陈雪锦  (教授)

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研究领域

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三维场景理解和重建； 脑神经结构重建和分析；

  • 三维场景理解和重建

    • IMLS-splatting.png

    IMLS-Splatting: Efficient Mesh Reconstruction from Multi-view Images via Point Representation 

    [Project][IMLS_Splatting_Siggraph25.pdf]

    Kaizhi Yang, Dai Liu, Isabella Liu, Xiaoshuai Zhang, Xiaoyan Sun, Xuejin Chen*, Zexiang Xu, Hao Su, 

    ACM Trans. Graph (Siggraph) 2025
    GaussianPro.png

    GaussianPro: 3D Gaussian Splatting with Progressive Propagation [Project][PDF]

    Kai Cheng, Xiaoxiao Long,  Xiaoxiao Long, Kaizhi Yang, Yao Yao, Wei Yin, Yuexin Ma, Wenping Wang, Xuejin Chen*

    ICML, 2024.
    ucNerF.png

    UC-NERF: Neural Radiance Field for under-calibrated multi-view cameras [Project][PDF]

    Kai Cheng, Xiaoxiao Long, Wei Yin, Jin Wang, Zhiqiang Wu, Yuexin Ma, Kaixuan Wang, Xiaozhi Chen, Xuejin Chen*

    ICLR, 2024.
    movingparts.png

    MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field [Project][PDF]

    Kaizhi Yang, Xiaoshuai Zhang, Zhiao Huang,  Xuejin Chen, Zexiang Xu, Hao Su

    ICLR (spotlight), 2024.
    TMMSceneSeg.png

    Region-Enhanced Feature Learning for Scene Semantic Segmentation [PDF]

    Xin Kang, Chaoqun Wang, Xuejin Chen*

    IEEE Trans. Multimedia, Vol. 27, pp 954 - 964, 2024.
    DPFNet.png

    DPF-Net: Combining Explicit Shape Prior in Deformable Primitive Field for Unsupervised Structural Reconstruction of 3D Objects [Project] [PDF]

    Qingyao Shuai, Chi Zhang, Kaizhi Yang, Xuejin Chen*

    ICCV, 2023
    ShapeAbstractionSig.png

    Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds 
    [Project][PDF]

    Kaizhi Yang and Xuejin Chen*,

    ACM Trans. Graph (Siggraph), vol. 40(4), 152:1-11, 2021

  • AI4Science：脑神经结构重建与分析

    • cai-BioSam.png

    BioSAM: Generating SAM Prompts From Superpixel Graph for Biological Instance Segmentation [PDF] 

    Miaomiao Cai, Xiaoyu Liu, Zhiwei Xiong, Xuejin Chen*;

    IEEE Journal of Biomedical and Health Informatics,  Vol 29 (1), pp 273-284, Jan 2025
    neuronAAAI.png Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing [Project]
    Qihua Chen, Xuejin Chen*, Chenxuan Wang, Yixiong Liu, Zhiwei Xiong, Feng Wu
    AAAI, 2024
    MorGNN.png Graph Representation Learning for Large-Scale Neuronal Morphological Analysis [PDF]
    Jie Zhao, Xuejin Chen*, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu
    IEEE Trans. Neural Networks and Learning Systems, vol. 35 (4), pp 5461--5472, 2024
    3DVSkeleton.png Self-Supervised Learning of Skeleton-Aware Morphological Representation for 3D Neuron Segments, 
    Daiyi Zhu, Qihua Chen, Xuejin Chen*
    3DV 2024

  • Publications： dblp: Xuejin Chen    ‪Xuejin Chen‬ - ‪Google Scholar‬