[Attention] This website was not updated since March 2016.
Please find my latest information at: https://sites.google.com/site/kevinlin311tw/
Please find my latest information at: https://sites.google.com/site/kevinlin311tw/
Kevin (Ke-Yun) Lin 林可昀
Research Assistant Institute of Information Science, Academia Sinica, Taipei, Taiwan Email: kevinlin311.tw [at] gmail.com [CV] (updated: March, 2016) [Google Scholar] [Github] |
Updates
- Apr. 2016: Received the University of Washington PhD Fellowship for graduate study.
- Mar. 2016: Our paper on unsupervised binary descriptors learning has been accepted to CVPR 2016.
- Apr. 2015: Our paper on deep learning based fast image retrieval has been accepted to CVPR DeepVision Workshop 2015
About me
I am a Research Assistant with the Institute of Information Science, Academia Sinica, working with Prof. Chu-Song Chen on computer vision and machine learning. I also work closely with Prof. Jiwen Lu (Tsinghua University), Dr. Huei-Fang Yang (Academia Sinica) and Dr. Jen-Hao Hsiao (Yahoo Taiwan), focusing on deep learning for large-scale image analysis and retrieval projects.
Before that, I received the B.S. degree in electronic and computer engineering from National Taiwan University of Science and Technology in 2012, and the M.S. degree in computer science from National Taiwan University, in 2014, under the supervision of Prof. Yi-Ping Hung and Prof. Chu-Song Chen.
I am a Research Assistant with the Institute of Information Science, Academia Sinica, working with Prof. Chu-Song Chen on computer vision and machine learning. I also work closely with Prof. Jiwen Lu (Tsinghua University), Dr. Huei-Fang Yang (Academia Sinica) and Dr. Jen-Hao Hsiao (Yahoo Taiwan), focusing on deep learning for large-scale image analysis and retrieval projects.
Before that, I received the B.S. degree in electronic and computer engineering from National Taiwan University of Science and Technology in 2012, and the M.S. degree in computer science from National Taiwan University, in 2014, under the supervision of Prof. Yi-Ping Hung and Prof. Chu-Song Chen.
PROJECT
From Street to Shop: Mobile visual search for clothing product
We develop deep learning techniques for mobile image search in Yahoo E-commerce stores.
The technology has been integrated in Yahoo Shopping Apps! Download and enjoy!
[iOS] [Android]
The technology has been integrated in Yahoo Shopping Apps! Download and enjoy!
[iOS] [Android]
PUBLICATION
Deep Learning of Binary Hash Codes for Fast Image Retrieval
Kevin Lin, Huei-Fang Yang, Jen-Hao Hsiao, Chu-Song Chen IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2015 [pdf] [code] [questions] [slide] |
Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search
Kevin Lin, Huei-Fang Yang, Kuan-Hsien Liu, Jen-Hao Hsiao, Chu-Song Chen ACM International Conference on Multimedia Retrieval (ICMR), 2015 [pdf] |
Flower Classification with Few Training Examples via Recalling Visual Patterns from Deep CNN
Kevin Lin, Huei-Fang Yang, Chu-Song Chen IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2015 [pdf] Huang Jan S. Memorial Excellent Paper Award |