Joint Bit Allocation for 3D Video with Nonlinear Depth Distortion-An SSIM-Based Approach

被引:0
|
作者
Harshalatha, Y. [1 ]
Biswas, Prabir Kumar [1 ]
机构
[1] Indian Inst Technol Kharagpur, Kharagpur, W Bengal, India
关键词
3D video; Perceptual quality; Bit allocation;
D O I
10.1007/978-981-32-9291-8_12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Perceptual quality improvement approach for 3D video through bit allocation is presented in this paper. Bit allocation between texture video and depth map plays an important role in deciding quality of synthesized views at the decoder end. To have better visual quality, structural similarity (SSIM) index is used as a distortion metric in rate distortion optimization (RDO) of the 3D video. In this paper, we used the nonlinear relationship of depth distortion with synthesis distortion in computing rate distortion cost resulting in bettermode decision. Using the same depthmapRDO in bit allocation algorithm, more accurate results are obtained when compared to the linear relation of depth distortion with synthesis distortion.
引用
收藏
页码:139 / 147
页数:9
相关论文
共 50 条
  • [41] A 3D Subjective Quality Prediction Model Based On Depth Distortion
    Zhang, Yu
    Jin, Xin
    Dai, Qionghai
    2016 30TH ANNIVERSARY OF VISUAL COMMUNICATION AND IMAGE PROCESSING (VCIP), 2016,
  • [42] Distortion fluctuation control for 3D wavelet based video coding
    Seran, V
    Kondi, LP
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2006, PTS 1 AND 2, 2006, 6077
  • [43] Depth Map Coding Optimization Using Rendered View Distortion for 3D Video Coding
    Kim, Woo-Shik
    Ortega, Antonio
    Lai, Polin
    Tian, Dong
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (11) : 3534 - 3545
  • [44] Depth Error Induced Virtual View Synthesis Distortion Estimation for 3D Video Coding
    Xiang, Yijian
    Fang, Lu
    Li, Ren
    Cheung, Ngai-Man
    2015 DATA COMPRESSION CONFERENCE (DCC), 2015, : 313 - 322
  • [45] A Transcoding Framework with Error-Resilient Video/Depth Rate Allocation for Mobile 3D Video Streaming
    Liu, Yanwei
    Ci, Song
    Tang, Hui
    Ye, Yun
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, : 2038 - 2042
  • [46] Fast Depth Coding Based on Depth Map Segmentation for 3D Video Coding
    Liao, Yi-Wen
    Lin, Jie-Ru
    Chen, Mei-Juan
    Chen, Jeng-Wei
    2017 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2017,
  • [47] Stereoscopic 3D video quality assessment based on depth maps and video motion
    Pedro Lopez, Juan
    Antonio Rodrigo, Juan
    Jimenez, David
    Manuel Menendez, Jose
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2013,
  • [48] Stereoscopic 3D video quality assessment based on depth maps and video motion
    Juan Pedro López
    Juan Antonio Rodrigo
    David Jiménez
    José Manuel Menéndez
    EURASIP Journal on Image and Video Processing, 2013
  • [49] 3D Video Conversion Method Based on the Depth of the Image Description
    Nie, Huiyu
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING 2015 (ICMMCCE 2015), 2015, 39 : 778 - 781
  • [50] Depth-based Block Partitioning for 3D Video Coding
    Jaeger, Fabian
    2013 PICTURE CODING SYMPOSIUM (PCS), 2013, : 410 - 413