Papers

(†equal contribution, *corresponding author)


Low-Level and Computational Photography

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    Prior Metadata-Driven RAW Reconstruction: Eliminating the Need for Per-Image Metadata
    Wencheng Han†, Chen Zhang†, Yang Zhou, Wentao Liu, Chen Qian, Chengzhong Xu, Jianbing Shen*
    ACM International Conference on Multimedia (ACM MM, 2024)

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    Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering
    Chen Zhang†, Wencheng Han†, Yang Zhou, Jianbing Shen*, Chengzhong Xu, Wentao Liu*
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, 2024) [Paper] [Code]

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    深度学习驱动的水下图像增强与复原研究进展
    丛润民, 张禹墨, 张晨, 李重仪, 赵耀
    信号处理 (2020, 2020-2022年度优秀论文, 2020年仅2篇, 2/231=0.87%) [Paper]

Salient Object Detection

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    Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object Detection
    Runmin Cong, Hongyu Liu, Chen Zhang*, Wei Zhang, Feng Zheng, Ran Song, and Sam Kwong
    ACM International Conference on Multimedia (ACM MM, 2023, Oral) [Paper] [Arxiv] [Code]

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    深度学习时代下的 RGB-D 显著性目标检测研究进展
    丛润民, 张晨, 徐迈*, 刘鸿羽, 赵耀
    软件学报 (2022) [Paper]

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    A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels
    Runmin Cong, Qi Qin, Chen Zhang*, Qiuping Jiang, Hua Li, Yao Zhao, Sam Kwong
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT, 2022, ESI Highly Cited Paper) [Paper] [Arxiv] [Code]

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    CIR-Net: Cross-modality Interaction and Refinement Network for RGB-D Salient Object Detection
    Runmin Cong, Qinwei Lin, Chen Zhang*, Chongyi Li*, Yao Zhao, Qingming Huang, Sam Kwong
    IEEE Transactions on Image Processing (TIP, 2022, ESI Highly Cited Paper) [Paper] [Arxiv] [Code]

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    Does Thermal Really Always Matter for RGB-T Salient Object Detection?
    Runmin Cong, Kepu Zhang, Chen Zhang, Feng Zheng, Yao Zhao, Qingming Huang, Sam Kwong
    IEEE Transactions on Multimedia (TMM, 2022, ESI Highly Cited Paper) [Paper] [Arxiv] [Code]

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    A Benchmark Dataset and Baseline Model for Co-salient Object Detection within RGB-D Images
    Ning Yang, Chen Zhang, Yumo Zhang, Haowei Yang, Ling Du*
    Multimedia Tools and Applications (MTAP, 2022) [Paper]

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    GGRNet: Global Graph Reasoning Network for Salient Object Detection in Optical Remote Sensing Images
    Xuan Liu, Yumo Zhang, Runmin Cong*, Chen Zhang, Ning Yang, Chunjie Zhang, Yao Zhao
    Chinese Conference on Pattern Recognition and Computer Vision (PRCV, 2021) [Paper]

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    Cross-Modality Discrepant Interaction Network for RGB-D Salient Object Detection
    Chen Zhang, Runmin Cong*, Qinwei Lin, Lin Ma, Feng Li, Yao Zhao, Sam Kwong
    ACM International Conference on Multimedia (ACM MM, 2021, Valse 2021 Spotlight) [Paper] [ArXiv] [Code]

Patents

  1. 一种协同显著性目标检测方法
    丛润民, 张晨, 杨宁, 张禹墨, 杨浩巍, 赵耀
    授权公告号: CN112348033B [Link]

  2. 一种RGB-D图像显著性目标检测方法
    丛润民, 杨宁, 张晨, 张禹墨, 赵耀
    授权公告号: CN113763422B [Link]

  3. 一种光学遥感图像显著性目标检测方法
    丛润民, 张禹墨, 杨宁, 张晨, 杨浩巍, 赵耀
    授权公告号: CN112347859A [Link]

  4. 基于跨模态交互和修正的rgb-d图像显著性目标检测方法
    丛润民, 刘鸿羽, 张晨, 林秦伟, 赵耀
    授权公告号: CN115170830A [Link]

  5. 一种联合单目深度估计的深度图像超分辨率重建方法
    丛润民, 唐麒, 盛荣晖, 张晨, 何凌志, 赵耀
    申请号: 202110803976.2