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Depth Map Coding for View Synthesis Based on Distortion Analyses | IEEE Journals & Magazine | IEEE Xplore

Depth Map Coding for View Synthesis Based on Distortion Analyses


Abstract:

In 3-D video, view synthesis with depth-image-based rendering is employed to generate any virtual view between available camera views. Distortions in depth map induce geo...Show More

Abstract:

In 3-D video, view synthesis with depth-image-based rendering is employed to generate any virtual view between available camera views. Distortions in depth map induce geometry changes in the virtual views, and thus degrade the performance of view synthesis. This paper proposes a depth map coding method to improve the performance of view synthesis based on distortion analyses. The major technical innovation of this paper is to formulate maximum tolerable depth distortion (MTDD) and depth disocclusion mask (DDM), since such depth sensitivity for view synthesis and inter-view redundancy can be well utilized in coding. To be more specific, we define two different encoders (e.g., base encoder and side encoder) for depth maps in left and right views, respectively. For base encoding, different types of coding units are extracted based on the distribution of MTDD and assigned with different quantitative parameters for coding. For side encoding, a warped-SKIP mode is designed to remove inter-view redundancy based on the distribution of DDM. The experimental results show that the proposed scheme not only achieves high view synthesis performance, but also reduce the computational complexity of encoding.
Page(s): 106 - 117
Date of Publication: 20 January 2014

ISSN Information:

Faculty of Information Science and Engineering, Ningbo University, Ningbo, China
Author image of Weisi Lin
Centre for Multimedia and Network Technology, School of Computer Engineering, Nanyang Technological University, Singapore
Weisi Lin (M'92–SM'98) received the B.Sc. and M.Sc. degrees from Zhongshan University, Guangzhou, China, and the Ph.D. degree from King's College London, London, U.K.
He was the Lab Head, Visual Processing, and the Acting Department Manager, Media Processing, for the Institute for Infocomm Research, Singapore. Currently, he is an Associate Professor in the School of Computer Engineering, Nanyang Technological University, S...Show More
Weisi Lin (M'92–SM'98) received the B.Sc. and M.Sc. degrees from Zhongshan University, Guangzhou, China, and the Ph.D. degree from King's College London, London, U.K.
He was the Lab Head, Visual Processing, and the Acting Department Manager, Media Processing, for the Institute for Infocomm Research, Singapore. Currently, he is an Associate Professor in the School of Computer Engineering, Nanyang Technological University, S...View more
Author image of Gangyi Jiang
Faculty of Information Science and Engineering, Ningbo University, Ningbo, China
Gangyi Jiang received the M.S. degree from Hangzhou University, China, in 1992, and the Ph.D. degree from Ajou University, Gyeonggi-do, South Korea, in 2000.
He is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. His research interests mainly include digital video compression, multi-view video coding, etc.
Gangyi Jiang received the M.S. degree from Hangzhou University, China, in 1992, and the Ph.D. degree from Ajou University, Gyeonggi-do, South Korea, in 2000.
He is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. His research interests mainly include digital video compression, multi-view video coding, etc.View more
Author image of Mei Yu
Faculty of Information Science and Engineering, Ningbo University, Ningbo, China
Mei Yu received the M.S. degree from Hangzhou Institute of Electronics Engineering, Hangzhou, China, in 1993, and the Ph.D. degree form Ajou University, Gyeonggi-do, South Korea, in 2000.
She is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. Her research interests include image/video coding and video perception.
Mei Yu received the M.S. degree from Hangzhou Institute of Electronics Engineering, Hangzhou, China, in 1993, and the Ph.D. degree form Ajou University, Gyeonggi-do, South Korea, in 2000.
She is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. Her research interests include image/video coding and video perception.View more
Author image of Qionghai Dai
Broadband Networks & Digital Media Lab, Tsinghua University, Beijing, China
Qionghai Dai (SM'05) received the B.S. degree from Shanxi Normal University, Shanxi, China, in 1987, and the M.E. and Ph.D. degrees from Northeastern University, Shenyang, China, in 1994 and 1996, respectively.
Since 1997, he has been with the faculty of Tsinghua University, Beijing, China, and is currently Professor and the Director of the Broadband Networks and Digital Media Laboratory. His research areas include video c...Show More
Qionghai Dai (SM'05) received the B.S. degree from Shanxi Normal University, Shanxi, China, in 1987, and the M.E. and Ph.D. degrees from Northeastern University, Shenyang, China, in 1994 and 1996, respectively.
Since 1997, he has been with the faculty of Tsinghua University, Beijing, China, and is currently Professor and the Director of the Broadband Networks and Digital Media Laboratory. His research areas include video c...View more

Faculty of Information Science and Engineering, Ningbo University, Ningbo, China
Author image of Weisi Lin
Centre for Multimedia and Network Technology, School of Computer Engineering, Nanyang Technological University, Singapore
Weisi Lin (M'92–SM'98) received the B.Sc. and M.Sc. degrees from Zhongshan University, Guangzhou, China, and the Ph.D. degree from King's College London, London, U.K.
He was the Lab Head, Visual Processing, and the Acting Department Manager, Media Processing, for the Institute for Infocomm Research, Singapore. Currently, he is an Associate Professor in the School of Computer Engineering, Nanyang Technological University, Singapore. His areas of expertise include image processing, perceptual modeling, video compression, multimedia communication, and computer vision. He has published 200+ refereed papers in international journals and conferences. He is on the editorial board of the Journal of Visual Communication and Image Representation.
Dr. Lin is on the editorial boards of the IEEE Transactions on Multimedia and the IEEE Signal Processing Letters. He served as the Lead Guest Editor for a special issue on perceptual signal processing, IEEE Journal of Selected Topics in Signal Processing, 2012. He chairs the IEEE MMTC Special Interest Group on Quality of Experience. He has been elected as a Distinguished Lecturer of APSIPA (2012/3). He is the Lead Technical Program Chair for Pacific-Rim Conference On Multimedia (PCM) 2012, and a Technical Program Chair for the IEEE International Conference on Multimedia and Expo (ICME) 2013. He is a Chartered Engineer (U.K.), a fellow of Institution of Engineering Technology, and an Honorary Fellow, Singapore Institute of Engineering Technologists.
Weisi Lin (M'92–SM'98) received the B.Sc. and M.Sc. degrees from Zhongshan University, Guangzhou, China, and the Ph.D. degree from King's College London, London, U.K.
He was the Lab Head, Visual Processing, and the Acting Department Manager, Media Processing, for the Institute for Infocomm Research, Singapore. Currently, he is an Associate Professor in the School of Computer Engineering, Nanyang Technological University, Singapore. His areas of expertise include image processing, perceptual modeling, video compression, multimedia communication, and computer vision. He has published 200+ refereed papers in international journals and conferences. He is on the editorial board of the Journal of Visual Communication and Image Representation.
Dr. Lin is on the editorial boards of the IEEE Transactions on Multimedia and the IEEE Signal Processing Letters. He served as the Lead Guest Editor for a special issue on perceptual signal processing, IEEE Journal of Selected Topics in Signal Processing, 2012. He chairs the IEEE MMTC Special Interest Group on Quality of Experience. He has been elected as a Distinguished Lecturer of APSIPA (2012/3). He is the Lead Technical Program Chair for Pacific-Rim Conference On Multimedia (PCM) 2012, and a Technical Program Chair for the IEEE International Conference on Multimedia and Expo (ICME) 2013. He is a Chartered Engineer (U.K.), a fellow of Institution of Engineering Technology, and an Honorary Fellow, Singapore Institute of Engineering Technologists.View more
Author image of Gangyi Jiang
Faculty of Information Science and Engineering, Ningbo University, Ningbo, China
Gangyi Jiang received the M.S. degree from Hangzhou University, China, in 1992, and the Ph.D. degree from Ajou University, Gyeonggi-do, South Korea, in 2000.
He is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. His research interests mainly include digital video compression, multi-view video coding, etc.
Gangyi Jiang received the M.S. degree from Hangzhou University, China, in 1992, and the Ph.D. degree from Ajou University, Gyeonggi-do, South Korea, in 2000.
He is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. His research interests mainly include digital video compression, multi-view video coding, etc.View more
Author image of Mei Yu
Faculty of Information Science and Engineering, Ningbo University, Ningbo, China
Mei Yu received the M.S. degree from Hangzhou Institute of Electronics Engineering, Hangzhou, China, in 1993, and the Ph.D. degree form Ajou University, Gyeonggi-do, South Korea, in 2000.
She is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. Her research interests include image/video coding and video perception.
Mei Yu received the M.S. degree from Hangzhou Institute of Electronics Engineering, Hangzhou, China, in 1993, and the Ph.D. degree form Ajou University, Gyeonggi-do, South Korea, in 2000.
She is now a Professor in Faculty of Information Science and Engineering, Ningbo University, Ningbo, China. Her research interests include image/video coding and video perception.View more
Author image of Qionghai Dai
Broadband Networks & Digital Media Lab, Tsinghua University, Beijing, China
Qionghai Dai (SM'05) received the B.S. degree from Shanxi Normal University, Shanxi, China, in 1987, and the M.E. and Ph.D. degrees from Northeastern University, Shenyang, China, in 1994 and 1996, respectively.
Since 1997, he has been with the faculty of Tsinghua University, Beijing, China, and is currently Professor and the Director of the Broadband Networks and Digital Media Laboratory. His research areas include video communication, computer vision, and computational photography.
Qionghai Dai (SM'05) received the B.S. degree from Shanxi Normal University, Shanxi, China, in 1987, and the M.E. and Ph.D. degrees from Northeastern University, Shenyang, China, in 1994 and 1996, respectively.
Since 1997, he has been with the faculty of Tsinghua University, Beijing, China, and is currently Professor and the Director of the Broadband Networks and Digital Media Laboratory. His research areas include video communication, computer vision, and computational photography.View more

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