Publication

2024

Boosting Semi-supervised Video Action Detection with Temporal Context
Donghyeon Kwon, Inho Kim, Suha Kwak
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, 2025
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning
Sungyeon Kim, Donghyun Kim, Suha Kwak
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, Arizona, 2025
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
Dayoung Gong, Suha Kwak, Minsu Cho
Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024
3D Equivariant Pose Regression via Direct Wigner-D Harmonics Prediction
Jongmin Lee, Minsu Cho
Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024
Bootstrapping Top-down Information for Self-modulating Slot Attention
Dongwon Kim, Seoyeon Kim, Suha Kwak
Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024
CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images
Jisu Shin, Junmyeong Lee, Seongmin Lee, Min-Gyu Park, Ju-Mi Kang, Ju Hong Yoon, Hae-Gon Jeon
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation
Dahyun Kang, Minsu Cho
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image
Yoonwoo Jeong, Jinwoo Lee, Chiheon Kim, Minsu Cho, Doyup Lee
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
Sungyeon Kim, Boseung Jeong, Donghyun Kim, Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
Online Temporal Action Localization with Memory-Augmented Transformer
Youngkil Song*, Dongkeun Kim*, Minsu Cho Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
Classification Matters: Improving Video Action Detection with Class-Specific Attention
Jinsung Lee, Taeoh Kim, Inwoong Lee, Minho Shim, Dongyoon Wee, Minsu Cho, Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
Oral presentation
PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery
Jicheol Park, Dongwon Kim, Boseung Jeong, Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
Distilling Diffusion Models into Conditional GANs
Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory
Juwon Kang, Nayeong Kim, Jungseul Ok, Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions
Sohyun Lee, Namyup Kim, Sungyeon Kim, Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
Towards More Practical Group Activity Detection: A New Benchmark and Model
Dongkeun Kim, Youngkil Song, Minsu Cho, Suha Kwak
European Conference on Computer Vision (ECCV), Milano, Italy, 2024
3D Geometric Shape Assembly via Efficient Point Cloud Matching
Nahyuk Lee*, Juhong Min*, Junha Lee, Seungwook Kim, Kanghee Lee, Jaesik Park, Minsu Cho
International Conference on Machine Learning (ICML), Vienna, Austria, 2024
Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization
Nayeong Kim, Juwon Kang, Sungsoo Ahn, Junseul Ok, Suha Kwak
International Conference on Machine Learning (ICML), Vienna, Austria, 2024
Active Label Correction for Semantic Segmentation with Foundation Models
Hoyoung Kim, Sehyun Hwang, Suha Kwak, Jungseul Ok
International Conference on Machine Learning (ICML), Vienna, Austria, 2024
Burst Image Super-Resolution with Base Frame Selection
Sanghyun Kim*, Min Jung Lee*, Woohyeok Kim, Deunsol Jung, Jaesung Rim, Sunghyun Cho, Minsu Cho
CVPR Workshop on New Trends in Image Restroation and Enhancement (NTIRE), Seattle, 2024
Extending CLIP's Image-Text Alignment to Referring Image Segmentation
Seoyeon Kim, Minguk Kang, Dongwon Kim, Jaesik Park, Suha Kwak
Annual Conference on the North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2024
Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform
Chunghyun Park*, Seungwook Kim*, Jaesik Park, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, 2024
Enhancing 3D Fidelity of Text-to-3D using Cross-View Correspondences
Seungwook Kim, Kejie Li, Xueqing Deng, Yichun Shi, Minsu Cho, Peng Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, 2024
Contrastive Mean-Shift Learning for Generalized Category Discovery
Sua Choi, Dahyun Kang, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, 2024
Learning Correlation Structures for Vision Transformers
Manjin Kim, Paul Hongsuck Seo, Cordelia Schmid, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, 2024
MoReVQA: Exploring Modular Reasoning Models for Video Questiong Answering
Juhong Min, Shyamal Buch, Arsha Nagrani, Minsu Cho, Cordelia Schmid
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, 2024
Extreme Point Supervised Instance Segmentation
Hyeonjun Lee, Sehyun Hwang, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, 2024
Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions
Jungtaek Kim, Jeongbeen Yoon, Minsu Cho
International Conference on Learning Representations (ICLR), Vienna, Austria, 2024
Efficient Semantic Matching with Hypercolumn Correlation
Seungwook Kim, Juhong Min, Minsu Cho
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 2024
Oral presentation
Best paper finalist
Self-supervised Learning of Semantic Correspondence Using Web Videos
Donghyeon Kwon, Minsu Cho, Suha Kwak
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 2024
Optical Flow Domain Adaptation via Target Style Transfer
Jeongbeen Yoon, Sanghyun Kim, Suha Kwak, Minsu Cho
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 2024
Interactive Network Perturbation between Teacher and Students for Semi-Supervised Semantic Segmentation
Hyuna Cho, Injun Choi, Suha Kwak, Won Hwa Kim
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 2024

2023

Generative Neural Fields by Mixtures of Neural Implicit Functions
Tackgeun You, Mijeong Kim, Jungtaek Kim, Bohyung Han
Conference on Neural Information Processing Systems (NeurIPS) , New Orleans, USA, 2023
Holistic Evaluation of Text-to-Image Models
Tony Lee, Michihiro Yasunaga, Chenlin Meng, Yifan Mai, Joon Sung Park, Agrim Gupta, Yunzhi Zhang, Deepak Narayanan, Hannah Benita Teufel, Marco Bellagente, Minguk Kang, Taesung Park, Jure Leskovec, Jun-Yan Zhu, Li Fei-Fei, Jiajun Wu, Stefano Ermon, Percy Liang
Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, New Orleans, USA, 2023
Spotlight
Active Learning for Semantic Segmentation with Multi-class Label Query
Sehyun Hwang, Sohyun Lee, Hoyoung Kim, Minhyeon Oh, Jungseul Ok, Suha Kwak
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023
Activity Grammars for Temporal Action Segmentation
Dayoung Gong*, Joonseok Lee*, Deunsol Jung, Suha Kwak, Minsu Cho
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023
Locality-Aware Generalizable Implicit Neural Representation
Doyup Lee, Chiheon Kim, Minsu Cho, Wook-Shin Han
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis
Minguk Kang, Joonghyuk Shin, Jaesik Park
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision
Dongwon Kim*, Namyup Kim*, Cuiling Lan, Suha Kwak
IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak
IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 2023
Adaptive Superpixel for Active Learning in Semantic Segmentation
Hoyoung Kim, Minhyeon Oh, Sehyun Hwang, Suha Kwak, Jungseul Ok
IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, 2023
Removing Multiple Biases through the Lens of Multi-task Learning
Nayeong Kim, Juwon Kang, Sungsoo Ahn, Jungseul Ok, Suha Kwak
ICML Workshop on Spurious correlations, Invariance, and Stability (SCIS), Honolulu, Hawaii, 2023
Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning
Seungwook Kim*, Chunghyun Park*, Yoonwoo Jeong, Jaesik Park, Minsu Cho
International Conference on Machine Learning (ICML), Honolulu, Hawaii, 2023
Leveraging Proxy of Training Data for Test-Time Adaptation
Juwon Kang, Nayeong Kim, Donghyeon Kwon, Jungseul Ok, Suha Kwak
International Conference on Machine Learning (ICML), Honolulu, Hawaii, 2023
Scaling up GANs for Text-to-Image Synthesis
Minguk Kang, Jun-Yan Zhu, Richard Zhang, Jaesik Park, Eli Shechtman, Sylvain Paris, Taesung Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Highlight
Learning Rotation-Equivariant Features for Visual Correspondence
Jongmin Lee, Byungjin Kim, Seungwook Kim, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation
Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Devil's on the Edges: Selective Quad Attention for Scene Graph Generation
Deunsol Jung, Sanghyun Kim, Wonhwa Kim, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Human Pose Estimation in Extremely Low-Light Conditions
Sohyun Lee*, Jaesung Rim*, Boseung Jeong, Geonu Kim, ByungJu Woo, Haechan Lee, Sunghyun Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization
Sungyeon Kim, Boseung Jeong, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Relational Context Learning for Human-Object Interaction Detection
Sanghyun Kim, Deunsol Jung, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Improving Cross-Modal Retrieval with Set of Diverse Embeddings
Dongwon Kim, Namyup Kim, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Highlight
Instant Domain Augmentation for LiDAR Semantic Segmentation
Kwonyoung Ryu, Soonmin Hwang, Jaesik Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization Tasks
Hyolim Kang, Hanjung Kim, Joungbin An, Minsu Cho, Seon Joo Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Generalizable Implicit Neural Representations with Instance Pattern Composers
Chiheon Kim, Doyup Lee, Saehoon Kim, Minsu Cho, Wook-Shin Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023
Highlight
Scene-level Point Cloud Colorization with Semantic-and-Geometric-aware Networks
Rongrong Gao, Tian-Zhu Xiang, Chenyang Lei, Jaesik Park, Qifeng Chen
IEEE International Conference on Robotics and Automation (ICRA) London, UK, 2023,
WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation
Namyup Kim, Taeyoung Son, Jaehyun Pahk, Cuiling Lan, Wenjun Zeng, Suha Kwak
IEEE International Conference on Robotics and Automation (ICRA), London, UK, 2023
Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence
Juhong Min, Seungwook Kim, Minsu Cho
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

2022

효율적인 군 등변 트랜스포머
Byungjin Kim, Minsu Cho
Korean Multimedia Society (KCMMS), Daejeon, Korea, 2022
Self-Taught Metric Learning without Labels
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
대응점 간 어텐션을 활용한 의미론적 영상 정합
Seungwook Kim, Juhong Min, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
등변 학습을 통한 반사 및 회전 대칭 탐지
Ahyun Seo, Byungjin Kim, Suha Kwak, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
극소수 영상 자료를 활용한 영상 분류 및 분할 문제의 통합적 접근
Dahyun Kang, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
타겟 스타일 전이를 이용한 광학 흐름 도메인 적응
Jeongbin Yoon, Sanghyun Kim, Suha Kwak, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
탐색 알고리즘을 활용한 순차적 조각 조립
Seokjun Ahn, Jinhwi Lee, Jungteak Kim, Suhyeon Jeong, Seungwook Kim, Jaesik Park, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
오프라인 능동 도메인 적응 학습
Sehyun Hwang, Sohyun Lee, Sungyeon Kim, 옥정슬, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
웹 이미지 기반 의미적 분할을 위한 도메인 일반화
Namyup Kim, Taeyoung Son, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
오류 지역화 네트워크(Error Localization Network)를 이용한 준지도 학습 하에서의 의미론적 분할
Donghyeon Kwon, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
안개가 낀 장면의 의미론적 분할을 위한 안개에 불변하는 특징 학습
Sohyun Lee, Taeyoung Son, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
Improved Set-Based Embedding for Cross-Modal Retrieval
Dongwon Kim, Namyup Kim, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
지속적인 새로운 스타일 생성을 통한 도메인 일반화 방법
Juwon Kang, Sohyun Lee, Namyup Kim, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
실내 깊이 완성을 위한 3D 합성곱 기반의 절두체 합성곱
Jaewon Kam, Jungeon Kim, Soongjin Kim, Jaesik Park, and Seungyoung Lee
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
GC-NeRF: 형상 제약을 활용한 효율적인 NeRF 학습
Wonjun Jin, Soongjin Kim, Jaesik Park, Seungyoung Lee, Sunghyun Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2022
SeLCA: Self-Supervised Learning of Canonical Axis
Seungwook Kim, Yoonwoo Jeong, Chunghyun Park, Jaesik Park, Minsu Cho
NeurIPS NeurReps Workshop, New Orleans, 2022
Applications of deep learning to understanding ENSO dynamics
Na-Yeon Shin, Yoo-Geun Ham, Jeong-Hwan Kim, Minsu Cho, Jong-Seong Kug
Artificial Intelligence for the Earth Systems, 2022
Few-Shot Metric Learning: Online Adaptation of Embedding for Retrieval
Deunsol Jung, Dahyun Kang, Suha Kwak, Minsu Cho
Asian Conference on Computer Vision (ACCV), Macau SAR, China, 2022
PeRFception: Perception using Radiance Fields
Yoonwoo Jeong*, Seungjoo Shin*, Junha Lee*, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park
Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, New Orleans, 2022
A Roatated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
Seunghyuk Cho, Juyong Lee, Jaesik Park, Dongwoo Kim
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2022
Learning Debiased Classifier with Biased Committee
Nayeong Kim, Sehyun Hwang, Sungsoo Ahn, Jaesik Park, Suha Kwak
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2022
Peripheral Vision Transformer
Juhong Min, Yucheng Zhao, Chong Luo, Minsu Cho
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2022
Draft-and-Revise: Effective Image Generation with Contextual RQ-Transformer
Doyup Lee, Chiheon Kim, Saehoon Kim, Minsu Cho, Wook-Shin Han
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2022
Locally Hierarchical Auto-Regressive Modeling for Image Generation
Tackgeun You, Saehoon Kim, Chiheon Kim, Doyup Lee, Bohyung Han
Conference on Neural Information Processing Systems (NeurIPS), New Orleans, 2022
CostDCNet: Cost Volume based Depth Completion of Single RGB-D Images
Jaewon Kam, Jungeon Kim, Soongjin Kim, Jaesik Park, Seungyong Lee
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022
PointMixer: MLP-Mixer for Point Cloud Understanding
Jaesung Choe*, Chunghyun Park*, Francois Rameau, Jaesik Park, In So Kweon (*equal contribution)
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022
Style-Agnostic Reinforcement Learning
Juyong Lee, Seokjun Ahn, Jaesik Park
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022
Towards Sequence-Level Training for Visual Tracking
*Minji Kim, *Seungkwan Lee, Jungseul Ok, Bohyung Han, Minsu Cho (*equal contribution)
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022
Cross-Domain Ensemble Distillation for Domain Generalization
Kyungmoon Lee, Sungyeon Kim, Suha Kwak
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022
Combating Label Distribution Shift for Active Domain Adaptation
Sehyun Hwang, Sohyun Lee, Sungyeon Kim, Jungseul Ok, Suha Kwak
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, 2022
Learning Debiased Classifier with Biased Committee
Nayeong Kim, Sehyun Hwang, Sungsoo Ahn, Jaesik Park, Suha Kwak
ICML workshop on Spurious correlations, Invariance, and Stability (SCIS), Baltimore MD, 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels
Namyup Kim*, Sehyun Hwang*, Suha Kwak (*equal contribution)
International Journal of Computer Vision (IJCV), 2022
Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytopes
Jungtaek Kim, Minsu Cho, Seungjin Choi
Conference on Uncertainty in Artificial Intelligence (UAI), Eindhoven, Netherlands, 2022
Online Hybrid Lightweight Representation Learning: Its Application to Visual Tracking
Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han
International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022
Learning to Assemble Geometric Shapes
Jinhwi Lee*, Jungtaek Kim*, Hyunsoo Chung, Jaesik Park, Minsu Cho (*equal contribution)
International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022
The Design of an Inkjet Drive Waveform Using Machine Learning
Seongju Kim, Minsu Cho, Sungjune Jung
Scientific Reports, 2022
Contrastive Regularization for Semi-Supervised Learning
Doyup Lee, Sungwoong Kim, Ildoo Kim, Yeongjae Cheon, Minsu Cho, Wook-Shin Han
CVPR Workshop on Learning with Limited Labelled Data for Image and Video Understanding (L3D-IVU), New Orleans, 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation
Sohyun Lee, Taeyoung Son, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Oral presentation
Best paper finalist
Self-Supervised Equivariant Learning for Oriented Keypoint Detection
Jongmin Lee, Byungjin Kim, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Collaborative Transformers for Grounded Situation Recognition
Junhyeong Cho, Youngseok Yoon, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Autoregressive Image Generation using Residual Quantization
Doyup Lee, Chiheon Kim, Saehoon Kim, Minsu Cho, Wook-Shin Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Instance-wise Occlusion and Depth Orders in Natural Scenes
Hyunmin Lee, Jaesik Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization
Juwon Kang, Sohyun Lee, Namyup Kim, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
ReSTR: Convolution-free Referring Image Segmentation Using Transformers
Namyup Kim, Dongwon Kim, Cuiling Lan, Wenjun Zeng, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
TransforMatcher: Match-to-Match Attention for Semantic Correspondence
Seungwook Kim, Juhong Min, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Reflection and Rotation Symmetry Detection via Equivariant Learning
Ahyun Seo, Byungjin Kim, Suha Kwak, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Semi-supervised Semantic Segmentation with Error Localization Network
Donghyeon Kwon, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Future Transformer for Long-term Action Anticipation
Dayoung Gong, Joonseok Lee, Manjin Kim, Seongjong Ha, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Self-Taught Metric Learning without Labels
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Fast Point Transformer
Chunghyun Park, Yoonwoo Jeong, Minsu Cho, Jaesik Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Integrative Few-Shot Learning for Classification and Segmentation
Dahyun Kang, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Scene Painting via Semantic Image Synthesis
Jaebong Jeong, Janghun Jo, Sunghyun Cho, Jaesik Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Detector-Free Weakly Supervised Group Activity Recognition
Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Deep Point Cloud Reconstruction
Jaesung Choe, Byeongin Joung, Francois Rameau, Jaesik Park, In So Kweon
International Conference on Learning Representations (ICLR), Online, 2022
On Evaluation Metrics for Graph Generative Models
Rylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor
International Conference on Learning Representations (ICLR), Online, 2022
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization
Jungtaek Kim, Seungjin Choi
International Conference on Artificial Intelligence and Statistics (AISTATS), Online, 2022
Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation
Jeongbeen Yoon, Dahyun Kang, Minsu Cho
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, 2022

2021

The Feasibility of Deep Learning-based Synthetic Contrast-enhanced CT from Nonenhanced CT in Emergency Department Patients with Acute Abdominal Pain
Se Woo Kim, Jung Hoon Kim, Suha Kwak, Minkyo Seo, Changhyun Ryoo, Cheong-Il Chin, Siwon Jang, Jungheum Cho, Young-Hoon Kim, Kyutae Jeon
Scientific Reports, 11, 20390, 2021
Self-Supervised Real-time Video Stabilization
Jinsoo Choi, Jaesik Park, In So Kweon
British Machine Vision Conference (BMVC), Online, 2021
Learning to Generate Novel Classes for Deep Metric Learning
Kyungmoon Lee, Sungyeon Kim, Seunghoon Hong, Suha Kwak
British Machine Vision Conference (BMVC), Online, 2021
Grounded Situation Recognition with Transformers
Junhyeong Cho*, Youngseok Yoon*, Hyeonjun Lee*, Suha Kwak (*equal contribution)
British Machine Vision Conference (BMVC), Online, 2021
Robust Crowd Counting via Image Enhancement and Dynamic Feature Selection
Nayeong Kim, Suha Kwak
British Machine Vision Conference (BMVC), Online, 2021
Self-Supervised Learning of Image Scale and Orientation Estimation
Jongmin Lee, Yoonwoo Jeong, Minsu Cho
British Machine Vision Conference (BMVC), Online, 2021
Relational Self-Attention: What's Missing in Attention for Video Understanding
Manjin Kim*, Heeseung Kwon*, Chunyu Wang, Suha Kwak, Minsu Cho (*equal contribution)
Annual Conference on Neural Information Processing Systems (NeurIPS), Online, 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training
Minguk Kang, Woohyeon Joseph Shim, Minsu Cho, Jaesik Park
Annual Conference on Neural Information Processing Systems (NeurIPS), Online, 2021
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning
Hyunsoo Chung*, Jungtaek Kim*, Boris Knyazev, Jinhwi Lee, Graham W. Taylor, Jaesik Park, Minsu Cho (*equal contribution)
Annual Conference on Neural Information Processing Systems (NeurIPS), Online, 2021
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer
Boseung Jeong*, Jicheol Park*, Suha Kwak (*equal contribution)
International Conference on Computer Vision (ICCV), Online, 2021
Relational Embedding for Few-Shot Classification
Dahyun Kang, Heeseung Kwon, Juhong Min, Minsu Cho
International Conference on Computer Vision (ICCV), Online, 2021
Learning to Discover Reflection Symmetry via Polar Matching Convolution
Ahyun Seo*, Woohyeon Shim*, Minsu Cho (*equal contribution)
International Conference on Computer Vision (ICCV), Online, 2021
Deep Hough Voting for Robust Global Registration
Junha Lee, Seungwook Kim, Minsu Cho, Jaesik Park
International Conference on Computer Vision (ICCV), Online, 2021
Hypercorrelation Squeeze for Few-Shot Segmentation
Juhong Min, Dahyun Kang, Minsu Cho
International Conference on Computer Vision (ICCV), Online, 2021
Self-Calibrating Neural Radiance Fields
Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park
International Conference on Computer Vision (ICCV), Online, 2021
Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition
Heeseung Kwon*, Manjin Kim*, Suha Kwak, Minsu Cho (*equal contribution)
International Conference on Computer Vision (ICCV), Online, 2021
Deep Virtual Markers for Articulated 3D Shapes
Hyomin Kim, Jungeon Kim, Jaewon Kam, Jaesik Park, Seungyong Lee
International Conference on Computer Vision (ICCV), Online, 2021
Oral presentation
On the Distribution of Penultimate Activations of Classification Networks
Minkyo Seo*, Yoonho Lee*, Suha Kwak (*equal contribution)
The Conference on Uncertainty in Artificial Intelligence (UAI), Online, 2021
STAD: Stable Video Depth Estimation
Hyunmin Lee, Jaesik Park
IEEE International Conference on Image Processing (ICIP), Alaska, USA, 2021
IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos
Gyeongsik Moon*, Heeseung Kwon*, Kyoung Mu Lee, Minsu Cho
CVPR Workshop on Large Scale Holistic Video Understanding, Online, 2021
Embedding Transfer with Label Relaxation for Improved Metric Learning
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021
Convolutional Hough Matching Networks
Juhong Min, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Online, 2021
Oral presentation
Learning Cross-Modal Embedding with Inter-Category Relations for Attribute-Based Person Search
Boseung Jeong, Jicheol Park, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
Embedding Transfer with Label Relaxation for Improved Metric Learning
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
일관된 비디오 뎁스 맵 추정을 위한 시간 어텐션 모듈
Hyunmin Lee, Jaesik Park
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
심층 거리 학습을 위한 새로운 클래스 생성법
Kyungmoon Lee, Seongyeon Kim, Seunghoon Hong, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
계층적 허프 변환을 통한 포인트 클라우드 정합
Junha Lee, Seungwook Kim, Minsu Cho, Jaesik Park
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
강화학습을 이용한 그래프 표현 기반의 3차원 물체 생성
Hyunsoo Chung, Jungtaek Kim, Jinhwi Lee, Jaesik Park, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
시각적 물체추적기 학습을 위한 앵커 샘플 선택 전략
Seungho Lee, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Online, 2021
TextureMe: High-quality Textured Scene Reconstruction in Real-time
Jungeon Kim, Hyomin Kim, Hyeonseo Nam, Jaesik Park, Seungyong Lee
ACM Transactions on Graphics (ToG), 2021
Bayesian Optimization with Approximate Set Kernels
Jungtaek Kim, Michael McCourt, Tackgeun You, Saehoon Kim, Seungjin Choi
Machine Learning, January, 2021
Learning to Distill Convolutional Features into Compact Local Descriptors
Jongmin Lee, Yoonwoo Jeong, Seungwook Kim, Juhong Min, Minsu Cho
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, 2021
Neural Contrast Enhancement of CT Image
Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae, Jung Hoon Kim, Suha Kwak
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, 2021
High-quality Frame Interpolation via Tridirectional Inference
Jinsoo Choi, Jaesik Park, In So Kweon
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, 2021

2020

Multiplex Protein Imaging with Secondary Ion Mass Spectrometry Using Metal Oxide Nanoparticle Conjugated Antibodies
Daewon Moon, Young Ho Park, Eunseok Seo, Sunyoung Lee, Heejin Lim, Suha Kwak, Minseok Kim, Hyunmin Kim, Eunjoo Kim, Yebin Jung, Hyang-Sook Hoe, Sungjee Kim, Dong-Kwon Lim, Chul-Hoon Kim, Su-Il In
ACS Applied Materials and Interfaces, vol. 12, no. 15, 2020
Fragment Relation Networks for Geometric Shape Assembly
Jinhwi Lee*, Jungtaek Kim*, Hyunsoo Chung, Jaesik Park, Minsu Cho (*equal contribution)
NeurIPS Workshop on Learning Meets Combinatorial Algorithms (LMCA), Vancouver, Canada, 2020
Combinatorial 3D Shape Generation via Sequential Assembly
Jungtaek Kim, Hyunsoo Chung, Jinhwi Lee, Minsu Cho, Jaesik Park
NeurIPS Workshop on Machine Learning for Engineering Moedeling, Simulation, and Design (ML4Eng), Vancouver, Canada, 2020
CircleGAN: Generative Adversarial Learning across Spherical Circles
Woohyeon Shim, Minsu Cho
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2020
ContraGAN: Contrastive Learning for Conditional Image Generation
Minguk Kang, Jaesik Park
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2020
Bootstrapping Neural Processes
Juho Lee*, Yoonho Lee*, Jungtaek Kim, Eunho Yang, Sung Ju Hwang, Yee Whye Teh (*equal contribution)
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2020
Learning to Compose Hypercolumns for Visual Correspondence
Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho
European Conference on Computer Vision (ECCV), Glasgow, UK, 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild
Taeyoung Son, Juwon Kang, Namyup Kim, Sunghyun Cho, Suha Kwak
European Conference on Computer Vision (ECCV), Glasgow, UK, 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding
Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho
European Conference on Computer Vision (ECCV), Glasgow, UK, 2020
Traffic Accident Benchmark for Causality Recognition
Tackgeun You, Bohyung Han
European Conference on Compuber Vision (ECCV), Glasgow, UK, 2020
Diversified Mutual Learning for Deep Metric Learning
Wonpyo Park, Wonjae Kim, Kihyun You, Minsu Cho
ECCV Workshop on Transferring and Adapting Source Knowledge in Computer Vision (TASK-CV), Online, 2020
Learning Discriminative Part Features through Attentions for Effective and Scalable Person Search
Jicheol Park*, Boseung Jeong*, Jongju Shin, Juyoung Lee, Suha Kwak (*equal contribution)
IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE, 2020
Proxy Anchor Loss for Deep Metric Learning
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2020
High-Dimensional Convolutional Networks for Geometric Pattern Recognition
Christopher Choy, Junha Lee, Rene Ranftl, Jaesik Park, Vladlen Koltun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2020
Oral presentation
Future Video Synthesis with Object Motion Prediction
Yue Wu, Rongrong Gao, Jaesik Park, Qifeng Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2020
HUMBI: A Large Multiview Dataset of Human Body Expressions
Zhixuan Yu, Jaeshin Yoon, Inkyu Lee, Prashanth Venkatesh, Jaesik Park, Jihun Yu, Hyunsoo Park
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2020
Local-Global Video-Text Interactions for Temporal Grounding
Jonghwan Mun, Minsu Cho, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
Sangwoo Mo, Minsu Cho, Jinwoo Shin
CVPR AI for Content Creation Workshop (CVPRW), Seattle, WA, USA, 2020
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning
Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, Bohyung Han
AAAI Conference on Artificial Intelligence (AAAI), Hilton New York Midtown, NY, USA, 2020
Reinforcing an Image Caption Generator by Human Feedback
Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, Radu Soricut
AAAI Conference on Artificial Intelligence (AAAI), Hilton New York Midtown, NY, USA, 2020
Oral presentation
Towards Oracle Knowledge Distillation with Neural Architecture Search
Minsoo Kang*, Jonghwan Mun*, Bohyung Han
AAAI Conference on Artificial Intelligence (AAAI), Hilton New York Midtown, NY, USA, 2020
비디오의 동작 인식을 위한 모션 학습 모듈
Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
프록시 앵커 손실 함수를 이용한 심층 거리 학습
Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
다층 신경 특징 맵을 이용한 의미론적 이미지 정합
Juhong Min, Jongmin Lee, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
전이학습을 통한 약지도 물체검출기 개선
Seungkwan Lee, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
영상 추적 모델의 효과적인 온라인 학습 정책을 위한 강화학습
Kihyun You, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
초구의 대원을 활용한 생성적 적대 신경망
Woohyeon Sim, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
선분 레이블을 사용한 약지도 의미적 경계선 검출
Namyup Kim, Sehyun Hwang, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
사람 검색에 대해 주의집중을 통한 차별적인 부분 특징 학습
Jicheol Park, Boseung Jeong, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
시각적 속성을 이용한 해석과 상호 작용이 가능한 이미지 검색
Sunwoo Oh, Suha Kwak, Bohyung Han
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020
동적 객체에 대한 전역 텍스처 맵 생성
Jungeon Kim, Hyomin Kim, Jaesik Park, Seungyong Lee
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2020

2019

Mining GOLD Samples for Conditional GANs
Sangwoo Mo, Chiheon Kim, Sungwoong Kim, Minsu Cho, Jinwoo Shin
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2019
Combinatorial Inference against Label Noise
Paul Hongsuck Seo, Geeho Kim, Bohyung Han
Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2019
Regularizing Neural Networks via Stochastic Branch Layers
Wonpyo Park*, Paul Hongsuck Seo*, Bohyung Han, Minsu Cho (*equal contribution)
Asian Conference on Machine Learning (ACML), Nagoya, Japan, 2019
Oral presentation
Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features
Juhong Min, Jongmin Lee, Jean Ponce, Minsu Cho
International Conference on Computer Vision (ICCV), Seoul, Korea, 2019
Fully Convolutional Geometric Features
Christopher Choy*, Jaesik Park*, Vladlen Koltun
International Conference on Computer Vision (ICCV), Seoul, Korea, 2019
Relational Knowledge Distillation
Wonpyo Park, Dongju Kim, Yan Lu, Minsu Cho
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations
Jiwoon Ahn, Sunghyun Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Oral presentation
Deep Metric Learning Beyond Binary Supervision
Sungyeon Kim, Minkyo Seo, Ivan Laptev, Minsu Cho, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Oral presentation
Unsupervised Image Matching and Object Discovery as Optimization
Huy V. Vo, Francis Bach, Minsu Cho, Kai Han, Yann LeCun, Patrick Pérez, Jean Ponce
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences
Seonguk Seo*, Paul Hongsuck Seo*, Bohyung Han (*equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Domain Specific Batch Normalization for Unsupervised Domain Adaptation
Woong-Gi Chang*, Tackgeun You*, Seonguk Seo*, Suha Kwak, Bohyung Han (*equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering
Hyunwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Streamlined Dense Video Captioning
Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, US, 2019
Oral presentation
InstaGAN: Instance-aware Image-to-Image Translation
Sangwoo Mo, Minsu Cho, Jinwoo Shin
International Conference on Learning Representations (ICLR), 2019
관계적 정보를 이용한 지식 전이
Wonpyo Park, Dongju Kim, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
비지역적 그래프 신경망을 이용한 의미론적 정합
Deunsol Jung, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
연속 레이블을 사용한 심층 거리 척도 학습
Sungyeon Kim, Minkyo Seo, Minsu Cho, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
정합을 통한 의미론적 이미지 검색
Dongju Kim, Minsu Cho
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
저해상도 영상 인식을 위한 학습 방법
Jaeyong Park, Sunghyun Cho, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
픽셀 간의 관계성을 이용한 인스턴스 분할의 약지도 학습
Jiwoon Ahn, Sunghyun Cho, Suha Kwak
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
비지도 도메인 적응을 위한 배치 정규화를 통한 효율적인 도메인별 학습
Woonggi Jang, Tackgeun You, Seonguk Seo, Suha Kwak, Bohyung Han
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019
어텐션 기반의 풀리을 이용한 3차원 모양 분류
Wonseok Lee, Janghun Hyeon, Suha Kwak, Bohyung Han, Nakju Doh
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2019

2018

Forget & Diversify: Regularized Refinement for Weakly Supervised Object Detection
Jeany Son, Daniel Kim, Solae Lee, Suha Kwak, Minsu Cho, Bohyung Han
Asian Conference on Computer Vision (ACCV), 2018
Universal Bounding Box Regression and Its Applications
Seungkwan Lee, Suha Kwak, Minsu Cho
Asian Conference on Computer Vision (ACCV), 2018
Learning to Specialize with Knowledge Distillation for Visual Question Answering
Jonghwan Mun, Kimin Lee, Jinwoo Shin, Bohyung Han
Annual Conference on Neural Information Processing Systems (NIPS), 2018
Video Understanding via Convolutional Temporal Pooling Network and Multimodal Feature Fusion
Heeseung Kwon, Suha Kwak, Minsu Cho
ACM Multimedia Workshop on Comprehensive Video Understanding in the Wild (ACMMM), 2018
CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps
Paul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung Han
European Conference on Computer Vision (ECCV), 2018
Attentive Semantic Alignment with Offset-Aware Correlation Kernels
Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, Minsu Cho
European Conference on Computer Vision (ECCV), 2018
Real-Time MDNet
Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han
European Conference on Computer Vision (ECCV), 2018
First Person Action Recognition via Two-stream ConvNet with Long-term Fusion Pooling
Heeseung Kwon, Yeonho Kim, Jin S. Lee, Minsu Cho
Pattern Recognition Letters, Vol. 112, 161-167, 2018
Progressive Attention Network for Visual Attribute Prediction
Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung Han
Britich Machine Vision Conference (BMVC), 2018
Neural Program Synthesis from Diverse Demonstration Videos
Shao-Hua Sun*, Hyeonwoo Noh*, Sriram Somasundaram, Joseph Lim
International Conference on Machine Learning (ICML), 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation
Jiwoon Ahn, Suha Kwak
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Product Quantized Translation for Fast Nearest Neighbor Search
Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, Hee-Kap Ahn
AAAI Conference on Artificial Intelligence (AAAI), 2018
레이블 전파를 통한 약한 지도 학습 기반 다중 물체 검출
Solae Lee, Bohyung Han
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2018
RoI-Align을 통한 실시간 물체 추적 알고리즘
Ilchae Jung, Bohyung Han
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2018

2017

Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation
Seunghoon Hong, Suha Kwak, Bohyung Han
IEEE Signal Processing Magazine, vol. 34, no. 6, 2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization
Hyeonwoo Noh, Tackgeun You, Jonghwan Mun, Bohyung Han
Annual Conference on Neural Information Processing Systems (NIPS), Long Beach, CA, US, 2017
Visual Reference Resolution using Attention Memory for Visual Dialog
Paul Hongsuck Seo, Andreas Lehrmann, Bohyung Han, Leonid Sigal
Annual Conference on Neural Information Processing Systems (NIPS), Long Beach, CA, US, 2017
SCNet: Learning Semantic Correspondence
Kai Han, Rafael S. Rezende, Bumsub Ham, Kwan-Yee K. Wong, Minsu Cho, Cordelia Schmid, Jean Ponce
International Conference on Computer Vision (ICCV), Venice, Italy, 2017
MarioQA: Answering Questions by Watching Gameplay Videos
Jonghwan Mun*, Paul Hongsuck Seo*, Ilchae Jung, Bohyung Han (*both authors have equal contribution)
International Conference on Computer Vision (ICCV), Venice, Italy, 2017
Large-Scale Image Retrieval with Attentive Deep Local Features
Hyeonwoo Noh, Andre Araujo, Jack Sim, Tobias Weyand, Bohyung Han
International Conference on Computer Vision (ICCV), Venice, Italy, 2017
Proposal Flow: Semantic Correspondences from Object Proposals
Bumsub Ham, Minsu Cho, Cordelia Schmid, Jean Ponce
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted, 2017
Learning Multiple Conditional Random Fields for Semantic Segmentation with Convolutional Neural Network
Chanmi You
Workshop on Image Processing and Image Understanding (IPIU), Jeju, Korea, 2017
Robust Guided Image Filtering Using Nonconvex Potentials
Bumsub Ham, Minsu Cho, Jean Ponce
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. PP(99), 1-1, 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos
Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, US, 2017
Spotlight presentation
BranchOut: Regularization for Online Ensemble Tracking with Convolutional Neural Networks
Bohyung Han, Jack Sim, Hartwig Adam
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, US, 2017
Superpixel-based Tracking-by-Segmentation using Markov Chains
Donghun Yeo, Jeany Son, Bohyung Han, Joon Hee Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, US, 2017
Multi-Object Tracking with Quadruplet Convolutional Neural Network
Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, US, 2017
Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking
Kayoung Park, Seunghoon Hong, Mooyeol Baek, Bohyung Han
IEEE Winter Conference on Applications of Computer Vision (WACV) , Santa Rosa, CA, US, 2017
Weakly Supervised Semantic Segmentation using Superpixel Pooling Network
Suha Kwak, Seunghoon Hong, Bohyung Han
AAAI Conference on Artificial Intelligence (AAAI), San Francisco, CA, US, 2017
Text-Guided Attention Model for Image Captioning
Jonghwan Mun, Minsu Cho, Bohyung Han
AAAI Conference on Artificial Intelligence (AAAI), to appear, San Francisco, CA, US, 2017

2016

Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction
Hyeonwoo Noh, Paul Hongsuck Seo, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, US, 2016
Oral presentation
Learning to Select Pre-trained Deep Representations with Bayesian Evidence Framework
Yong-Deok Kim, Taewoong Jang, Bohyung Han, Seungjin Choi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, US, 2016
Oral presentation
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network
Seunghoon Hong, Junhyuk Oh, Bohyung Han, Honglak Lee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, US, 2016
Spotlight presentation
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
Hyeonseob Nam, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, US, 2016
Joint Image Clustering and Labeling by Matrix Factorization
Seunghoon Hong, Jonghyun Choi, Jan Feyereisl, Bohyung Han, Larry S. Davis
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 38(7), 1411-1424, 2016
Motion Effects Synthesis for 4D Films
Jaebong Lee, Bohyung Han, Seungmoon Choi
IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 22(10), 2300-2314, 2016
Unsupervised Co-activity Detection from Multiple Videos Using Absorbing Markov Chain
Donghun Yeo, Bohyung Han, Joon Hee Han
AAAI Conference on Artificial Intelligence (AAAI), Phoenix, AZ, US, 2016

2015

Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
*Seunghoon Hong, *Hyeonwoo Noh, Bohyung Han (*both authors have equal contribution)
Annual Conference on Neural Information Processing Systems (NIPS), Montreal, Canada, 2015
Spotlight presentation
Tracking-by-Segmentation with Online Gradient Boosting Decision Tree
Jeany Son, Ilchae Jung, Kayoung Park, Bohyung Han
International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
Learning Deconvolution Network for Semantic Segmentation
Hyeonwoo Noh, Seunghoon Hong, Bohyung Han
International Conference on Computer Vision (ICCV), Santiago, Chile, 2015
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han
International Conference on Machine Learning (ICML), Lille, France, 2015
Qualitative Tracking Performance Evaluation without Ground-Truth
Bohyung Han, Jihun Hamm
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, US, 2015

2014

Object Localization based on Structural SVM using Privileged Information
Jan Feyereisl, Suha Kwak, Jeany Son, Bohyung Han
Annual Conference on Neural Information Processing Systems (NIPS), Montreal, Canada, 2014
Local Decorrelation for Improved Pedestrian Detection
Woonhyun Nam, Piotr Dollár, Joon Hee Han
Annual Conference on Neural Information Processing Systems (NIPS), Montreal, Canada, 2014
Visual Tracking by Sampling Tree-Structured Graphical Models
Seunghoon Hong, Bohyung Han
European Conference on Computer Vision (ECCV), Zurich, Swiss, 2014
Oral presentation
Online Graph-Based Tracking
Hyeonseob Nam, Seunghoon Hong, Bohyung Han
European Conference on Computer Vision (ECCV), Zurich, Swiss, 2014
Generalized Background Subtraction using Superpixels with Label Integrated Motion Estimation
Jongwoo Lim, Bohyung Han
European Conference on Computer Vision (ECCV), Zurich, Swiss, 2014
Online Video Event Detection by Constraint Flow
Suha Kwak, Bohyung Han, Joon Hee Han
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 26(6), 1174-1186, 2014
Macrofeature Layout Selection for Pedestrian Localization and Its Acceleration Using GPU
Woonhyun Nam, Bohyung Han, Joon Hee Han
Computer Vision and Image Understanding (CVIU), Vol. 120, 46-58, 2014

2013

Real-Time Human Tracking with Detection Feedback
Jeany Son, Ilchae Jung, Bohyung Han
Journal of KIISE: Software and Applications, Vol. 40(12), 859-868, 2013
Orderless Tracking through Model-Averaged Posterior Estimation
Seunghoon Hong, Suha Kwak, Bohyung Han
International Conference on Computer Vision (ICCV), Sydney, Australia, 2013
Oral presentation
Joint Segmentation and Pose Tracking of Human in Natural Videos
Taegyu Lim, Seunghoon Hong, Bohyung Han, Joon Hee Han
International Conference on Computer Vision (ICCV), Sydney, Australia, 2013
Text Image Binarization by Random Forest for Optical Character Recognition
Inveom Kwak, Bohyung Han
IEEK Summer Conference, Jeju, Korea, 2013
Multi-Agent Event Detection: Localization and Role Assignment
Suha Kwak, Bohyung Han, Joon Hee Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, US, 2013

2012

Density-Based Multi-Feature Background Subtraction with Support Vector Machine
Bohyung Han, Larry Davis
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 34(5), 1017-1023, 2012
Modeling and Segmentation of Floating Foreground and Background in Videos
Taegyu Lim, Bohyung Han, Joon Hee Han
Pattern Recognition, Vol. 45(4), 1696-1706, 2012
Online Multi-Target Tracking by Large Margin Structured Learning
Suna Kim, Suha Kwak, Jan Feyereisl, Bohyung Han
Asian Conference on Computer Vision (ACCV), Daejeon, Korea, 2012
FaceReview: Supporting Interactive Exploration of Linked Heterogeneous Datasets for Unilateral Cleft Lip and Palate
Sungwon Lee, Boeun Kim, Bongshin Lee, Bohyoung Kim, Bohyung Han, Nina K. Anderson, Richard A. Bruun, Stephen Shusterman, Jinwook Seo
AMIA Symposium, Chicago, IL, US, 2012
Seam Carving with Forward Gradient Difference Maps
Hyeonwoo Noh, Bohyung Han
ACM Multimedia, Nara, Japan, 2012
On-line Video Segmentation by Bayesian Split-Merge Clustering
Juho Lee, Suha Kwak, Bohyung Han, Seungjin Choi
European Conference on Computer Vision (ECCV), Firenze, Italy, 2012
A fast nearest neighbor search algorithm by nonlinear embedding
Yoonho Hwang, Bohyung Han, Hee-Kap Ahn
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, US, 2012
Extended Support Vector Machines for Object Detection and Localization
Jan Feyereisl, Bohyung Han
The Magazine of the IEEK, Vol. 39(2), 2012

2011

Multi-Camera Tracking with Adaptive Resource Allocation
Bohyung Han, Seong-Wook Joo, Larry Davis
International Journal of Computer Vision, Vol. 91(1), 45-58, 2011
Scenario-Based Video Event Recognition by Constraint Flow
Suha Kwak, Bohyung Han, Joon Hee Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, US, 2011
Learning Occlusion with Likelihoods for Visual Tracking
Suha Kwak, Woonhyun Nam, Bohyung Han, Joon Hee Han
International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011
Generalized Background Subtraction based on Hybrid Inference by Belief Propagation and Bayesian Filtering
Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, Joon Hee Han
International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011
Improving Object Localization Using Macrofeature Layout Selection
Woonhyun Nam, Bohyung Han, Joon Hee Han
IEEE Int'l Workshop on Visual Surveillance in conjunction with ICCV, Barcelona, Spain, 2011
Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking
Changkyu Song, Jeany Son, Suha Kwak, Bohyung Han
British Machine Vision Conference, Dundee, UK, 2011

2009

Pedestrian Segmentation From Uncalibrated Monocular Videos Using a Projection Map
Younggwan Jo, Woonhyun Nam, Joon Hee Han
IEEE Signal Processing Letters, Vol. 16(7), 604-607, 2009
Video surveilance and analysis algorithms: trend and technology
Joon Hee Han
The Magazine of the IEEK, Vol. 36(10), 18-29, 2009

2008

Object handoff between uncalibrated views without planar ground assumption
Younggwan Jo, Joon Hee Han, Woonhyun Nam
Pattern Recognition Letters, Vol. 29(16), 2099-2108, 2008
Hierarchical Event Representation and Recognition Method for Scalable Video Event Analysis
Suha Kwak, Joon Hee Han
IEEE International Symposium on Multimedia, Berkeley, CA, US, 2008

2006

Motion-Based Background Modeling for Foreground Segmentation
Woonhyun Nam, Joon Hee Han
ACM Multimedia Workshop on Video Surveillance and Sensor Networks, 2006
A new approach to camera hand-off without camera calibration for the general scene with non-planar ground
Younggwan Jo, Joon Hee Han
ACM Multimedia Workshop on Video Surveillance and Sensor Networks, 2006
Outlier correction from uncalibrated image sequence using the Triangulation method
Jaehak Kim, Joon Hee Han
Pattern Recognition, Vol. 39(3), 394-404, 2006

2004

Pre-processing Algorithm for Analysis from Microarray Image Sequence by Surface Plasmon Resonance Biosensor
Jiwoon Hwang, Jaehak Kim, Joon Hee Han
KIISE Spring Conference, 2004
Outline correction from unclaibrated image sequence
Jaehak Kim, Jongseung Park, Jiwoon Hwang, Joon Hee Han
KIISE Spring Conference, 2004
Toboggan based Image Segmentation with Multi-Directional Sliding
Semun Kil, Joon Hee Han
Workshop on Image Processing and Image Understanding, Seoul, Korea, 2004
A Factorization Algorithm using Transfer for 3D Reconstruction
Sungjae Han, Joon Hee Han
Workshop on Image Processing and Image Understanding, Seoul, Korea, 2004
Discrete Active Contour Model with Dynamic Edge Energy
Jinsung Kim, Joon Hee Han
Workshop on Image Processing and Image Understanding, Seoul, Korea, 2004

2002

3D Reconstruction in a Constrained Camera System
Jinwon Gu, Joon Hee Han
Pattern Recognition Letters, Vol. 23(11), 1337-1347, 2002
Ambiguity Distance : An edge evaluation measure using fuzziness of edges
Joon Hee Han, Tae Yong Kim
Fuzzy Sets and Systems, Vol. 126(3), 35-48, 2002
Euclidean Reconstruction from Contour Matches
Jong S. Park, Joon Hee Han
Pattern Recognition, Vol. 35(10), 2109-2124, 2002

2001

Chord-to-point distance accumulation and planar curvature: a new approach to discrete curvature
Joon Hee Han, Timothy Poston
Pattern Recognition Letters, Vol. 22, 1133-1144, 2001
A Corner Preserving Surface Inference Algorithm Using 3D Convolution
Jae-Hak Kim, Joon Hee Han
Pattern Recognition Letters, Vol. 22, 259-269, 2001
Evaluation of Edge Detector's Smoothness using Fuzzy Ambiguity
Tae Y. Kim, Joon Hee Han
Journal of KIISE: Software and Applications, Vol. 28(9), 649-661, 2001
Feature Point Matching Technique using Adjustment of Distortion between Correlation Windows
Seungtae Ha, Joon Hee Han
Journal of KIISE: Software and Applications, Vol. 28(5), 440-447, 2001
A Constrained Self-Calibration Technique
Sungyong Kim, Joon Hee Han
Journal of KIISE: Software and Applications, Vol. 28(4), 358-369, 2001
Content-based image retrieval using weighted color histogram and spatial distribution of dominant colors
Dusik Park, Joon Hee Han
Journal of KIISE: Software and Applications, Vol. 28(3), 285-297, 2001
Discontinuity Detection in the DCT Domain for Real - Time Processing
Tae Y. Kim, Joon Hee Han
Journal of KIISE: Software and Applications, Vol. 28(2), 141-148, 2001
Model-based Discontinuity Evaluation in the DCT Domain
Tae Y. Kim, Joon Hee Han
Signal Processing, Vol. 81(4), 871-882, 2001
3D reconstruction by stepwise constraint removal method
Jinwon Gu, Joon Hee Han
Workshop on Image Processing and Image Understanding, Jeju, Korea, 2001
A unified model for the stratified 3D reconstruction
Young G. Jo, Joon Hee Han
Workshop on Image Processing and Image Understanding, Jeju, Korea, 2001
Tetragon detection using Hough transform
H. S. Lee, Joon Hee Han
KIISE Computer Vision and Pattern Recognition Workshop, Seoul, Korea, 2001

2000

Contour Matching Using Epipolar Geometry
Joon Hee Han, Jong S. Park
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 22(4), 358-370, 2000
3D information matching using intensity information
Seungtae Ha, Joon Hee Han
KIISE Spring Conference, Korea, 2000
Partial image retrieval using connected colored region
T. Y. Kim, Joon Hee Han
Workshop on Image Processing and Image Understanding, Jeju, Korea, 2000

1999

Stereo matching based on intensity and features for images with background removed
Tae-eun Choe, Hyukmin Kwon, Jongseung Park, Joon Hee Han
Journal of KIISE, Vol. 26(12), 1482-1496, 1999
Efficient feature point matching technique using unique match pairs
Hyukmin Kwon, Joon Hee Han
Journal of KIISE, Vol. 26(6), 791-803, 1999
A Fuzzy K-NN Algorithm using Weights from the Variance of Membership Values
Joon Hee Han, Yoon K. Kim
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Fort Collins, CO, US, 1999
Image Indexing using Weighted Color Histogram
Dusik Park, Jongseung park, Tae Yong Kim, Joon Hee Han
IAPR International Conference on Image Analysis and Processing, Venice, Italy, 1999
Geometrical interpretation of fuzzy data and shape detection
Joon Hee Han, Sung Y. Kim
IEEE International Conference on Fuzzy Systems, Seoul, Korea, 1999
3D shape reconstruction using hybrid calibration technique
Sungyong Kim, Joon Hee Han
KIISE Spring Conference, Korea, 1999
Self calibration technique for efficient reconstruction of 3D shape
Sungyong Kim, Joon Hee Han
Joint Conference on Evolutionary Algorithm, Artificial Neural Networks and Fuzzy Systems, Seoul, Korea, 1999
Digital video retrieval using fuzzy weighting factor
T. Y. Kim, Joon Hee Han
Joint Conference on Evolutionary Algorithm, Artificial Neural Networks and Fuzzy Systems, Seoul, Korea, 1999
An efficient feature matching technique using unique match pairs
H. M. Kwon, Joon Hee Han
Workshop on Image Processing and Image Understanding, Daejeon, Korea, 1999
Image Indexing using Color Histogram in the CIELUV Color Space
D. S. Park, J. S. Park, Joon Hee Han
Japan-Korea Joint Workshop on Frontiers of Computer Vision, Daegu, Korea, 1999

1998

Edge Representation with Fuzzy Sets in Blurred Images
Tae Yong Kim, Joon Hee Han
Fuzzy Sets and Systems, Vol. 100(3), 77-87, 1998
Computation of a cross section structure: a projection based approach
Myoung J. Kim, Joon Hee Han
Image and Vision Computing, Vol. 16(9-10), 653-667, 1998
Contour matching: a curvature-based approach
Jongseung Park, Joon Hee Han
Image and Vision Computing, Vol. 16, 181-189, 1998
Contour Motion estimation from Image Sequences Using Curvature Information
Jongseung Park, Joon Hee Han
Pattern Recognition, Vol. 31(1), 31-39, 1998
Evaluation of edge detection parameters using fuzzy membership values
T. Y. Kim, Joon Hee Han
Workshop on Image Processing and Image Understanding, Jeju, Korea, 1998
A Curvature Based Approach to Contour Motion Estimation
Jongseung Park, Joon Hee Han
IEEE International Conference on Computer Vision (ICCV), Bombay, India, 1998
Selection of Significant Parameters in Edge Detection Using Ambiguity Distance
Tae Yong Kim, Joon Hee Han
IEEE World Congress on Computational Intelligence, Anchorage, AK, US, 1998
A Survey and Performance Comparison of Minimization Techniques in Computer Vision
Jongseung Park, Joon Hee Han
KIISE Fall Conference, Korea, 1998
Comparisons of optimization techniques for computer vision
Jongseung Park, Joon Hee Han
KIISE Fall Conference, Korea, 1998
Video cut detection using complementary color concepts
Jaehak Kim, Jongseung Park, Joon Hee Han
KIISE Fall Conference, Korea, 1998
Feature point matching using epipolar geometry
Hyukmin Kwon, Joon Hee Han, Yeonku Chung
KIISE Fall Conference, Korea, 1998
Fuzzy Data Fitting with Genetic Algorithm
Sungyong Kim, Joon Hee Han
KIISE Fall Conference, Korea, 1998
Euclidean Reconstruction with Hybrid Camera Calibration
Sungyong Kim, Joon Hee Han
KIISE Spring Conference, Korea, 1998
A Fast Point Matching Relaxation Algorithm
Hyukmin Kwon, Jongseung Park, Joon Hee Han
KIISE Spring Conference, Korea, 1998
Self-Calibration from Point Correspondence and Euclidean Structure Reconstruction
Jongseung Park, Jaehak Kim, Hyukmin Kwon, Joon Hee Han
KIISE Spring Conference, Korea, 1998
3-D Representation by Refinement of Projective Reconstruction
Jaehak Kim, Jongseung Park, Joon Hee Han, Yeonku Chung
KIISE Spring Conference, Korea, 1998
Multiframe Image Mosaic using Camera-Centered Projective Depth Maps
Sanghee Hong, Joon Hee Han
Journal of KIISE, Vol. 25(4), 696-706, 1998
Efficient Image Matching using a Relaxation Algorithm
Jaemin Park, Joon Hee Han
Journal of KIISE, Vol. 25(2), 336-347, 1998
Computation of A Cross Section Structure from Linear Image Sequences
M. J. Kim, Joon Hee Han
Japan-Korea Joint Workshop on Frontiers of Computer Vision, Yokohama, Japan, 1998

1997

Estimating optical flow by tracking contours
Jong Seung Park, Joon Hee Han
Pattern Recognition Letters, Vol. 18, 641-648, 1997
Fuzzy representation of edgeness in blurred images
T. Y. Kim, Joon Hee Han
Journal of KIISE, Vol. 24(11), 1257-1266, 1997
Contour extraction using a genetic algorithm
Daegyu Bae, Joon Hee Han
Journal of KIISE, Vol. 24(10), 1063-1072, 1997
A Fuzzy Approach to Edge Detection and Representation
T. Y. Kim, Joon Hee Han
IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 1997
Design and Implementation of a metal surface defect image acquisition system
Joon Hee Han, Kyueun Yi
IS&T/SPIE Electronic Imaging, San Jose, CA, US, 1997
Intensity and feature based stereo matching
Tae-eun Choe, Joon Hee Han, Yeonku Chung
KIISE Fall Conference, Korea, 1997
Multiple image mosaicing using camera centered projective depth maps
Sanghee Hong, Joon Hee Han
Workshop on Image Processing and Image Understanding, Korea, 1997
Generalized Edge Representation Using Fuzzy Subsets
Tae Yong Kim, Joon Hee Han
Japan-Korea Joint Workshop on Frontiers of Computer Vision, Gyeongju, Korea, 1997

1996

Efficient contour motion estimation using an active contour model
Jongseung Park, Joon Hee Han
Journal of KIISE, Vol. 23(8), 871-881, 1996
Experiments on Estimating the 3-D Motion Parameters of a Curve
Jongseung Park, Jaemin Park, Joon Hee Han
KIISE Spring Conference, Korea, 1996
A Computation of Object Motion in Static Environment Using Intensity Matching Method
Jaemin Park, Jongseung Park, Joon Hee Han
KIISE Spring Conference, Korea, 1996
Object motion detection in a static environment using intensity matching
J. M. Park, Joon Hee Han
KIISE Spring Conference, Korea, 1996

1995

Fuzzy K-NN Algorithm using Modified K-selection
Y. K. Kim, Joon Hee Han
IEEE International Conference on Fuzzy Systems, 1995
Estimation of 3-D depth using multiple images
M. J. Kim, Joon Hee Han
Workshop on Image Processing and Image Understanding, Daejeon, Korea, 1995

1994

Computation of fixed surface features
Joon Hee Han, Myoung J. Kim, Timothy Poston
Pattern Recognition Letters, Vol. 15, 587-593, 1994
Fuzzy Hough Transform
Joon Hee Han, Laszlo T. Koczy, Timothy Poston
Pattern Recognition Letters, Vol. 15, 649-658, 1994
An Intelligent Land Vehicle PRV II : Design concept and performance results
K. Kim, S. Oh, S. Kim, J. Han, B. Kim, C. Kim
International Symposium on Automotive Technology and Automation, Aachen, Germany, 1994
Experimental properties of distance accumulation and 2D object recognition
K. H. Cho, Joon Hee Han
KIISE Fall Conference, Korea, 1994
Updated K selection in Fuzzy K-NN Algorithm
Yunkyung Kim, Joon Hee Han
KIISE Fall Conference, Korea, 1994
Connected component labeling-based geometric features and a classification algorithm for surface defect inspection
Duman Yoon, Joon Hee Han
Journal of KIISE, Vol. 21(5), 739-749, 1994
Target tracking using background matching
Changyoon O, Joon Hee Han
KIISE Spring Conference, Daejeon, Korea, 1994
Feature Evaluation and Classification of Complex 2-D Shapes
Myunggu Kang, Joon Hee Han
Journal of KIISE, Vol. 21(3), 501-510, 1994
Road Model for ALV
Jongseung Park, Joon Hee Han
Workshop on Image Processing and Image Understanding, Korea, 1994
Edge Based Stereo Using Piecewise Continuous Disparity Model
Joon Hee Han
Japanese Society of Electrical Engineers, Japan, 1994

1993

Fuzzy Hough Transform
Joon Hee Han, L. T. Koczy, Timothy Poston
IEEE International Conference on Fuzzy Systems, San Francisco. CA, US, 1993
An Autonomous Land Vehicle: Design and Preliminary Road Test Results
K. I. Kim, S. Y. Oh, J. S. Lee, Joon Hee Han, C. N. Lee
IEEE Intelligent Vehicles Symposium, Tokyo, Japan, 1993
Features for automatic surface inspection
Joon Hee Han, D. M. Yoon, M. K. Kang
SPIE Machine Vision Applications in Industrial Inspection, San Jose, CA, US, 1993
Distance Accumulation and Planar Curvature
Joon Hee Han, Timothy Poston
IEEE International Conference on Computer Vision (ICCV), Berlin, Germany, 1993
Fuzzy Hough Transform for Circle Detection
Jongseung Park, Joon Hee Han
KIISE Spring AI Conference, Korea, 1993
Visual Classification Criteria of Texture
Kyosik Kim, Joon Hee Han
KIISE Fall Conference, Korea, 1993
Visual inspection system for industrial inspection : Surface inspection
Joon Hee Han
Communications of KIISE, Vol. 11(5), 94-103, 1993
Feature Evaluation and Classification of Complex 2-D Shapes
Myungjin Kim, Joon Hee Han
Journal of KIISE, Vol. 20(5), 686-698, 1993
3-D Road Model for Autonomous Land Vehicle Navigation
Jongseung Park, Myungjin Kim, Joon Hee Han
KIISE Spring Conference, Korea, 1993
Massively Parallel Computer for Image Processing : TiME
Jungju Choi, Changsung Jeong, Joon Hee Han, Myungsu Kim, Chanik Park, Chanmo Park
KIISE Spring Conference, Korea, 1993
Local features and classification of complex 2D shapes
Joon Hee Han, M. G. Kang
International Symposium on Intelligent Process Automation, Gyeongju, Korea, 1993
An Autonomous Intelligent Road Vehicle PRV I
K. I. Kim, S. Y. Oh, J. S. Lee, S.W. Kim, Joon Hee Han, C. N. Lee
Workshop on Image Processing and Image Understanding, Korea, 1993

1992

Experiments on Geometric Features for Surface Defect Classification
Duman Yoon, Joon Hee Han
KIISE Spring Conference, Korea, 1992
Model base formation for non-gaussian feature value distribution
Joon Hee Han
International Symposium on Intelligent Process Automation, Daejeon, Korea, 1992
Experiments with Pattern Classifier for Surface Inspection
Myunggu Kang, Duman Yoon, Joon Hee Han, Youngbok Park, Dongseung Kim, Chanmo Park
KIISE Spring Conference, Pohang, Korea, 1992

1991

Classification of complex patterns for surface inspection
K. J. Cho, Joon Hee Han
IEEE International Conference on Robotics and Automation, Sacramento, CA, US, 1991
Calibration of a Binocular Stereo Device
Joon Hee Han, Christophe Gareyete
Workshop on Image Processing and Image Understanding, Suanbo, Korea, 1991
Moving Object Tracking by Correlation Coefficient Under Pyramid Image Data Structure
Myungjin Kim, Joon Hee Han
KIISE Spring Conference, Korea, 1991

1990

Detection of convex and concave discontinuous points in a plane curve
Joon Hee Han
IEEE International Conference on Computer Vision (ICCV), Osaka, Japan, 1990
Extraction of hierarchical structures from complicated 2-D shapes
Joon Hee Han, M. J. Kim, K. J. Cho
SPIE Intelligent Robots and Computer Vision, Boston, MA, US, 1990
Recognition of Two Dimensinal Object Using the Method of Segmentation
Myungjin Kim, Joon Hee Han
KIISE Fall Conference, Seoul, Korea, 1990
Statistical Pattern Recognition with Organizational Feature Set
Kwangjae Cho, Joon Hee Han
KIISE Fall Conference, Seoul, Korea, 1990
Binocular Matching On Correspondence Domain From Multi-Valued Edges
Joonwoo Kim, Joon Hee Han
KIISE Fall Conference, Seoul, Korea, 1990
Texture Classification Using Pyramid Structure
Jaesik Min, Joon Hee Han
KIISE Fall Conference, Seoul, Korea, 1990
Extraction of Structural Shapes from Complex 2-D Patterns
Joon Hee Han, Myungjin Kim, Kwangjae Cho
KIISE Spring Conference, Daejeon, Korea, 1990