Acta Optica Sinica, Volume. 38, Issue 9, 0915003(2018)

Wide Field-of-View Image Stitching Algorithm Based on Depth Sequence of Light Field

Wenfeng Wang1、*, Yanxin Zhang2, Yu Chen1,2, and Weili Ding2、*
Author Affiliations
  • 1 Institute of Vehicles and Energy, Yanshan University, Qinhuangdao, Hebei 0 66004, China
  • 2 Institute of Electrical Engineering, Yanshan University, Qinhuangdao, Hebei 0 66004, China
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    Figures & Tables(9)
    Depth images obtained from 3D light field capture system
    Process of image stitching
    Bilateral filter of depth image and comparison results before and after interpolation. (a) Depth original image; (b) after bilateral filter; (c) after interpolation
    Corners detection results based on depth image.(a) Harris corner; (b) proposed algorithm
    Features point matching measurement algorithm
    Stitching results on different dataset. (a) Open dataset on the web; (b) dataset captured by camera; (c) dataset captured in micro-camera
    Matching results in depth image without noise. Results of the proposed algorithm after (a1) first feature matching and (a2) secondary feature matching screening; results of SIFT algorithm after (b1) first feature matching and (b2) secondary feature matching screening
    Matching results in depth image with noise. Results of the proposed algorithm after (a1) first feature matching and (a2) secondary feature matching screening; results of SIFT algorithm after (b1) first feature matching and (b2) secondary feature matching screening
    Stitching results of depth grayscale image based on different algorithms. (a) Homography algorithm; (b) SIFT and kd-tree algorithm; (c) robust elastic warping algorithm; (d) cylindrical warping and SIFT algorithm; (e) ORB algorithm; (f) proposed algorithm
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    Wenfeng Wang, Yanxin Zhang, Yu Chen, Weili Ding. Wide Field-of-View Image Stitching Algorithm Based on Depth Sequence of Light Field[J]. Acta Optica Sinica, 2018, 38(9): 0915003

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    Paper Information

    Category: Machine Vision

    Received: Feb. 2, 2018

    Accepted: Apr. 23, 2018

    Published Online: May. 9, 2019

    The Author Email:

    DOI:10.3788/AOS201838.0915003

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