2015

Unsupervised Object Discovery and Tracking in Video Collections
Suha Kwak, Minsu Cho, Ivan Laptev, Jean Ponce, and Cordelia Schmid
To appear in International Conference on Computer Vision (ICCV), 2015.
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
Seunghoon Hong, Tackgeun You, Suha Kwak, and Bohyung Han
International Conference on Machine Learning (ICML), 2015.
Unsupervised Object Discovery and Localization in the Wild
Minsu Cho, Suha Kwak, Cordelia Schmid, and Jean Ponce
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. (oral presentation)

2014

Object Localization based on Structural SVM using Privileged Information
Jan Feyereisl, Suha Kwak, Jeany Son, and Bohyung Han
Advances in Neural Information Processing Systems (NIPS), 2014.
Online Video Event Detection by Constraint Flow
Suha Kwak, Bohyung Han, and Joon Hee Han
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 36, no. 6, 2014.

2013

Orderless Tracking through Model-Averaged Posterior Estimation
Seunghoon Hong, Suha Kwak, and Bohyung Han
International Conference on Computer Vision (ICCV), 2013. (oral presentation)
Multi-Agent Event Detection: Localization and Role Assignment
Suha Kwak, Bohyung Han, and Joon Hee Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.

2012

Online Multi-Target Tracking by Large Margin Structured Learning
Suna Kim, Suha Kwak, Jan Feyereisl, and Bohyung Han
Asian Conference on Computer Vision (ACCV), 2012.
On-line Video Segmentation by Bayesian Split-Merge Clustering
Juho Lee, Suha Kwak, Bohyung Han, and Seungjin Choi
European Conference on Computer Vision (ECCV), 2012.

2011

Generalized Background Subtraction Based on Hybrid Inference by Belief Propagation and Bayesian Filtering
Suha Kwak, Taegyu Lim, Woonhyun Nam, Bohyung Han, and Joon Hee Han
International Conference on Computer Vision (ICCV), 2011.
Learning Occlusion with Likelihoods for Visual Tracking
Suha Kwak, Woonhyun Nam, Bohyung Han, and Joon Hee Han
International Conference on Computer Vision (ICCV), 2011.
Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking
Changkyu Song, Jeany Son, Suha Kwak, and Bohyung Han
British Machine Vision Conference (BMVC), 2011.
Scenario-Based Video Event Recognition by Constraint Flow
Suha Kwak, Bohyung Han, and Joon Hee Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.

2008

Hierarchical Event Representation and Recognition Method for Scalable Video Event Analysis
Suha Kwak and Joon Hee Han
IEEE International Symposium on Multimedia (ISM), 2008.