De-An Huang 黃德安

My new Stanford webpage.

(Taken at Luzern, Switzerland)
 

About Me


Current Position : PhD student, Computer Science Department, Stanford University
Research Interests : Computer Vision, Robotics, Machine Learning, Bioinformatics

CV (updated: 2015/03/03)

Google Scholar


Education



 Aug. 2013 - Dec. 2014
Carnegie Mellon University
M.S. in Robotics
 Pittsburgh, USA


 Sep. 2008 - Jun. 2012 
National Taiwan University
B.S. Electrical Engineering minor in Mathematics
 Taipei, Taiwan
                                       

Work Experience



 May 2015 - Aug. 2015  
Research Intern
Microsoft Research Redmond
 Seattle, USA

 Feb. 2015 - May 2015 
Lab Associate
Disney Research Pittsburgh
 Pittsburgh, USA

 Aug. 2012 - Jun. 2013
Research Assistant
Multimedia and Machine Learning Lab,
Research Center for Information Technology Innovation,
Academia Sinica
 Taipei, Taiwan


 Feb. 2011 - Jul. 2012 
Undergraduate Research Assistant
Multimedia and Machine Learning Lab,
Research Center for Information Technology Innovation,
Academia Sinica
 Taipei, Taiwan




Projects



Prehensile Analysis Using First-Person Vision

 
 


D.-A
. Huang, M. Ma*, W.-C. Ma*, and K. M. Kitani. "How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps." To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 (* indicates equal contribution)
(PDFsupplementaryextended abstract


Mental Simulation of Human Interactions

 
 
D.-A. Huang, A. M. Farahmand, K. M. Kitani, and J. A. Bagnell. "Approximate MaxEnt Inverse Optimal Control and its Application for Mental Simulation of Human Interactions." To appear in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI), Jan. 2015. (PDF, supplementary)


D.-A. Huang and K. M. Kitani. "Action-Reaction: Forecasting the Dynamics of Human Interaction." European Conference on Computer Vision (ECCV), 2014. (PDF, video)


Coupled Dictionary and Feature Space Learning for Cross-Domain Image Synthesis and Recognition

 


D.-A. Huang and Y.-C. F. Wang. "Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition." IEEE International Conference on Computer Vision (ICCV), Dec. 2013(PDFcode)



Single Sample Per Person Face Recognition

 
 


D.-A. Huang
and Y.-C. F. Wang. "With One Look: Robust Face Recognition Using Single Sample Per Person." ACM Multimedia, short paper, Oct. 2013. (
PDF)


Single Image Denoising & Rain Removal

 

D.-A. Huang, L.-W. Kang, Y.-C. F. Wang, and C.-W. Lin. "Self-Learning Based Image Decomposition with Applications to Single Image Denoising." IEEE Transactions on Multimedia, volume 16, number 1, pages 1-11, January 2014. (PDF, code)

D.-A. Huang, L.-W. Kang, C.-Y. Tsai, M.-C. Yang, C.-W. Lin, and Y.-C. F. Wang. "Context-Aware Single Image Rain Removal." IEEE International Conference on Multimedia & Expo (ICME), 2012. (PDF, code)


Learning-Based Single Image Super-Resolution

 

M.-C. Yang*, D.-A. Huang*, C.-Y. Tsai, and Y.-C. F. Wang. "Self-Learning of Edge-Preserving Single Image Super-Resolution via Contourlet Transform." IEEE International Conference on Multimedia & Expo (ICME), 2012. (PDF)


C.-Y. Tsai, D.-A. Huang, M.-C. Yang, L.-W. Kang, and Y.-C. F. Wang. "Context-Aware Single Image Super-Resolution Using Locality-Constrained Group Sparse Representation." Visual Communications and Image Processing (VCIP), 2012 (invited paper for oral presentation).




Publications


Journal Papers

2014


D.-A. Huang, L.-W. Kang, Y.-C. F. Wang, and C.-W. Lin. "Self-Learning Based Image Decomposition with Applications to Single Image Denoising." IEEE Transactions on Multimedia, volume 16, number 1, pages 1-11, January 2014. (PDF, code)


Conference Papers

2015


D.-A. Huang, M. Ma*, W.-C. Ma*, and K. M. Kitani. "How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps." To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 (* indicates equal contribution). (PDFsupplementaryextended abstract


D.-A. Huang, A. M. Farahmand, K. M. Kitani, and J. A. Bagnell. "Approximate MaxEnt Inverse Optimal Control and its Application for Mental Simulation of Human Interactions." Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI), Jan. 2015. (PDF, supplementary)

2014


D.-A. Huang and K. M. Kitani. "Action-Reaction: Forecasting the Dynamics of Human Interaction." European Conference on Computer Vision (ECCV), 2014. (PDF, video


2013


D.-A. Huang and Y.-C. F. Wang. "Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition." IEEE International Conference on Computer Vision (ICCV), Dec. 2013. (PDF, code)


D.-A. Huang and Y.-C. F. Wang. "With One Look: Robust Face Recognition Using Single Sample Per Person." ACM Multimedia, short paper, Oct. 2013. (PDF)


R.-Y. Huang, D.-A. Huang, H.-J. K. Chiang, J.-H. R. Jiang, and F. Fages. "Species Minimization in Computation with Biochemical Reactions." International Workshop on Bio-Design Automation (IWBDA), 2013. (PDF)


2012


C.-Y. Tsai, D.-A. Huang, M.-C. Yang, L.-W. Kang, and Y.-C. F. Wang. "Context-Aware Single Image Super-Resolution Using Locality-Constrained Group Sparse Representation." Visual Communications and Image Processing (VCIP), 2012 (invited paper for oral presentation).

D.-A. Huang, J.-H. R. Jiang, R.-Y. Huang, and C.-Y. Cheng. "Compiling Program Control Flows into Biochemical Reactions." IEEE/ACM International Conference on Computer-Aided Design, November 2012. (PDF)


D.-A. Huang, L.-W. Kang, C.-Y. Tsai, M.-C. Yang, C.-W. Lin, and Y.-C. F. Wang. "Context-Aware Single Image Rain Removal." IEEE International Conference on Multimedia & Expo (ICME), 2012 (selected as Top 13% paper for oral presentation). (PDF, code)


M.-C. Yang*, D.-A. Huang*, C.-Y. Tsai, and Y.-C. F. Wang. "Self-Learning of Edge-Preserving Single Image Super-Resolution via Contourlet Transform." IEEE International Conference on Multimedia & Expo (ICME), 2012. (* indicates equal contribution). (PDF)



Ċ
黃德安,
2014年8月21日 上午7:34
Ċ
黃德安,
2016年11月21日 上午1:40
Ċ
黃德安,
2014年11月17日 下午12:14
Ċ
黃德安,
2014年11月19日 下午4:37
Ċ
黃德安,
2014年11月19日 下午4:38
Ċ
黃德安,
2015年4月9日 下午1:22
Ċ
黃德安,
2015年4月9日 下午1:22
Ċ
黃德安,
2015年4月9日 下午1:22
Ċ
黃德安,
2012年12月20日 下午5:03
ą
黃德安,
2015年11月17日 下午7:57