Yen-Liang Lin (林彥良)

Computer vision scientist

CV LinkedIn Google Scholar




GE Global Research Center (GRC)

Schenectady, NY, USA

yenlianglintw@gmail.com

About 

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

  1. Cross-Domain Hallucination Network for Fine-Grained Object Recognition

   Jin-Fu Lin, Yen-Liang Lin, Erh-Kan King, Hung-Ting Su, Winston Hsu

   CVPR workshop 2018 [pdf][poster]


Drone-based Object Counting by Spatially Regularized Regional Proposal Network

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

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

  

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 by Leveraging 3D Representation

   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 Dissertation

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

News

  1. Submit one paper to ECCV 2018

  2. Submit one paper to 3DV 2018