Adaptive block-based disparity estimation algorithm using object disparity homogeneity

被引:0
|
作者
Hyok, S [1 ]
Bae, J [1 ]
Choi, B [1 ]
Yoo, J [1 ]
机构
[1] Kwangwoon Univ, Dept Elect Engn, Seoul 139701, South Korea
关键词
stereoscopic image; disparity estimation; predictive estimation; BRMA; AFDS;
D O I
10.1117/12.559324
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper, effective algorithms for stereoscopic video coding and multi-view coding which are used in 3DAV coding are proposed. In the proposed algorithm, we refer to disparity vectors of adjacent blocks as parameters of the predictor for the disparity vector of current block. Disparity vectors of adjacent blocks extend the usability of the homogeneity. In an object, adjacent block disparities are very similar. These similar vectors result to reduce computational power. Block matching algorithm sometimes gives reconstructed image distortion. In multi-view system, this happens usually in occlusion region or region around edges. Partially matched block needs to divide blocks in quad blocks or smaller blocks to reduce this distortion. Coarse to fine hierarchical algorithm is able to get rid of noise from incorrect matching of a pixel based matching algorithm. And it also reduces computational complexity in finding matched block or pixel. There may be overall luminance difference between multi-view images caused by viewer positions. This problem can be solved by block recursive matching algorithm(BRMA). Experimental results show that this algorithm gives under 80% of calculation load and better image quality at over 0.6dB of PSNR in tested images comparing with symmetric BMA..
引用
收藏
页码:770 / 779
页数:10
相关论文
共 50 条
  • [1] Sequential block-based disparity map estimation algorithm for stereoscopic image coding
    Kadaikar, Aysha
    Dauphin, Gabriel
    Mokraoui, Anissa
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2015, 39 : 159 - 172
  • [2] Object-based disparity estimation scheme using adaptive disparity-based segmentation
    Park, YG
    Bae, KH
    Ko, JH
    Kim, ES
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVI, 2003, 5203 : 744 - 752
  • [3] Block-based MAP disparity estimation under alpha-channel constraints
    McNerney, Peter J.
    Konrad, Janusz
    Betke, Margrit
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2007, 17 (06) : 785 - 789
  • [4] Block-based disparity estimation by partial finite ridgelet distortion search (PFRDS)
    Eslami, Mohammad
    Torkamani-Azar, Farah
    OPTICS AND LASERS IN ENGINEERING, 2010, 48 (01) : 125 - 131
  • [5] Object Segmentation Based on Disparity Estimation
    Zhang, Qian
    Liu, Suxing
    An, Ping
    Zhang, Zhaoyang
    WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09), 2009, : 1053 - 1056
  • [6] Adaptive Superpixel-Based Disparity Estimation Algorithm Using Plane Information and Disparity Refining Mechanism in Stereo Matching
    Huang, Chen-Wei
    Ding, Jian-Jiun
    SYMMETRY-BASEL, 2022, 14 (05):
  • [7] Block Based Dense Stereo Matching Using Adaptive Cost Aggregation and Limited Disparity Estimation
    Yang, Xiao
    Chen, Xiaobo
    Xi, Juntong
    2017 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2017, : 1892 - 1897
  • [8] Object Detection Using Adaptive Block-based Background Model
    Tsai, Wen-Kai
    Chen, Jian-Hui
    Sheu, Ming-Hwa
    Sun, Chi-Chia
    2016 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW), 2016, : 45 - 46
  • [9] Improved Disparity Estimation Algorithm Based on PSMNet
    Du, Juan
    Tang, Yongchao
    Li, Bohang
    Lin, Dengping
    Huang, Juan
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 1157 - 1163
  • [10] A Survey of Adaptive Disparity Estimation
    Zhu, Shiping
    Yang, Liu
    2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE), 2012, : 958 - 961