Seminar

2017
Jan

Jan 3, 2017
Convolutional Neural Networks on Graphs
CV Lab. Seminar, Presentor: Deun Sol Jung
Convolutional neural networks on graphs with fast localized spectral filtering (NIPS 2016)

2016
Nov

Dec 13, 2016
RGB-D Semantic Segmentation with Multimodal FCN
CV Lab. Seminar, Presentor: Wonseok Lee

Nov 29, 2016
Generative adversarial networks and some related techniques
CV Lab. Seminar, Presentor: Paul Hongsuck Seo
Generative adversarial networks (NIPS 2014)
Improved Techniques for Training GANs (NIPS 2016)
Energy-based generative adversarial networks (submitted to ICLR 2017)
Generating videos with scene dynamics (NIPS 2016)
Nov 22, 2016
Weakly-Supervised Object Localization Using CAM
CV Lab. Seminar, Presentor: Solae Lee
Learning Deep Features for Discriminative Localization (CVPR 2016)

2016
Oct

Oct 25, 2016
Interesting works in ECCV 2016
CV Lab. Seminar, Presentor: Mooyeol Baek, Jonghwan Mun

Oct 18, 2016
Visual attribute prediction
CV Lab. Seminar, Presentor: Paul Hongsuck Seo
Hierarchical attention networks (arXiv 2016)
Visual Genome: connecting language and vision using crowdsourced dense image (IJCV 2016)
Oct 11, 2016
Scene segmentation with structured prediction
CV Lab. Seminar, Presentor: Chanmi You
Conditional random fields as recurrent neural networks (ICCV 2015)
Efficient piecewise training of deep structured models for semantic segmentation (CVPR 2016)
Oct 4, 2016
Tree-structured CNN
CV Lab. Seminar, Presentor: Mooyeol Baek
Modeling and Propagating CNNs in a Tree Structure for Visual Tracking (arXiv 2016)

Sep

Sep 27, 2016
Text-guided attention model for image captioning
CV Lab. Seminar, Presentor: Jonghwan Mun

Sep 20, 2016
Instance-wise Object Segmentation via Object Mask Embedding
CV Lab. Seminar, Presentor: Tackgeun You
Instance-sensitive Fully Convolutional Networks (ECCV16)
Instance-aware Semantic Segmentation via Multi-task Network Cascades (CVPR16)
Multi-scale Patch Aggregation for Simultaneous Detection and Segmentation (CVPR16)
Sep 8, 2016
Policy-learning in computer vision
CV Lab. Seminar, Presentor: Ilchae Jung
Playing atari with deep reinforcement learning (NIPS 2013)
Sep 1, 2016
Multi-object Tracking using Deep Learning
CV Lab. Seminar, Presentor: Jeany Son
Unsupervised Learning of Visual Representations using Videos (ICCV 2015)
Embedding Label Structures for Fine-Grained Feature Representation (CVPR 2016)

Aug

Aug 25, 2016
On-going Research Projects
CV Lab. Seminar, Presentor: Donghun Yeo

Aug 18, 2016
On-going Research Projects
CV Lab. Seminar, Presentor: Seunghoon Hong

Jun

Jun 6, 2016
Hierarchical Attention Network with Some More Insights
CV Lab. Seminar, Presentor: Paul Hongsuck Seo

Jun 2, 2016
Depth Estimetion and Semantic Segmentation
CV Lab. Seminar, Presentor: Wonseok Lee

May

May 3, 2016
Visual Question Answering
CV Lab. Seminar, Presentor: Hyeonwoo Noh

Apr

Apr 26, 2016
Forward Collision Warning System
CV Lab. Seminar, Presentor: Chanmi You

Apr 19, 2016
Activity Recognition
CV Lab. Seminar, Presentor: Mooyeol Baek

Apr 5, 2016
Image Caption Generation
CV Lab. Seminar, Presentor: Jonghwan Mun

Mar

Mar 29, 2016
CNN frameworks for action classification
CV Lab. Seminar, Presentor: Tackgeun You

Mar 22, 2016
Object detection in Forward Collision Warning
CV Lab. Seminar, Presentor: Ilchae Jung

Mar 8, 2016
Multi-target tracking
CV Lab. Seminar, Presentor: Jeany Son

Feb

Feb 16, 2016
Hierarchical attention network
CV Lab. Seminar, Presentor: Paul Hongsuck Seo

Feb 2, 2016
Video Analysis using Absorbing Markov Chain
CV Lab. Seminar, Presentor: Donghun Yeo

Jan

Jan 26, 2016
Deep Learning with Stochastic Latent Variables
CV Lab. Seminar, Presentor: Hyeonwoo Noh

Jan 19, 2016
Forward collision warning system
CV Lab. Seminar, Presentor: Chanmi You

Jan 12, 2016
Real-time multi object tracking
CV Lab. Seminar, Presentor: Mooyeol Baek

2015
Dec

Dec 8, 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
CV Lab. Seminar, Presentor: Hyeonseob Nam

Nov

Nov 24, 2015
Instance-level Object Segmentation
CV Lab. Seminar, Presentor: Tackgeun You

Nov 17, 2015
Caption Generation with Attention Model
CV Lab. Seminar, Presentor: Jonghwan Mun

Nov 12, 2015
Tracking with Online Hough Forest and Graph Matching
CV Lab. Seminar, Presentor: Ilchae Jung

Oct

Oct 27, 2015
Multi-target Tracking
CV Lab. Seminar, Presentor: Jeany Son

Oct 13, 2015
Graph-Structured Visual Tracking with Convolutional Neural Networks
CV Lab. Seminar, Presentor: Hyeonseob Nam

Oct 6, 2015
Image Question Answering
CV Lab. Seminar, Presentor: Paul Hongsuck Seo

Sep

Sep 24, 2015
Image Question Answering
CV Lab. Seminar, Presentor: Hyeonwoo Noh

Sep 15, 2015
Face detection using CNN
CV Lab. Seminar, Presentor: Chanmi You

Sep 8, 2015
Multi-object tracking
CV Lab. Seminar, Presentor: Mooyeol Baek

Sep 3, 2015
Tracking using Absorbing Markov Chain
Vision Group Seminar, Presentor: Donghun Yeo

Aug

Aug 13, 2015
Image Question Answering
CV Lab. Seminar, Presentor: Hyeonwoo Noh

Aug 11, 2015
Attention-based Caption Generation
Vision Group Seminar, Presentor: Jonghwan Mun

Aug 11, 2015
Object detection
Vision Group Seminar, Presentor: Tackgeun You

Aug 4, 2015Invited Seminar
Tracking-by-detection-based multi-object tracking with relative appearance and motion models
Vision Group Seminar, Presentor: Kuk-Jin Yoon (GIST)
Multi-object tracking (MOT) is to estimate objects' trajectories with their identities in image sequences. In a complex scene, this problem remains challenging because of severe occlusion caused by scene clutter or other objects, similar appearances of objects, and changes in the appearances and motions of objects. As a result, tracking failures such as track drifts and track fragments, occur frequently. To address these difficulties, a tracking-by-detection approach, which builds object trajectories by associating detections from object detectors, has been developed since it can recover tracking failures and reduce the problem complexity with provided detections. In this approach, the appearances of objects are used as an important cue for the data association which solves the assignment problems of detections-to-detections, detections-to-tracklets, and tracklets-to-tracklets. However, the appearance alone is not always enough to discriminate multiple objects, especially for tracking similar objects (e.g., pedestrians, faces, vehicles). In that case, the motion of objects is helpful in discriminating between multiple objects. In this talk, I will introduce several ways to exploit appearance and motion models for robust multi-object tracking.

Jul

Jul 27, 2015
Face detection using CNN
CV Lab. Seminar, Presentor: Chanmi You
A convolutional Neural Network Cascade for Face Detection (CVPR 2015)
Jul 23, 2015
Visual Tracking with Correlation Filters
Vision Group Seminar, Presentor: Hyeonseob Nam
High-Speed Tracking with Kernelized Correlation Filters (TPAMI 2015)
Long-term Correlation Tracking (CVPR 2015)
Real-time part-based visual tracking via adaptive correlation filters (CVPR 2015)
Jul 22, 2015
Image captioning
CV Lab. Seminar, Presentor: Tackgeun You
From Captions to Visual Concepts and Back (CVPR 2015)
Jul 16, 2015
Visual tracking with on-line hough-forest
Vision Group Seminar, Presentor: Ilchae Jung

Jul 14, 2015
In Defense of Color-based Model-free Tracking
CV Lab. Seminar, Presentor: Mooyeol Baek
In Defense of Color-based Model-free Tracking (CVPR 2015)

Jun

Jun 30, 2015
Caption description
CV Lab. Seminar, Presentor: Jonghwan Mun
Show and Tell: A Neural Image Caption Generator (CVPR 2015)
Show Attend and Tell Neural Image Caption Generation with Visual Attention (ICML 2015)
Jun 23, 2015
Learning a Deep Convolutional Network for General-Purpose Object Tracking
CV Lab. Seminar, Presentor: Hyeonseob Nam

Jun 18, 2015
Our recent paper on online tracking algorithm based on Convolutional Neural Network
Vision Group Seminar, Presentor: Seunghoon Hong

Jun 9, 2015
High-order graph matching
CV Lab. Seminar, Presentor: Ilchae Jung
A tensor-based algorithm for high-order graph matching (TPAMI 2010)
Fast and scalable approximate spectral matching for higher order graph matching (TPAMI 2014)

May

May 28, 2015
Multi-target tracking using minimax label propagation
Vision Group Seminar, Presentor: Jeany Son

May 19, 2015
Co-activity detection with modeling temporal co-occurrence
Vision Group Seminar, Presentor: Donghun Yeo

May 14, 2015
Learning Deconvolution Network for Semantic Segmentation
Vision Group Seminar, Presentor: Hyeonwoo Noh

May 12, 2015
Local Learning (Lazy Learning)
CV Lab. Seminar, Presentor: Honglak Kim
Predicting Useful Neighborhoods for Lazy Local Learning (NIPS 2014)
May 7, 2015
Weakly supervised object recognition
Vision Group Seminar, Presentor: Honglak Kim
Weakly-supervised Discovery of Visual Pattern Configurations (NIPS 2014)

Apr

Apr 30, 2015
My ongoing research related on face detection
Vision Group Seminar, Presentor: Chanmi You

Apr 16, 2015
General Ideas of Pedestrian Detection and my future work
Vision Group Seminar, Presentor: Woong Gi Chang

Apr 9, 2015
Spatial Pyramid Pooling and Back-propagation in Deep Convolutional Neural Networks
Vision Group Seminar, Presentor: Tackgeun You

Apr 7, 2015
Geodesic Object Proposals
CV Lab. Seminar, Presentor: Yongjin Park
Geodesic Object Proposals (ECCV 2014)
Apr 2, 2015
My ongoing research related on zero-shot learning
Vision Group Seminar, Presentor: Jonghwan Mun

Mar

Mar 26, 2015
My ongoing study about learning with privileged information
Vision Group Seminar, Presentor: Mooyeol Baek

Mar 24, 2015
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials
CV Lab. Seminar, Presentor: Jeany Son
Fast High-Dimensional Filtering Using the Permutohedral Lattice (EUROGRAPHICS 2010)
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials (NIPS 2011)
Mar 19, 2015
Learning a CNN with Class-Specific Backpropagation
Vision Group Seminar, Presentor: Hyeonseob Nam

Mar 17, 2015
Video saliency with absorbing markov chain
CV Lab. Seminar, Presentor: Donghun Yeo

Mar 10, 2015
Object detection in deep neural network
CV Lab. Seminar, Presentor: Tackgeun You
Deep Neural Network for Object Detection (NIPS 2013)
Scalable Object Detection using Deep Neural Networks (CVPR 2014)
Recurrent Convolutional Neural Networks for Scene Labeling (ICML 2014)
Mar 5, 2015
Robust feature matching with alternate hough and Inverted Hough Transform
Vision Group Seminar, Presentor: Ilchae Jung
Robust feature matching with alternate hough and Inverted Hough Transform (CVPR 2013)
A Path Following Algorithm for the Graph Matching Problem (TPAMI 2009)
Mar 3, 2015
Embedding with attribute
CV Lab. Seminar, Presentor: Jonghwan Mun
Label-Embedding for Attribute-Based Classification (CVPR 2013)
Aunified Semantic Emedding: Relating Taxonomies and Attribute (NIPS 2014)
Keyframe-Based Tracking for Rotoscoping and Animation (SIGGRAPH 2004)

Feb

Feb 26, 2015
Our ongoing research on robust visual tracking
Vision Group Seminar, Presentor: Seunghoon Hong
Accurate scale estimation for robust visual tracking (BMVC 2014)
Occlusion and motion reasoning for long-term tracking (ECCV 2014)
Fast visual tracking via dense spatio-temporal context learning (ECCV 2014)
Real-time tracking using a category-to-individual detector (ECCV 2014)
Feb 24, 2015
Convolutional neural networks for visual tracking
CV Lab. Seminar, Presentor: Hyeonseob Nam
Robust Online Visual Tracking with an Single Convolutional Neural Network (ACCV 2014)
Transferring Rich Feature Hierarchies for Robust Visual Tracking (arXiv 2015)
Feb 12, 2015
Segmentation-aware Deformable Part Models
Vision Group Seminar, Presentor: Jeany Son
Bottom-up Segmentation for Top-down Detection (CVPR 2013)
Segmentation-aware Deformable Part Models (CVPR 2014)
Feb 10, 2015
Two-Stream Convolutional Networks for Action Recognition in Videos
CV Lab. Seminar, Presentor: Mooyeol Baek
Two-Stream Convolutional Networks for Action Recognition in Videos (NIPS 2014)
Feb 2, 2015
Exemplar-based Graph Matching for Robust Facial Landmark Localization
Vision Group Seminar, Presentor: Chanmi You
Exemplar-based Graph Matching for Robust Facial Landmark Localization (ICCV 2013)

Jan

Jan 28, 2015
Image saliency with background region detection
Vision Group Seminar, Presentor: Donghun Yeo
Saliency Optimization from Robust Background Detection (CVPR 2014)
Jan 20, 2015
Object Matching Using a Locally Affine Invariant and Linear Programming Techniques
CV Lab. Seminar, Presentor: Ilchae Jung
Object Matching Using a Locally Affine Invariant and Linear Programming Techniques (TPAMI 2013)
Jan 15, 2015Invited Seminar
My ongoing research
Vision Group Seminar, Presentor: Suha Kwak (INRIA)

Jan 13, 2015
My ongoing research on tracking with CNN
CV Lab. Seminar, Presentor: Seunghoon Hong

2014
Dec

Dec 30, 2014
Weakly-supervised Discovery of Visual Pattern Configurations
CV Lab. Seminar, Presentor: Sueyoung Oh
Weakly-supervised Discovery of Visual Pattern Configurations (NIPS 2014)
Dec 3, 2014
Incremental Learning of NCM Forests for Large-Scale Image Classification
Vision Group Seminar, Presentor: Jonghwan Mun
Incremental Learning of NCM Forests for Large-Scale Image Classification (CVPR 2014)
Dec 2, 2014
Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction
CV Lab. Seminar, Presentor: Hyungrae Kim
Local Fisher Discriminant Analysis?for Supervised Dimensionality Reduction (ICML 2006)

Nov

Nov 25, 2014
Label space dimensionality reduction
CV Lab. Seminar, Presentor: Honglak Kim
Multilabel classification with principal label space transformation (Neural Computation 2012)
Multi-label Classification via Feature-aware Implicit Label Space Encoding (ICML 2014)
Nov 18, 2014
Tracking using Multilevel Quantizations
CV Lab. Seminar, Presentor: Jeany Son
Tracking using Multilevel Quantizations (ECCV 2014)
Nov 11, 2014
Camera self-calibration
CV Lab. Seminar, Presentor: Jongbin Yim
Camera Calibration froom Video of a Walking Human (TPAMI 2006)
Bayesian Autocalibration for Surveillance (ICCV 2005)
Surveillance Camera Autocalibration based on Pedestrian Height Distributions (BMVC 2011)
Nov 4, 2014
Image segmentation with high-level information
CV Lab. Seminar, Presentor: Yongjin Park
SCALPEL: Segmentation CAscades with Localized Priors and Efficient Learning (CVPR 2013)

Oct

Oct 16, 2014
Convolutional neural networks for visual tracking
Vision Group Seminar, Presentor: Hyeonseob Nam
Human tracking using convolutional neural networks (NN 2010)
DeepTrack: Learning Discriminative Feature Representations by Convolutional Neural Networks for Visual Tracking (BMVC 2014)
Oct 2, 2014
Tracking by Incremental gradient boosting
Vision Group Seminar, Presentor: Jeany Son

Sep

Sep 30, 2014
Image and video saliency detection
CV Lab. Seminar, Presentor: Donghun Yeo

Sep 25, 2014
Interactive tracking
Vision Group Seminar, Presentor: Jaebong Lee
Video Annotation and Tracking with Active Learning (NIPS 2011)
Interactive Tracking of 2D Generic Objects with Spacetime Optimization (ECCV 2008)
Interactive Offline Tracking for Color Objects (ICCV 2007)
Sep 23, 2014
Edge Boxes: Locating Object Proposals from Edges
CV Lab. Seminar, Presentor: Mooyeol Baek
Edge Boxes: Locating Object Proposals from Edges (ECCV 2014)
Sep 16, 2014
Semantic segmentation algorithm
CV Lab. Seminar, Presentor: Tackgeun You
Free-form Region Description with Second-order pooling (TPAMI 2013)
Sep 4, 2014
Part-based visual tracking with online latent structural learning
CV Lab. Seminar, Presentor: Ilchae Jung
Part-based visual tracking with online latent structural learning (CVPR 2013)

Aug

Aug 28, 2014
Label tree in large scale
CV Lab. Seminar, Presentor: Jonghwan Mun
Label Embedding trees for large mult-class tasks (NIPS 2010)
Fast and Balanced: Efficient label tree learning for large scale object recognition (NIPS 2011)
Aug 26, 2014
My ongoing research about pose estimation
Vision Group Seminar, Presentor: Sueyoung Oh

Aug 21, 2014
The basic concepts of neural networks and convolutional neural networks (ConvNets)
CV Lab. Seminar, Presentor: Hyeonseob Nam
Imagenet classification with deep convolutional neural networks (NIPS 2012)
Decaf: A deep convolutional activation feature for generic visual recognition (ICML 2014)
Rich feature hierarchies for accurate object detection and semantic segmentation (CVPR 2014)
Aug 19, 2014
Graph Matching
Vision Group Seminar, Presentor: Ilchae Jung
Reweighted Random Walks for Graph Matching (ECCV 2010)
Progressive Graph Matching: Making a Move of Graphs via Probabilistic Voting (CVPR 2012)
Aug 14, 2014
Constrained Semi-Supervised Learning using Attributes and Comparative Attributes
CV Lab. Seminar, Presentor: Kayoung Park
Constrained Semi-Supervised Learning using Attributes and Comparative Attributes (ECCV 2012)
Aug 12, 2014
Online Video segmentation
Vision Group Seminar, Presentor: Mooyeol Baek
A video representation using temporal superpixels (CVPR 2013)
Online video segmentation by bayesian split-merge clustering (ECCV 2012)
Streaming hierarchical video segmentation (ECCV 2012)
Aug 7, 2014
Pose Machines: Articulated Pose Estimation via Inference Machines
CV Lab. Seminar, Presentor: Sueyoung Oh
Pose Machines: Articulated Pose Estimation via Inference Machines (ECCV 2014)
Learning Message-Passing Inference Machines for Structured Prediction (CVPR 2011)
Aug 5, 2014
Image Saliency detection
Vision Group Seminar, Presentor: Donghun Yeo

Jul

Jul 29, 2014Invited Seminar
Enabling Machines to See Using Crowdsourced Data
Vision Group Seminar, Presentor: Joseph J. Lim (MIT)
In this talk, I will present my work on leveraging crowdsourced data for a variety of visual recognition tasks. I will talk about how to utilize human-driven data such as sketches and 3D CAD models, which have been overlooked for training recognition systems. I will first talk about Sketch Tokens. Sketch Tokens are mid-level contour representations, learned from human drawn sketches. I will also present what we can learn about correspondences between images from human-labeled data. Finally, I will move onto estimating the 3D pose of objects by learning from human-designed 3D CAD models.
Jul 24, 2014
Fast Edge Detection Using Structured Forests
CV Lab. Seminar, Presentor: Minseop Jang
Fast Edge Detection Using Structured Forests (Piort Dollar and C. Lawrence Zitnick, arXiv 2014)
Jul 22, 2014Invited Seminar
Monocular Multiview Object Tracking with 3D Aspect Parts
Vision Group Seminar, Presentor: Changkyu Song (UMICH)
Monocular Multiview Object Tracking with 3D Aspect Parts (ECCV 2014)
Jul 17, 2014
Unsupervised Discovery of Mid-Level Discriminative Patches
CV Lab. Seminar, Presentor: Hyungrae Kim
Unsupervised Discovery of Mid-Level Discriminative Patches (ECCV 2012)
Jul 16, 2014
Nonparametric Semantic Segmentation
Vision Group Seminar, Presentor: Tackgeun You
SuperParsing: Scalable Nonparametric Image Parsing with Superpixels (ECCV 2010)
Nonparametric Scene Parsing via Label Transfer (TPAMI 2011)
Jul 10, 2014
Efficient tracking algorithm based on kernelized correlation filter
CV Lab. Seminar, Presentor: Seunghoon Hong
Exploiting the Circulant Structure of Tracking-by-detection with Kernels (ECCV 2012)
Jul 8, 2014
Ensemble-based tracking approaches
Vision Group Seminar, Presentor: Seunghoon Hong
A General Framework for Combining Visual Trackers - The Black Boxes Approach (IJCV 2006)
Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles (CVPR 2010)
Ensemble-Based Tracking: Aggregating Crowdsourced Structured Time Series Data (ICML 2014)
Jul 1, 2014
Incremental Boosting
Vision Group Seminar, Presentor: Jeany Son
Incremental Learning of Boosted Face Detector (ICCV 2007)
Unsupervised Incremental Learning for Improved Object Detection in a Video (CVPR 2012)

Jun

Jun 26, 2014
Attributes in computer vision
CV Lab. Seminar, Presentor: Honglak Kim
Describing Objects by their Attributes (CVPR 2009)
Decorrelating Semantic Visual Attributes by Resisting the Urge to Share (CVPR 2014)
Jun 22, 2014
Variational Bayesian self-calibration of camera
CV Lab. Seminar, Presentor: Jongbin Yim

Jun 17, 2014
Image classification
Vision Group Seminar, Presentor: Kayoung Park
Multimodal semi-supervised learning for image classi?cation (CVPR 2010)
SimpleMKL (JMLR 2008)
Jun 12, 2014
Latent boosting for Action Recognition
CV Lab. Seminar, Presentor: Jeany Son
Latent boosting for Action Recognition (BMVC 2011)
Jun 5, 2014
The role of context for object detection and semantic segmentation in the wild
CV Lab. Seminar, Presentor: Yongjin Park
The role of context for object detection and semantic segmentation in the wild (CVPR 2014)
Jun 3, 2014
Learning Graphs to Match
Vision Group Seminar, Presentor: Mooyeol Baek
Learning Graphs to Match (ICCV 2013)

May

May 27, 2014
Superpixel tracking
Vision Group Seminar, Presentor: Jonghwan Mun
Superpixel tracking (ICCV 2011)
May 20, 2014
Automatic 4D Motion Generation
Vision Group Seminar, Presentor: Jaebong Lee

May 15, 2014
Saliency Detection using Background Proposal
CV Lab. Seminar, Presentor: Donghun Yeo

May 8, 2014
Regionlets for Generic Object Detection
CV Lab. Seminar, Presentor: Mooyeol Baek
Regionlets for Generic Object Detection (ICCV 2013)
May 1, 2014
Learning a Hierarchy of Discriminative Space-Time Neighborhood Features for Human Action Recognition
CV Lab. Seminar, Presentor: Jonghwan Mun
Learning a Hierarchy of Discriminative Space-Time Neighborhood Features for Human Action Recognition (CVPR 2010)

Apr

Apr 30, 2014
Saliency detection
Vision Group Seminar, Presentor: Donghun Yeo
Contextual Hypergraph Modelling for Salient Object Detection (CVPR 2013)
Submodular Salient Region Detection (CVPR 2013)
Apr 24, 2014
Emotion Recognition by Visual Analysis of Human Gait
CV Lab. Seminar, Presentor: Hyeonseob Nam

Apr 15, 2014
Object Tracking
Vision Group Seminar, Presentor: Ilchae Jung
Highly Nonrigid object tracking via patch-based dynamic appearance modeling (TPAMI 13)
Apr 10, 2014
Action Detection by Deformable part models
CV Lab. Seminar, Presentor: Tackgeun You
Spatiotemporal Deformable Part Models for Action Detection (CVPR 2013)
Apr 8, 2014
Online Graph-Based Tracking
Vision Group Seminar, Presentor: Hyeonseob Nam

Apr 3, 2014
Tracking of a non-rigid object via patch-based dynamic appearance modeling and adaptive basin hopping monte carlo sampling
CV Lab. Seminar, Presentor: Ilchae Jung
Tracking of a non-rigid object via patch-based dynamic appearance modeling and adaptive basin hopping monte carlo sampling (CVPR 09)
Apr 1, 2014
Action Classification
Vision Group Seminar, Presentor: Tackgeun You
Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification (ECCV 2010)
Leraning discriminative Fisher kernels (ICML 2011)

Mar

Mar 27, 2014
SVR, Ranking SVM, and its application on aesthetic assessment
CV Lab. Seminar, Presentor: Kayoung Park

Mar 25, 2014
Joint Image Clustering and Labeling by Matrix Factorization
Vision Group Seminar, Presentor: Seunghoon Hong

Mar 20, 2014
The general approch for pose estimation
CV Lab. Seminar, Presentor: Sueyoung Oh

Mar 13, 2014
My ongoing research
CV Lab. Seminar, Presentor: Woonhyun Nam

Feb

Feb 27, 2014
Self-taught Learning: Transfer Learning from Unlabeled Data
CV Lab. Seminar, Presentor: Hyungrae Kim
Self-taught Learning: Transfer Learning from Unlabeled Data (ICML 2007)
Feb 6, 2014
SVM+ & Image segmentation
CV Lab. Seminar, Presentor: Yongjin Park
A new learning paradigm: learning using privileged information (IJCNN 2009)
Feb 4, 2014
Saliency detection
Vision Group Seminar, Presentor: Donghun Yeo
Saliency Detection via Dense and Sparse Reconstruction (ICCV 2013)
Saliency Detection via Absorbing Markov Chain (ICCV 2013)

Jan

Jan 24, 2014
Markov Random Field
CV Lab. Seminar, Presentor: Minseop Jang
Video Object Tracking in the Compressed Domain Using Spatio-Temporal Markov Random Fields (TIP 2013)
Jan 21, 2014
Fully Automatic Face Composite
Vision Group Seminar, Presentor: Inveom Kwak

Jan 21, 2014
Handwriting Removal from Document Images
Vision Group Seminar, Presentor: Hyeonseob Nam

Jan 21, 2014
Tracking by Sampling Tree-Structured Graphical Models
Vision Group Seminar, Presentor: Seunghoon Hong

Jan 16, 2014
Prime Object Proposals with Randomized Prim's Algorithm
CV Lab. Seminar, Presentor: Honglak Kim
Prime Object Proposals with Randomized Prim's Algorithm (ICCV 2013)
Jan 14, 2014
Photo aesthetic assessment
Vision Group Seminar, Presentor: Kayoung Park
Learning to predict the perceived visual quality of photos (ICCV 2011)
The Interestingness of Images (ICCV 2013)
Jan 9, 2014
Co-activity Detection using PageRank
CV Lab. Seminar, Presentor: Donghun Yeo

Jan 8, 2014
Tracking by Sampling Tree-Structured Graphical Models
Vision Group Seminar, Presentor: Seunghoon Hong

2013
Dec

Dec 26, 2013
Macrofeature combination selection
CV Lab. Seminar, Presentor: Woonhyun Nam

Dec 10, 2013
Saliency detection
Vision Group Seminar, Presentor: Donghun Yeo
Hierarchical Saliency Detection (CVPR 2013)
Saliency Aggregation: A Data-driven Approach (CVPR 2013)
Dec 5, 2013
Handwriting Removal from Document Images
CV Lab. Seminar, Presentor: Hyeonseob Nam
Connected component level discrimination of handwritten and machine-printed text using eigenfaces (ICDAR 2011)

Nov

Nov 26, 2013
Offline tracking algorithm
Vision Group Seminar, Presentor: Seunghoon Hong
Orderless Tracking through Model-Averaged Posterior Estimation (ICCV 2013)
Nov 21, 2013
Integral channel features
CV Lab. Seminar, Presentor: Ilchae Jung
Integral channel features (BMVC 2009)
Nov 19, 2013
Fisher kernel and its applications to computer vision problems
Vision Group Seminar, Presentor: Suha Kwak
Exploiting generative models in discriminative classifiers (NIPS 1998)
Fisher kernels on visual vocabularies for image categorization (CVPR 2007)
Improving the Fisher kernel for large scale image classification (ECCV 2010)
Nov 14, 2013
An approach to pose-based action recognition
CV Lab. Seminar, Presentor: Sueyoung Oh
An approach to pose-based action recognition (CVPR 2013)
Nov 7, 2013
Collaborative filtering
CV Lab. Seminar, Presentor: Kayoung Park
A hybrid probabilistic model for unified collaborative and content-based image tagging (TPAMI 2011)

Oct

Oct 24, 2013
Object tracking using Background Subtraction and Motion Estimation in MPEG Videos
CV Lab. Seminar, Presentor: Minseop Jang
Object tracking using Background Subtraction and Motion Estimation in MPEG Videos (ACCV 2006)
Oct 11, 2013
3D-Based Reasoning with Blocks, Support, and Stability
CV Lab. Seminar, Presentor: Hyungrae Kim
3D-Based Reasoning with Blocks, Support, and Stability (CVPR 2013)
Oct 8, 2013
Shape models for pose estimation
Vision Group Seminar, Presentor: Jaebong Lee
A Robust Shape Model for Multi-view Car Alignment (CVPR 2009)
Constructing Implicit 3D Shape Models for Pose Estimation (ICCV 2009)
Oct 4, 2013
Alternating decision forests
CV Lab. Seminar, Presentor: Inveom Kwak
Alternating decision forests (CVPR 2013)
Oct 1, 2013
Reinforcement learning
Vision Group Seminar, Presentor: Jaedeug Choi
Optimal scanning for faster object detection (CVPR 2009)
Learning to Agglomerate Superpixel Hierarchies (NIPS 2011)

Schedule

CV Lab. Seminar

Day & Time: Every Thursday, 13:00
Place: Science Building II, Room 303