Yen-Liang Lin (林彥良)

Computer vision scientist

CV LinkedIn Google Scholar

GE Global Research Center (GRC)

Schenectady, NY, USA


I am currently a computer vision scientist at GE Global Research Center (GRC). My research interests are in computer vision and machine learning. I received my PhD in Computer Science at National Taiwan University under the supervision of Prof. Winston Hsu. From 2013/06 - 2014/03, I had research visiting at University of Maryland advised by Prof. Larry S. Davis and Prof. Vlad I. Morariu.

Publications (Selected)

Drone-based Object Counting by Spatially Regularized Regional Proposal Network

   Meng-Ju Hsieh, Yen-Lian Lin, Winston Hsu

   ICCV 2017 [pdf][project page][poster]


Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation

   Kuan-Lun Tseng, Yen-Liang Lin, Winston Hsu, Chung-Yang (Ric) Huang

   CVPR 2017 [arXiv pdf][poster][nvidia blog]

Scalable Object Detection by Filter Compression with Regularized Sparse Coding

   Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu

   CVPR 2015 [pdf]

Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos

   Yen-Liang Lin, Vlad I. Morariu, Winston Hsu

   ICCV workshop 2015 [pdf][poster]

Augmenting Image Classification and Retrieval with 3D Models

   Yen-Liang Lin.

   CVPR 2015 (Doctoral Consortium)

Jointly Optimizing 3D Model Fitting and Fine-Grained Classification

   Yen-Liang Lin, Vlad I. Morariu, Winston Hsu, Larry S. Davis

   ECCV 2014 [pdf][code & dataset][poster]

3D Sub-Query Expansion for Improving Sketch-based Multi-View Image Retrieval

   Yen-Liang Lin,  Cheng-Yu Huang, Hao-Jeng Wang, Winston Hsu.

   ICCV 2013 [pdf]

Investigating 3D model and Part Information For Improving Content-based Vehicle Retrieval

   Yen-Liang Lin, Ming-Kuang Tsai, Winston Hsu, Chih-Wei Chen

   IEEE TCSVT 2013 (full paper)

Sketch-based Image Retrieval on Mobile Devices Using Compact Hash Bits 

   Kai-Yu Tseng, Yen-Liang Lin, Chen-Yu Hsiu, Winston H. Hsu

   ACM MM 2012 [pdf] [code] [demo]

Snap2read: Automatic Magazine Capturing and  Analysis for Adaptive Mobile Reading

   Yu-Ming Hsu, Yen-Liang Lin, Winston Hsu

   MMM 2011 (Best Paper Award)

PhD Thesis

Augmenting Image Retrieval and Classification by Leveraging 3D Representation, PhD Thesis, NTU, May 2014