Thursday, July 20, 2017

Publications

 

 

 

 

DeepCD: Learning Deep Complementary Descriptors for Patch Representations

Tsun-Yi Yang, Jo-Han Hsu, Yen-Yu Lin, and Yung-Yu Chuang

 

IEEE International conference on Computer Vision (ICCV), October 2017

Paper Codes

 

 

 

Weakly Supervised Saliency Detection with A Category-Driven Map Generator

Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang

 

British Machine Vision Conference (BMVC), September 2017

Paper Web and Codes

 

 

 

Recognizing Offensive Tactics in Broadcast Basketball Videos via Key Player Detection

Tsung-Yu Tsai, Yen-Yu Lin, Hong-Yuan Mark Liao, and Shyh-Kang Jeng

 

IEEE International Conference on Image Processing (ICIP), September 2017

Paper

 

 

 

Deep Dictionary Learning for Fine-Grained Image Classification

Mettu Srinivas, Yen-Yu Lin, and Hong-Yuan Mark Liao

 

IEEE International Conference on Image Processing (ICIP), September 2017

Paper

 

 

 

Recognizing Human Actions with Outlier Frames by Observation Filtering and Completion

Shih-Yao Lin, Yen-Yu Lin, Chu-Song Chen, and Yi-Ping Hung

 

to appear in ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Paper Dataset

 

 

 

Deep Co-Occurrence Feature Learning for Visual Object Recognition

Ya-Fang Shih*, Yang-Ming Yeh*, Yen-Yu Lin, Yi-Chang Lu, Ming-Feng Weng, and Yung-Yu Chuang (*: equal contribution)

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), July 2017

Paper Web and Codes

 

 

 

Learning Deep and Sparse Feature Representation for Fine-Grained Recognition

Mettu Srinivas, Yen-Yu Lin, and Hong-Yuan Mark Liao

 

IEEE International on Multimedia and Expo (ICME), July 2017

Paper

 

 

 

Segmentation Guided Local Proposal Fusion for Co-Saliency Detection

Chung-Chi Tsai, Xiaoning Qian, and Yen-Yu Lin

 

IEEE International on Multimedia and Expo (ICME), July 2017

Paper

 

 

 

Image Co-Saliency Detection via Locally Adaptive Saliency Map Fusion

Chung-Chi Tsai, Xiaoning Qian, and Yen-Yu Lin

 

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017

Paper

 

 

 

Learning and Inferring Human Actions with temporal Pyramid Features based on Conditional Random Fields

Shih-Yao Lin, Yen-Yu Lin, Chu-Song Chen, and Yi-Ping Hung

 

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017

Paper

 

 

 

USEQ: Ultra-Fast Superpixel Extraction via Quantization

Chun-Rong Huang, Wei-An Wang, Szu-Yu Lin and Yen-Yu Lin

 

IEEE  International Conference on Pattern Recognition (ICPR), December 2016

Paper Web and Codes

 

 

 

Learning Discriminatively Reconstructed Source Data for Object Recognition with Few Examples

Pai-Heng Hsiao, Feng-Ju Chang, and Yen-Yu Lin

 

IEEE Transactions on Image Processing (TIP), Vol. 25, No. 8, PP. 3518-3532, August 2016

Paper

 

 

 

Accumulated Stability Voting: A Robust Descriptor from Descriptors of Multiple Scales

Tsun-Yi Yang, Yen-Yu Lin, and Yung-Yu Chuang

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016

Paper Codes

 

 

 

Progressive Feature Matching with Alternate Descriptor Selection and Correspondence Enrichment

Yuan-Ting Hu and Yen-Yu Lin

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016

Paper

 

 

 

Precise Player Segmentation in Team Sports Videos Using Contrast-Aware Co-Segmentation

Tsung-Yu Tsai, Yen-Yu Lin, Hong-Yuan Mark Liao, and Shyh-Kang Jeng

 

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2016

Paper

 

 

Co-Segmentation Guided Hough Transform for Robust Feature Matching

Hsin-Yi Chen, Yen-Yu Lin, and Bing-Yu Chen

 

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Vol. 37, No. 12, PP. 2388-2401, December 2015

Paper

 

 

 

 

Matching Images with Multiple Descriptors: An Unsupervised Approach for Locally Adaptive Descriptor Selection

Yuan-Ting Hu, Yen-Yu Lin, Hsin-Yi Chen, Kuang-Jui Hsu, and Bing-Yu Chen

 

IEEE Transactions on Image Processing (TIP), Vol. 24, No. 12, PP. 5995-6010, December 2015

Paper

 

 

 

Robust Feature Matching via Multiple Descriptor Fusion

Yuan-Ting Hu and Yen-Yu Lin

 

Asian Conference on Pattern Recognition (ACPR), November 2015

Paper

 

 

Robust Image Alignment with Multiple Feature Descriptors and Matching-Guided Neighborhoods

Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015

Paper Abstract Web and Codes

 

 

Blur Kernel Estimation Using Normalized Color-Line Prior

Wei-Sheng Lai, Jian-Jiun Ding, Yen-Yu Lin, and Yung-Yu Chuang

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2015

Paper Abstract Web

 

Linear Spectral Mixture Analysis via Multiple Kernel Learning for Hypercpectral Image Classification

Keng-Hao Liu, Yen-Yu Lin, and Chu-Song Chen

 

IEEE Transactions on Geoscience and Remote Sensing (TGRS)Vol. 53, No. 4, PP. 2254-2269, April 2015

Paper

 

Robust Action Recognition via Borrowing Information across Video Modalities

Nick C. Tang, Yen-Yu Lin, Ju-Hsuan Hua, Shih-En Wei, Ming-Fang Weng, and Hong-Yuan Mark Liao

 

IEEE Transactions on Image Processing (TIP), Vol. 24, No. 2, PP. 709-723, February 2015

Paper

 

 

Cross-Camera Knowledge Transfer for Multiview People Counting

Nick C. Tang, Yen-Yu Lin, Ming-Fang Weng, and Hong-Yuan Mark Liao

 

IEEE Transactions on Image Processing (TIP), Vol. 24, No. 1, PP. 80-93, January 2015

Paper

 

 

Per-cluster Ensemble Kernel Learning for Multi-modal Image Clustering with Group-dependent Feature Selection

Jeng-Tsung Tsai, Yen-Yu Lin, and Hong-Yuan Mark Liao

 

IEEE Transactions on Multimedia (TMM), Vol. 16, No. 8, PP. 2229-2241, December 2014

Paper

 

 

Skeleton-Augmented Human Action Understanding by Learning with Progressively Refined Data

Shih-En Wei, Nick C. Tang, Yen-Yu Lin, Ming-Fang Weng, and Hong-Yuan Mark Liao

 

ACM International Workshop on Human Centered Event Understanding from Multimedia (HuEvent), November 2014

Paper

 

 

Video Saliency Map Detection by Dominant Camera Motion Removal

Chun-Rong Huang, Yun-Jung Chang, Zhi-Xiang Yang, and Yen-Yu Lin

 

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 24, No. 8, PP. 1336-1349, August 2014

Paper Web, Dataset, and Codes

 

Multiple Structured-Instance Learning for Semantic Segmentation with Uncertain Training Data

Feng-Ju Chang, Yen-Yu Lin, and Kuang-Jui Hsu

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2014

Paper

 

Depth and Skeleton Associated Action Recognition without Online Accessible RGB-D Cameras

Yen-Yu Lin, Ju-Hsuan Hua, Nick C. Tang, Min-Hung Chen, and Hong-Yuan Mark Liao

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2014

Paper

 

 

Augmented Multiple Instance Regression for Inferring Object Contours in Bounding Boxes

Kuang-Jui Hsu, Yen-Yu Lin, and Yung-Yu Chuang

 

IEEE Transction on Image Processing (TIP), Vol. 23, No. 4, PP. 1722-1736, April 2014

Paper Web and Codes

 

 

Human Action Recognition using Associated Depth and Skeleton Information

Nick C. Tang, Yen-Yu Lin, Ju-Hsuan Hua, Ming-Fang Weng, and Hong-Yuan Mark Liao

 

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014

Paper

 

Multi-view Face Detection in Videos with Online Adaptation

Yao-Chuan Chang, Yen-Yu Lin, and Hong-Yuan Mark Liao


IEEE International Conference on Image Processing (ICIP), September 2013

Paper

 

 

Robust Feature Matching with Alternate Hough and Inverted Hough Transforms

Hsin-Yi Chen, Yen-Yu Lin and Bing-Yu Chen

 

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2013

Paper

 

 

The Acousticvisual Emotion Gaussians Model for Automatic Generation of Music Video

Ju-Chiang Wang, Yi-Hsuan Yang, I-Hong Jhuo, Yen-Yu Lin, and Hsin-Min Wang


ACM International Conference on Multimedia (MM), November 2012, Grand Challenge solution paper (First Prize)

Paper

 

 

Knowledge Leverage from Contours to Bounding Boxes: A Concise Approach to Annotation

Jie-Zhi Cheng, Feng-Ju Chang, Kuang-Jui Hsu, and Yen-Yu Lin


Asian Conference on Computer Vision (ACCV), Lecture Notes in Computer Science, November 2012

Paper

 

 

Cross-Database Transfer Learning via Learnable and Discriminant Error-correcting Output Codes

Feng-Ju Chang, Yen-Yu Lin, and Ming-Fang Weng


Asian Conference on Computer Vision (ACCV), Lecture Notes in Computer Science, November 2012 (Oral Paper)

Paper

 

 

Cluster-dependent Feature Selection by Multiple Kernel Self-organizing Map

Kuan-Chieh Huang, Yen-Yu Lin, and Jie-Zhi Cheng


IEEE International Conference on Pattern Recognition (ICPR), November 2012

Paper

 

 

Visual Knowledge Transfer among Multiple Cameras for People Counting with Occlusion Handling

Ming-Fang Weng, Yen-Yu Lin, Nick C. Tang, and Hong-Yuan Mark Liao


ACM International Conference on Multimedia (MM), October 2012 (Full Paper)

Paper

 

 

Action Recognition using Instance-specific and Class-consistent Cues

Chin-An Lin, Yen-Yu Lin, Hong-Yuan Mark Liao, and Shyh-Kang Jeng


IEEE International Conference on Image Processing (ICIP), September 2012

Paper

 

 

Cross Camera People Counting with Perspective Estimation and Occlusion Handling

Tsung-Yi Lin, Yen-Yu Lin, Ming-Fang Weng, Yu-Chiang Wang, Yu-Feng Hsu, and Hong-Yuan Mark Liao


IEEE International Workshop on Information Forensics and Security (WIFS), November 2011

Paper

 

Multiple Kernel Learning for Dimensionality Reduction

Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh


IEEE Transction on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 33, No. 6, PP. 1147-1160, June 2011

Paper

 

 

Clustering Complex Data with Group-dependent Feature Selection

Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh


European Conference on Computer Vision (ECCV), September 2010

Paper

 

Efficient Discriminative Local Learning for Object Recognition

Yen-Yu Lin, Jyun-Fan Tsai, and Tyng-Luh Liu


IEEE International conference on Computer Vision (ICCV), September 2009

Paper

 

 

Dimensionality Reduction for Data in Multiple Feature Representations

Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh

Advances in Neural Information Processing Systems (NIPS), December 2008


Paper

 

 

Local Ensemble Kernel Learning for Object Category Recognition

Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh


IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2007 (Oral Paper)

Paper

 

Semantic Manifold Learning for Image Retrieval

Yen-Yu Lin, Tyng-Luh Liu, and Hwann-Tzong Chen


ACM International Conference on Multimedia (ACM MM), December 2005, (Best Student Papers Session)

Paper

 

Shape Recognition using Fast Boosted Filtering

Yen-Yu Lin and Tyng-Luh Liu


IEEE International conference on Image Processing (ICIP), volume 2, September 2005

Paper

 

Robust Face Detection with Multi-class Boosting

Yen-Yu Lin and Tyng-Luh Liu


IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2005

Paper

 

Fast Object Detection with Occlusions

Yen-Yu Lin, Tyng-Luh Liu, and Chiou-Shann Fuh


European Conference on Computer Vision (ECCV), May 2004

Paper

 

 

 

 

 

Theses 

Master Thesis: DescriptorBoost: An Unsupervised Approach to Fusing Multiple Descriptors in the Homography Space

Author: Yuan-Ting Hu

 

Advisors: Dr. Bing-Yu Chen and Dr. Yen-Yu Lin

 

Date: June, 2014

 

Master Thesis: Patch Match with Multiple Descriptors for Scene Alignment

Author: Han-Yi Tsai

 

Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin

 

Date: June, 2014

 

Master Thesis: Augmented Multiple Instance Regression for Inferring Object Contours within Bounding Boxes

Author: Kuang-Jui Hsu

 

Advisors: Dr. Yung-Yu Chuang and Dr. Yen-Yu Lin

 

Date: June, 2013

 

Award: Best Master Thesis Award, Institute of Information & Computing Machinery (IICM)

 

Thesis

 

Master Thesis: Anomaly Detection Localization via Foreground Motion Information

Author: Yi-Chen Wang

 

Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin

 

Date: June, 2012

 

Master Thesis: An Efficient Temporal Model for Action Recognition Using Multivariate Linear Prediction

Author: Chin-An Lin

 

Advisors: Dr. Shyh-Kang Jeng and Dr. Yen-Yu Lin

 

Date: June, 2012

 

Award: Best Master Thesis Award, Institute of Information & Computing Machinery (IICM)

 

Ph.D Thesis: Multiple Kernel Learning for Computer Vision Applications

Author: Yen-Yu Lin

 

Advisors: Dr. Tyng-Luh Liu and Dr. Chiou-Shann Fuh

 

Date: October, 2010

 

Thesis