Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1633001(2022)

Stereo Matching Algorithm Based on Multi-Attention Mechanism

Qibo Chen1...2, Baozhen Ge1,2,*, Yunpeng Li1,2, and Jianing Quan12 |Show fewer author(s)
Author Affiliations
  • 1School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China
  • 2Key Laboratory of Opto-Electronics Information Technology, Ministry of Education, Tianjin University, Tianjin 300072, China
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    References(26)

    [1] Chen Y, Yang L L, Wang Z P. Literature survey on stereo vision matching algorithms[J]. Journal of Graphics, 41, 702-708(2020).

    [6] Liu J G, Ji G, Yan F W et al. Stereo matching network based on disparity optimization[J]. Computer Engineering, 48, 220-228(2022).

    [7] Wang Y F, Wang H W, Liu Y et al. Algorithm for stereo matching based on multi-task learning[J]. Laser & Optoelectronics Progress, 58, 0415010(2021).

    [8] Wang Y F, Wang H W, Liu Y et al. Real-time stereo matching algorithm with hierarchical refinement[J]. Acta Optica Sinica, 40, 0915002(2020).

    [12] Cheng M Y, Gai S Y, Da F P. A stereo-matching neural network based on attention mechanism[J]. Acta Optica Sinica, 40, 1415001(2020).

    [14] Zhang W, Shao X T, Yang W et al. An efficient and accurate stereo matching algorithm based on convolutional neural network[J]. Journal of Computer-Aided Design & Computer Graphics, 32, 45-53(2020).

    [15] Huang J H, Zhang R F, Liu Y H et al. Optimized deep learning stereo matching algorithm[J]. Laser & Optoelectronics Progress, 58, 2433002(2021).

    [16] Gong W, Qin L, Ren G F et al. Binocular stereo matching algorithm based on multidimensional feature fusion[J]. Laser & Optoelectronics Progress, 57, 161501(2020).

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    Qibo Chen, Baozhen Ge, Yunpeng Li, Jianing Quan. Stereo Matching Algorithm Based on Multi-Attention Mechanism[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1633001

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    Paper Information

    Category: Vision, Color, and Visual Optics

    Received: Jun. 9, 2021

    Accepted: Jun. 27, 2021

    Published Online: Jul. 22, 2022

    The Author Email: Baozhen Ge (gebz@tju.edu.cn)

    DOI:10.3788/LOP202259.1633001

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