Fast view interpolation of stereo images using image gradient and disparity triangulation

被引:34
|
作者
Park, JH [1 ]
Park, HW [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Yuseong Gu, Taejon 305701, South Korea
关键词
view interpolation; triangulation; disparity estimation; stereo image; image gradient;
D O I
10.1016/S0923-5965(03)00013-4
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a fast view interpolation method based on image gradient and disparity triangulation. The image gradient is used to select the node points for triangulation of the stereo image disparity. Subsequently, each node point is evaluated by its matching errors and cross correspondence of the disparity values. To model the abrupt changes of disparity on the object boundaries, new node points are added along the image gradient direction. In addition, some node points are removed by consideration of unreliable matching conditions such as occlusion, homogeneous regions, erroneous regions, etc. To construct the intermediate-view images, Delaunay triangulation of the stereo image disparity and image warping with the corresponding disparity are performed. The experimental results show that the proposed algorithm is fast and overcomes the drawbacks of previous methods that use triangular or rectangular patches. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:401 / 416
页数:16
相关论文
共 50 条
  • [31] Disparity-based Stereo Image Compression with Aligned Cross-View Priors
    Zhai, Yongqi
    Tang, Luyang
    Ma, Yi
    Peng, Rui
    Wang, Ronggang
    PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2022, 2022, : 2351 - 2360
  • [32] Linear View Interpolation from Defocused Stereo Images for Multiple-Depths Scenes
    Narukiyo, Yuta
    Kubota, Akira
    2018 INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT), 2018,
  • [33] FAST HUMAN DETECTION USING TEMPLATE MATCHING FOR GRADIENT IMAGES AND ASC DESCRIPTORS BASED ON SUBTRACTION STEREO
    Arie, Makoto
    Shibata, Masatoshi
    Terabayashi, Kenji
    Moro, Alessandro
    Umeda, Kazunori
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 3118 - 3122
  • [34] Fast sub-pixel accuracy stereo image matching based on disparity plane
    Jiang, Nan
    Qu, Yufu
    Li, Yueping
    2015 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING AND PROCESSING TECHNOLOGY, 2015, 9622
  • [35] Fast image interpolation using the bilateral filter
    Hung, K. -W.
    Siu, W. -C.
    IET IMAGE PROCESSING, 2012, 6 (07) : 877 - 890
  • [36] Tri-Stereo Image Matching using Watershed Segmentation on Disparity Space Image
    Bhalerao, Raghavendra Hemant
    Gedam, Shirish S.
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2018, 46 (11) : 1841 - 1852
  • [37] Adaptive disparity estimation scheme using balanced stereo image sequences
    Bae, KH
    Kim, YO
    Lee, SW
    Kim, ES
    STEREOSCOPIC DISPLAYS AND VIRTUAL REALITY SYSTEMS X, 2003, 5006 : 367 - 376
  • [38] Sparse Stereo Disparity Map Densification Using Hierarchical Image Segmentation
    Drouyer, Sebastien
    Beucher, Serge
    Bilodeau, Michel
    Moreaud, Maxime
    Sorbier, Loic
    MATHEMATICAL MORPHOLOGY AND ITS APPLICATIONS TO SIGNAL AND IMAGE PROCESSING (ISMM 2017), 2017, 10225 : 172 - 184
  • [39] Tri-Stereo Image Matching using Watershed Segmentation on Disparity Space Image
    Raghavendra Hemant Bhalerao
    Shirish S. Gedam
    Journal of the Indian Society of Remote Sensing, 2018, 46 : 1841 - 1852
  • [40] Modified Dual Winner Takes All Approach for Tri-Stereo Image Matching Using Disparity Space Images
    Raghavendra Hemant Bhalerao
    Shirish S. Gedam
    Krishna Mohan Buddhiraju
    Journal of the Indian Society of Remote Sensing, 2017, 45 : 45 - 54