York University


Gene Cheung



The Lassonde School of Engineering
Department of Electrical Engineering & Computer Science


Content starts here

Content starts here
Associate Professor

Core Faculty of VISTA

I obtained my PhD degree from the EECS department in University of California Berkeley in 2000, and was a senior researcher in Hewlett-Packard Laboratories Japan from 2000 till 2009. I served as assistant, then associate professor in National Institute of Informatics (NII) in Tokyo Japan from 2009 to 2018. I currently serve as associate professor in the Department of EECS in York University, Toronto, Canada.

I currently serve as associate editor for  IEEE Transactions on Image Processing (TIP), EURASIP Signal Processing: Image Communication, and  APSIPA Transactions on Signal and Information Processing.

See my CV here (updated 09/03/2019). See my Google Scholar page.

News

  • 10/04/2019: 1 TSP paper submitted.
  • 8/20/2019: 1 TSP paper accepted.
  • 7/21/2019: 1 MMSP'19 paper accepted.
  • 7/18/2019: 1 TSP paper submitted.
  • 7/12/2019: 1 TSP paper submitted.
  • 6/17/2019: invited talk in University of Waterloo on "Graph Signal Analysis: Imaging, Learning, Sampling". See slides HERE.
  • 5/30/2019: Lassonde article on my DAS award is HERE.
  • 5/14/2019: invited talk in Oxford University, UK, on "Fast Graph Sampling using Gershgorin Disc Alignment".
  • 4/30/2019: 1 ICIP'19 paper accepted.
  • 4/26/2019: invited talk in Inria, Rennes, France, on "Fast Graph Sampling using Gershgorin Disc Alignment".
  • 4/16/2019: invited talk in University of Toronto on "Graph Signal Analysis: Imaging, Learning, Sampling".
  • 4/12/2019: NSERC Discovery Grant titled "Graph
    Spectral Imaging: Sampling, Representation and Restoration" (2019-2023) approved.
  • 4/12/2019: NSERC Discovery Accelerator
    Supplement Award (2019-2021) approved.
  • 4/07/2019: 1 CVPR'19 NTIRE Workshop paper acccepted.
  • 2/01/2019: 3 ICASSP'19 papers accepted.
  • 12/07/2018: EECS4452 class homepage is up HERE.
  • 11/30/2018: 1 TSP paper submitted. See arXiv verison.
  • 11/23/2018: Special session proposal on "Graph Spectral Processing of 3D Point Clouds" accepted to ICIP'19.
  • 11/19/2018: invited keynote in PCSJ/IMPS 2018 on "Graph Spectral Image Compression & Restoration".
  • 11/16/2018: invited talk in Ryerson University on "Graph Spectral Image Processing" available HERE.
  • 10/19/2018: 1 TIP paper submitted.
  • 10/01/2018: 1 TIP paper accepted.
  • 9/29/2018: 1 TMM paper submitted.
  • 9/26/2018: invited talk in Shenzhen University on "Graph Spectral Image Processing".
  • 6/12/2018: invited talk at GSP Workshop 2018 available HERE.
  • 6/12/2017: Matlab source code of left eigenvectors of the random walk graph Laplacian (LeRAG) for soft decoding of JPEG images is available for free download HERE.
  • 3/21/2017: Matlab source code of Optimal Graph Laplacian Regularization (OGLR) for image denoising available for free download HERE.
  • 2/08/2017: Microsoft Research Blog article on my research HERE.
  • 01/19/2015: Matlab source code of NLGBT depth map denoising is now available for free download HERE.
  • 01/09/2015: Matlab source code version 1 of Arithmetic Edge Coding (AEC) is now available for free download HERE.

Research Interests

  • Graph Signal Processing
  • Image Representation & Processing
  • Graph Spectral Machine Learning

Awards & Recognitions

  • Best student paper award at ICIP'17 (first prize chosen from over 2000 submitted papers).
  • Microsoft Research Blog article on my research on image processing, February 2017.
  • IEEE Signal Processing Society (SPS) Japan Best Paper Award 2016.
  • Best student paper award at IVMSP'16.
  • Distinguished lecturer in APSIPA 2016-2017.
  • 1 of 8 best paper finalists in ICME'15 (of 524 submitted papers).
  • MMTC Distinguished Service Award 2014.
  • 2 papers selected as top 10% accepted paper recognition at ICIP'14.
  • 1 of 3 PIs in Microsoft CORE9 program chosen for 1-year funding extension, June 2014.
  • NII Graduate Student Award 2013-2014 for co-advised graduate student Zhi Liu.
  • Best student paper award at ICIP'13 (1 of 3 chosen from 2102 submitted papers).
  • 2 papers selected as top 10% accepted paper recognition at ICIP'13.
  • The Graduate University for Advanced Studies Sokendai President's Award 2013 for co-advised graduate student Yunlong Feng.
  • ICM English Session Encouragement Award 2012 for co-advised graduate student Yunlong Feng.
  • Best reviewer award in VCIP'12 (6 of 200+ reviewers).
  • Best paper runner-up award in ICME'12 (of 609 submitted papers).
  • The Graduate University for Advanced Studies Sokendai President's Award 2012 for co-advised graduate student Zhi Liu.
  • Best poster award in PCSJ'11.
  • One of 5 best paper finalists in ICIP'11 (of 2245 submitted papers).
  • One of 22 best paper finalists in ICME'11 (of 744 submitted papers).
  • Best student paper award for co-advised graduate student Zhi Liu in StreamComm'11.
  • Top 10% paper award in MMSP'09, MMSP'11, MMSP'12, MMSP'13.
  • French newspaper atelier.fr published a news article on our community streaming research 5/19/2009.

Education

University of California, Berkeley, CA           May 2000
Doctor of Philosophy:   Electrical Engineering
Advisor:   Professor Steven McCanne

University of California, Berkeley, CA           May 1998
Master of Science:   Electrical Engineering
Advisor:   Professor Avideh Zakhor

Cornell University, Ithaca, NY           May 1995
Bachelor of Science:   Electrical Engineering

External Funding

NSERC Discovery Grant "Graph Spectral Imaging: Sampling, Represenation and Restoration" (2019-2023)

NSERC Discovery Accelerator Supplement Award (2019-2021)

Kandao Technology 2018-2019.

NTT 2017-2018.

Sisvel Technology FY'16.

Microsoft CORE12 FY'16. 1 of 4 PIs chosen for 1-year funding extension.

JSPS Grant-in-Aid for Challenging Exploratory Research FY'15-FY'17.

KDDI Research FY'13.

Samsung Research Japan FY'13, FY'14.

Microsoft CORE9 FY'13. 1 of 3 PIs chosen for 1-year funding extension.

Microsoft CORE7 FY'11. See HERE for details.

JSPS Grant-in-Aid for Young Scientists (B) FY'11-FY'13.

FP7-PEOPLE-2011-IRSES "QoSTREAM--Video Quality Driven Multimedia Streaming in Mobile Wireless Networks" 02/2012-02/2016.

Invited Talks

"Graph Signal Analysis: Imaging, Learning, Sampling (pdf)," hosted by Prof. Zhou Wang in University of Waterloo, Waterloo, Canada, June 2019.

"Fast Graph Sampling using Gershgorin Disc Alignment," hosted by Prof. Yuji Nakatsukasa in Oxford University, Oxford, UK, May 2019.

"Fast Graph Sampling using Gershgorin Disc Alignment," hosted by Dr. Thomas Maugey in Inria, Rennes, France, April 2019.

"Graph Signal Analysis: Imaging, Learning, Sampling," hosted by Prof. Ashish Khisti in University of Toronto, Toronto, Canada, April 2019.

"Graph Spectral Image Compression & Restoration," invited keynote in PCSJ/IMPS 2018, Shizuoka-ken, Japan, November 2018.

"Graph Spectral Image Processing (pdf)," hosted by Prof. Xiao-Ping Zhang in Ryerson University Toronto, Canada, November 2018.

"Graph Spectral Image Processing," hosted by Dr. Yuan Yuan in Shenzhen University, Shenzhen, China, September 2018.

"Recent Advances in Graph Spectral Image Processing (pdf)," invited talk in Graph Signal Processing Workshop, EPFL, Lausanne, Switzerland, June 2018.

"Graph Signal Processing for Image Compression & Restoration," hosted by Prof. Lu Fang in Tsinghua University Shenzhen Campus, Shenzhen, China, December 2017.

"Semi-Supervised Graph Classifier Learning with Negative Edge Weights (pdf)," hosted by Prof. Wei Hu in Peking University, Beijing, China, November 2017.

"Graph Signal Processing for Image Coding & Restoration (pdf),", "Interactive Media Streaming Applications Using Merge Frames (pdf)," hosted by Prof. Chunyu Lin in Beijing Jiaotong University, Beijing, China, November 2017.

"Semi-Supervised Graph Classifier Learning with Negative Edge Weights," hosted by Prof. Yao Wang in NYU Polytechnic Institute, New York, USA, June 2017.

"Graph Signal Processing for Image Compression & Restoration," hosted by Prof. Chia-Wen Lin in National Tsinghua University, Tsinchu, Taiwan, May 2017.

"Semi-Supervised Graph Classifier Learning with Negative Edge Weights  (pdf)," hosted by Prof. Enrico Magli in Politecnico di Torino, Torino, Italy, May 2017.

"Inverse Imaging Problems using Graph-Signal Smoothness Priors (pdf)," hosted by Prof. Jiaying Liu in Peking University, Beijing, China, September 2016.

"Inverse Imaging Problems using Graph-Signal Smoothness Priors", hosted by Prof. Michael Ng in Hong Kong Baptist University, Hong Kong, August 2016.

"Interactive Media Navigation using Merge Frames (pdf)", hosted by Dr. Dinei Florencio in Microsoft Research, Redmond, WA, USA, July 2016.

"Graph Signal Processing for Image Compression and Restoration, part 1 (coding), part 2a (denoising), part 2b (soft decoding)" tutorial in IEEE ICME 2016, Seattle, USA, July 2016.

"Merge Frame Design for Interactive Media Streaming Applications," hosted by Prof. Pascal Frossard in EPFL, Lausanne, Switzerland, March 2016.

"Merge Frame Design for Interactive Media Streaming Applications," hosted by Prof. Vladimir Stankovic in University of Strathclyde, Glasgow, UK, March 2016.

"Graph Signal Processing for Image Compression and Restoration," tutorial in APSIPA ASC, Hong Kong, December 2015.

"Depth Image Coding and Processing: part 1 (introduction), part 2 (coding), part 3 (denoising)," invited tutorial in COST Training School, 3D-AVCom 2015, Lisbon, Portugal, July 2015.

"Graph-based Depth Image Processing (pdf)," hosted by Dr. Ketan Tang in DJI, Shenzhen, China, May 2015.

"Non-intrusive Apnoea / Hypopnoea Detection System via MS Kinect captured Depth Video Analysis (pdf)," hosted by Prof. Jie Liang in Simon Fraser University, November 2014.

"Continuous Domain Analysis of Graph Laplacian Regularization for Image Denoising (pdf)," GSP Workshop, October 2014.

"3D Imaging: signal processing and applications," hosted by Prof. Lu Fang in University of Science and Technology of China, September 2014.

"Graph Laplacian Regularizer for Inverse Image Problems," hosted by Prof. Antonio Ortega in University of Southern California, August 2014.

"Graph Signal Processing for Image Compression & Restoration," hosted by Prof. Ivan Bajic in Simon Fraser University, March 2014.

"Graph Signal Processing for Image Compression & Restoration," hosted by Prof. Vladimir Stankovic in University of Strathclyde, Feb 2014.

"3D Visual Communication: Media Representation, Transport and Rendering," plenary talk at IEEE International Workshop on Multimedia Signal Processing, October 2013. Slides in pdf can be found here.

"Compact Representation of Dynamic 3D Scene for Immersive Visual Communication," hosted by Dr. Giuseppe Valenzise in Telecom ParisTech, March 2013.

"Compact Representation of Dynamic 3D Scene for Immersive Visual Communication," hosted by Prof. Oscar Au in Hong Kong University of Science and Technology,  Feb 2013.

"Compact Representation of Dynamic 3D Scene for Immersive Visual Communication," hosted by Prof. Lei Zhang in Hong Kong Polytechnic University, Dec 2012.

"Eye-gaze Prediction via Joint-Analysis of Gaze Patterns and Visual Media," hosted by Prof. Ivan Bajic in Simon Fraser University, Vancouver, Canada, March 2012.

"Transform Domain Sparsification of Depth Maps for Depth-Image-Based Rendering," hosted by Dr. Yasuyuki Matsushita in Microsoft Research Asia, Beijing, China, Oct 2011.

"Sparse Representation of Depth Maps for Efficient Transform Coding," hosted by Prof. Jie Liang in Simon Fraser University, Vancouver, Canada, Feb 2011.

"Optimizing Multiview Image / Video Coding and Streaming," hosted by Prof. Lei Zhang in Hong Kong Polytechnic University, Dec 2010.

"Network Video Systems: Error-resilience & Interactivity", hosted by Prof. Gary Chan in Hong Kong University of Science and Technology, Dec 2009.

Selected Publications (complete listing)

Journal:

Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar Au, "Merge Frame Design for Video Stream Switching using Piecewise Constant Functions (accepted version)," IEEE Transactions on Image Processing, vol.25, no.8, pp.3489-3504, August 2016.

Wei Hu, Gene Cheung, Antonio Ortega, Oscar Au, "Multiresolution Graph Fourier Transform for Compression of Piecewise Smooth Images (accepted version)," IEEE Transactions on Image Processing, vol.24, no.1, pp.419-433, January 2015.

Ismael Daribo, Dinei Florencio, Gene Cheung, "Arbitrarily Shaped Motion  Prediction for Depth Video Compression Using Arithmetic Edge Coding," IEEE Transactions on Image Processing, vol.23, no.11, pp.4696-4708, November 2014. (Matlab source code version 1 of arithmetic edge coding (AEC) is available for free download here.)

Wenxiu Sun, Gene Cheung, Philip Chou, Dinei Florencio, Cha Zhang, Oscar Au, "Rate-constrained 3D Surface Estimation from Noise-corrupted Multiview Depth Videos," IEEE Transactions on Image Processing, vol.23, no.7, pp.3138-3151, July 2014.

Gene Cheung, Vladan Velisavljevic, Antonio Ortega, "On Dependent Bit Allocation for Multiview Image Coding with Depth-Image-based Rendering," IEEE Transactions on Image Processing, vol.20, no.11, November 2011.

Gene Cheung, Antonio Ortega, Ngai-Man Cheung, "Interactive Streaming of Stored Multiview Video using Redundant Frame Structures," IEEE Transactions on Image Processing, vol.20, no.3, pp.744-761, March 2011.

Conference:

Yu Mao, Gene Cheung, Chia-Wen Lin, Yusheng Ji, "Image Classifier Learning from Noisy Labels via Generalized Graph Smoothness Priors (accepted version)," IEEE IVMSP Workshop, Bordeaux, France, July 2016. (Best student paper award.)

Pengfei Wan, Gene Cheung, Dinei Florencio, Cha Zhang, Oscar Au, "Image Bit-depth Enhancement via Maximum-a-Posteriori Estimation of Graph AC Component (accepted version)," IEEE International Conference on Image Processing, Paris, France, October, 2014. (Top 10% accepted paper recognition.)

Wei Hu, Gene Cheung, Xin Li, Oscar Au, "Graph-based Joint Denoising and Super-resolution of Generalized Piecewise Smooth Images (accepted version)," IEEE International Conference on Image Processing, Paris, France, October, 2014. (Top 10% accepted paper recognition.)

Wei Hu, Xin Li, Gene Cheung, Oscar Au, "Depth Map Denoising using Graph-based Transform and Group Sparsity (accepted version)," IEEE International Workshop on Multimedia Signal Processing, Pula (Sardinia), Italy, October, 2013. (Top 10% paper award.)

Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar Au, "Rate-distortion Optimized Merge Frame using Piecewise Constant Functions (accepted version)," IEEE International Conference on Image Processing, Melbourne, Australia, September, 2013. (Provisional patent filed with HKUST) (Best student paper award at ICIP'13, 1 of 3 chosen from almost 2200 submitted papers.)

Hadi Hadizadeh, Ivan Bajic, Gene Cheung, "Saliency-cognizant Error Concealment in Loss-corrupted Streaming Video (accepted version)," IEEE International Conference on Multimedia and Expo 2012, Melbourne, Australia, July 2012. (Best paper runner-up award of 609 submitted papers.)

Wai-tian Tan, Gene Cheung, Yi Ma, "Face Recovery in Conference Video Streaming using Robust Principal Component Analysis," IEEE International Conference on Image Processing, Brussels, Belgium, September 2011.(One of 5 best paper finalists of 2245 submitted papers.)

Zhi Liu, Gene Cheung, Yusheng Ji, "Distributed Markov Decision Process in Cooperative Peer-to-peer Repair for WWAN Video Broadcast," IEEE Workshop on Streaming and Media Communications (in conjunction with ICME 2011), Barcelona, Spain, July 2011. (Best student paper award.)

Yunlong Feng, Gene Cheung, Wai-tian Tan, Yusheng Ji, "Hidden Markov Model for Eye Gaze Prediction in Networked Video Streaming," IEEE International Conference on Multimedia and Expo, Barcelona, Spain, July 2011. (One of 22 best paper finalists out of 744 submitted papers.)



You can reach me at:

Email: genec AT yorku DOT ca
Phone: +1-416-736-2100 x.77884
Address:  2012 Lassonde
Department of EECS

York University
4700 Keele Street
Toronto, Canada M3J 1P3
 

last modified October 4, 2019

 

 

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