Chinese Optics, Volume. 17, Issue 1, 118(2024)
A hybrid network based on light self-limited attention for structured light phase and depth estimation
[8] FENG SH J, CHEN Q, GU G H, et al. Fringe pattern analysis using deep learning[J]. Advanced Photonics, 1, 025001(2019).
[12] [12] RANFTL R, BOCHKOVSKIY A, KOLTUN V. Vision transfmers f dense prediction[C]. Proceedings of IEEECVF International Conference on Computer Vision, IEEE, 2021.
[13] [13] YANG G L, TANG H, DING M L, et al. Transfmerbased attention wks f continuous pixelwise prediction[C]. Proceedings of 2021 IEEECVF International Conference on Computer Vision, IEEE, 2021.
[15] ZHU X J, HAN ZH Q, YUAN M K, et al. Hformer: hybrid CNN-transformer for fringe order prediction in phase unwrapping of fringe projection[J]. Optical Engineering, 61, 093107(2022).
[17] [17] GUO J Y, HAN K, WU H, et al. CMT: convolutional neural wks meet vision transfmers[C]. Proceedings of 2022 IEEECVF Conference on Computer Vision Pattern Recognition, IEEE, 2022.
[18] CHEN ZH ZH, HANG W, ZHAO Y X. ViT-LSLA: Vision Transformer with Light Self-Limited-Attention[J]. arXiv:, 17115(2210).
[19] [19] RONNEBERGER O, FISCHER P, BROX T. U: convolutional wks f biomedical image segmentation[C]. Proceedings of the 18th International Conference on Medical Image Computing ComputerAssisted Intervention, Springer, 2015.
[21] YUAN M K, ZHU X J, HOU L P. Depth estimation from single-frame fringe projection patterns based on R2U-Net[J]. Laser & Optoelectronics Progress, 59, 1610001(2022).
[22] [22] FAN CH M, LIU T J, LIU K H. SU: swin transfmer U f image denoising[C]. Proceedings of 2022 IEEE International Symposium on Circuits Systems, IEEE, 2022.
[23] [23] ZHU X J, ZHANG ZH ZH, HOU L P, et al. Light field structured light projection data generation with Blender[C]. Proceedings of 2022 3rd International Conference on Computer Vision, Image Deep Learning & International Conference on Computer Engineering Applications, IEEE, 2022.
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Xin-jun ZHU, Hao-miao ZHAO, Hong-yi WANG, Li-mei SONG, Rui-qun SUN. A hybrid network based on light self-limited attention for structured light phase and depth estimation[J]. Chinese Optics, 2024, 17(1): 118
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Received: Apr. 14, 2023
Accepted: --
Published Online: Mar. 28, 2024
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