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实验室成员在顶级期刊和会议上的重要成果

MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image

MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image

Shaoming Li#, Qing Cai#, Songqi Kong, Runqing Tan, Heng Tong, Shiji Qiu, Yongguo Jiang, Zhi Liu. 2025, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (CCF A 类会议)

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SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation

SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation

Ke Yan#, Qing Cai#, Fan Zhang, Ziyan Cao, Zhi Liu. 2025, AAAI Conference on Artificial Intelligence (AAAI). [CCF A]

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BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion

BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion

Huafeng Li, Dayong Su, Qing Cai*, Yafei Zhang. 2025, AAAI Conference on Artificial Intelligence (AAAI). [CCF A]

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C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution

C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution

Jiahui Kang, Qing Cai*, Runqing Tan, Yimei Liu, Zhi Liu. 2025, AAAI Conference on Artificial Intelligence (AAAI). [CCF A]

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Spherical Pseudo-cylindrical Representation for Omnidirectional Image Super-Resolution

Spherical Pseudo-cylindrical Representation for Omnidirectional Image Super-Resolution

Qing Cai, Mu Li, Dongwei Ren, Jun Lyu, Haiyong Zheng*, Herbert Yang and Junyu Dong*. 2024, AAAI Conference on Artificial Intelligence (AAAI). [CCF A]

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Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting

Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting

Tiange Zhang, Qing Cai*, Feng Gao, Lin Qi, Junyu Dong*. 2024, International Joint Conference on Artificial Intelligence (IJCAI). [CCF A]

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Federated Cross-Incremental Self-Supervised Learning for Medical Image Segmentation

Federated Cross-Incremental Self-Supervised Learning for Medical Image Segmentation

Fan Zhang, Huiying Liu, Qing Cai*, Chun-Mei Feng, Binglu Wang, Shanshan Wang, Junyu Dong, Zhang David. 2024, IEEE Transactions on Neural Networks and Learning Systems. [CCF B,中科院SCI一区Top 期刊, IF=14.255]

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A New Benchmark and Low Computational Cost Localization Method for Cephalometric Analysis

A New Benchmark and Low Computational Cost Localization Method for Cephalometric Analysis

Xianglong Wang, Eric Rigall, Xifeng An, Zhihao Li, Qing Cai*, Shu Zhang, and Junyu Dong. 2024, IEEE Transactions on Circuits and Systems for Video Technology. [CCF B, 中科院SCI一区Top 期刊, IF=8.4]

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Cross co-teaching for semi-supervised medical image segmentation

Cross co-teaching for semi-supervised medical image segmentation

Fan Zhang, Huiying Liu, Jinjiang Wang, Jun Lyu, Qing Cai*, Huafeng Li, Junyu Dong, and David Zhang. 2024, Pattern Recognition. [CCF B, 中科院SCI一区Top 期刊, IF=8.518]

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CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting

CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting

Shao Xiang Guo, Qing Cai*, Lin Qi and Junyu Dong*. 2023, ACM International Conference on Multimedia (ACM MM). [CCF A]

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HIPA: Hierarchical Patch Transformer for Single Image Super Resolution

HIPA: Hierarchical Patch Transformer for Single Image Super Resolution

Qing Cai,Yiming Qian, Jinxing Li, Jun Lyu*, Yee-Hong Yang, Feng Wu, David Zhang*. 2023, IEEE Transactions on Image Processing. [CCF A, 中科院SCI一区Top 期刊, IF=11.041]

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Multi-contrast MRI Super-Resolution via Transformer-empowered Multi-scale Contextual Matching and Aggregation

Multi-contrast MRI Super-Resolution via Transformer-empowered Multi-scale Contextual Matching and Aggregation

Jun Lyu, Guangyuan Li, Chengyan Wang, Qing Cai*, Qi Dou, David Zhang and Jing Qin. 2023, IEEE Transactions on Neural Networks and Learning Systems.[CCF B, 中科院SCI一区Top 期刊, IF=14.255]

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DSLSM: Dual-kernel-induced Statistic Level Set Model for Image Segmentation

DSLSM: Dual-kernel-induced Statistic Level Set Model for Image Segmentation

Fan Zhang, Huiying Liu, Xiaojun Duan, Binglu Wang, Qing Cai*, Huafeng Li, Junyu Dong, and David Zhang. 2023, Expert Systems With Applications.[中科院SCI一区Top 期刊, IF=8.5]

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TDPN: Texture and Detail-Preserving Network for Single Image Super-Resolution

TDPN: Texture and Detail-Preserving Network for Single Image Super-Resolution

Qing Cai, Jinxing Li*, Huafeng Li, Yee-Hong Yang, Feng Wu, David Zhang*. 2023, IEEE Transactions on Image Processing. [CCF A, 中科院SCI一区Top 期刊, IF=11.041]

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RVLSM: Robust Variational Level Set Method for Image Segmentation with Intensity Inhomogeneity and High Noise

RVLSM: Robust Variational Level Set Method for Image Segmentation with Intensity Inhomogeneity and High Noise

Fan Zhang#, Huiying Liu, Chuanshuo Cao, Qing Cai*, David Zhang. 2022, Information Sciences. [CCF B, 中科院SCI一区Top 期刊, IF=8.233]

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AVLSM: Adaptive Variational Level Set Model for Image Segmentation in the Presence of Severe Intensity Inhomogeneity and High Noise

AVLSM: Adaptive Variational Level Set Model for Image Segmentation in the Presence of Severe Intensity Inhomogeneity and High Noise

Qing Cai, Yiming Qian, Sanping Zhou, Jinxing Li*, Yee-Hong Yang, Feng Wu, David Zhang*. 2021, IEEE Transactions on Image Processing. (CCF A, 中科院SCI一区Top 期刊, IF=11.041)

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A Novel Hybrid Level Set Model for Non-Rigid Object Contour Tracking

A Novel Hybrid Level Set Model for Non-Rigid Object Contour Tracking

Qing Cai*, Huiying Liu, Yiming Qian, Sanping Zhou, Xiaojun Duan, Yee-Hong Yang. 2021, IEEE Transactions on Image Processing. (CCF A, 中科院SCI一区Top 期刊, IF=11.041)

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Saliency-Guided Level Set Model for Automatic Object Segmentation

Saliency-Guided Level Set Model for Automatic Object Segmentation

Qing Cai*, Huiying Liu, Yiming Qian, Sanping Zhou, Jinjun Wang, Yee-Hong Yang. 2019, Pattern Recognition. (CCF B, 中科院SCI一区Top 期刊, IF=8.518)

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An Adaptive-Scale Active Contour Model for Inhomogeneous Image Segmentation and Bias Feld Estimation

An Adaptive-Scale Active Contour Model for Inhomogeneous Image Segmentation and Bias Feld Estimation

Qing Cai*, Huiying Liu, Sanping Zhou, Jingfeng Sun, Jing Li. 2018, Pattern Recognition. (CCF B, 中科院SCI一区Top 期刊, IF=8.518)

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