Human visual system based scalable video coding and communications

被引:0
|
作者
Lu, LG [1 ]
Wang, Z [1 ]
Kouloheris, J [1 ]
Bovik, AC [1 ]
机构
[1] IBM Corp, Thomas J Watson Res Ctr, Multimedia Technol, Yorktown Hts, NY 10598 USA
关键词
visual communication; image coding; scalable video coding; human visual system; foveation;
D O I
10.1117/12.481590
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper introduces our recent research work on the development of a scalable foveated visual information coding and communication system, which follows two emerging trends in visual communication research. One is to design rate scalable image and video codecs, which allow the extraction of coded visual information at continuously varying bit rates from a single compressed bitstream. The other is to incorporate human visual system models to improve the state-of-the-art of image and video coding techniques by better exploiting the properties of the intended receiver. The central idea of the proposed system is to organize the encoded bitstream to provide the best decoded visual information at an arbitrary bit rate in terms of foveated visual quality measurement. Such a scalable foveated visual information processing system has many potential applications in the field of visual communications. Significant examples include network image browsing, network videoconferencing, robust visual communication over noisy channels, and visual communication over active networks.
引用
收藏
页码:219 / 228
页数:10
相关论文
共 50 条
  • [1] Rate scalable video coding using a foveation-based human visual system model
    Wang, Z
    Lu, LG
    Bovik, AC
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING - VOL IV: SIGNAL PROCESSING FOR COMMUNICATIONS; VOL V: SIGNAL PROCESSING EDUCATION SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO & ELECTROACOUSTICS; VOL VI: SIGNAL PROCESSING THEORY & METHODS STUDENT FORUM, 2001, : 1785 - 1788
  • [2] Region-based scalable coding for video communications
    Lee, JH
    Yoon, SH
    Alexander, WE
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2002, PTS 1 AND 2, 2002, 4671 : 363 - 373
  • [3] HEVC based Distributed Scalable Video Coding for Surveillance Visual System
    Le Dao Thi Hue
    Duong, D. T.
    Xiem HoangVan
    [J]. 2017 4TH NAFOSTED CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS), 2017, : 314 - 318
  • [4] Video Broadcast System Based On Scalable Video Coding (SVC)
    Zhang, Kexin
    Chen, Long
    Wu, Zongze
    Xie, Shengli
    Chen, Xi
    [J]. ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 4, 2010, : 368 - 371
  • [5] An HD IPTV System Based on Scalable Video Coding
    Liu, Xiaolong
    Wang, Lei
    Wang, Zhenfa
    Gao, Xiangyu
    Zhu, Ming
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2015, : 991 - 995
  • [6] Multiple Description Video Coding Based on Human Visual System Characteristics
    Bai, Huihui
    Lin, Weisi
    Zhang, Mengmeng
    Wang, Anhong
    Zhao, Yao
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 24 (08) : 1390 - 1394
  • [7] Research on Motion Vector Accuracy in Overcomplete Wavelet-Domain Scalable Video Coding Based on Human Visual System Characteristics
    Song, Chuanming
    Wang, Xianghai
    Zhang, Fuyan
    [J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE FOR YOUNG COMPUTER SCIENTISTS, VOLS 1-5, 2008, : 868 - +
  • [8] Region-based scalable coding for interactive image/video communications over networks
    Lee, JH
    Lee, G
    Yoon, S
    [J]. HYBRID IMAGE AND SIGNAL PROCESSING VIII, 2002, 4735 : 51 - 58
  • [9] Scalable Video Coding Based on High Efficiency Video Coding (HEVC)
    Choi, Hyomin
    Junghak Nam
    Sim, Donggyu
    Bajic, Ivan V.
    [J]. 2011 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING (PACRIM), 2011, : 346 - 351
  • [10] Error resilient video coding based on scalable video coding structure
    School of Telecommunication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
    [J]. Beijing Youdian Daxue Xuebao, 2007, 3 (32-35):