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    Article

    RDNeRF: relative depth guided NeRF for dense free view synthesis

    In this paper, we focus on dense view synthesis with free movements in indoor scenes for better user interactions than sparse views. Neural radiance field (NeRF) handles sparsely and spherically captured scene...

    Jiaxiong Qiu, Yifan Zhu, Peng-Tao Jiang, Ming-Ming Cheng, Bo Ren in The Visual Computer (2024)

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    Article

    Deeply Explain CNN Via Hierarchical Decomposition

    In computer vision, some attribution methods for explaining CNNs attempt to study how the intermediate features affect network prediction. However, they usually ignore the feature hierarchies among the interme...

    Ming-Ming Cheng, Peng-Tao Jiang, Ling-Hao Han in International Journal of Computer Vision (2023)

  3. Article

    Open Access

    Attention mechanisms in computer vision: A survey

    Humans can naturally and effectively find salient regions in complex scenes. Motivated by this observation, attention mechanisms were introduced into computer vision with the aim of imitating this aspect of th...

    Meng-Hao Guo, Tian-**ng Xu, Jiang-Jiang Liu, Zheng-Ning Liu in Computational Visual Media (2022)