Acta Optica Sinica, Volume. 38, Issue 9, 0915003(2018)
Wide Field-of-View Image Stitching Algorithm Based on Depth Sequence of Light Field
Fig. 3. Bilateral filter of depth image and comparison results before and after interpolation. (a) Depth original image; (b) after bilateral filter; (c) after interpolation
Fig. 4. Corners detection results based on depth image.(a) Harris corner; (b) proposed algorithm
Fig. 6. Stitching results on different dataset. (a) Open dataset on the web; (b) dataset captured by camera; (c) dataset captured in micro-camera
Fig. 7. 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
Fig. 8. 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
Fig. 9. 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
Category: Machine Vision
Received: Feb. 2, 2018
Accepted: Apr. 23, 2018
Published Online: May. 9, 2019
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