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厦门大学智能数据分析与处理实验室

厦门大学智能数据分析与处理实验室

LAB OF SMART DATA AND SIGNAL PROCESSING, XIAMEN UNIVERSITY, FUJIAN CHINA

数据集
The Optimus Prime dataset
炎炎夏日，SmartDSP 开展鼓浪屿团建活动啦！

炎炎夏日，SmartDSP 开展鼓浪屿团建活动啦！

2022 年 7 月 18 日下午 1 时许，SmartDSP 实验室部分博士、硕士以及准研一的两位同学于厦大访客中心集合，一同前往轮渡码头，开展鼓浪屿团建活动。研二王同学主要负责联络各级同学，并策划此次团建活动。

SmartDSP大约 4 分钟团建
SmartDSP尾牙轰趴 师生联欢，情暖意长

SmartDSP尾牙轰趴 师生联欢，情暖意长

伴随着辞旧迎新的步伐，我们迎来了充满机遇和挑战的2022年。1月10日，正值腊八。厦门大学信息学院SmartDSP实验室举办了尾牙轰趴活动，实验室师生欢聚一堂，共度这美好时光。

SmartDSP大约 1 分钟团建
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实验室成果

  • Noise2Blur: Online Noise Extraction and Denoising

    HuangXing Lin

    [PDF]

    Code will available soon

  • Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation andArtery/Vein Classification

    Wenao Ma, Shuang Yu, Kai Ma, Jiexiang Wang, Xinghao Ding, and Yefeng Zheng

    Medical Image Computing and Computer Assisted Intervention (MICCAI 2019)

  • Lightweight Pyramid Networks for Image Deraining

    Xueyang Fu, Borong Liang, Yue Huang, Xinghao Ding, John Paisley

    IEEE Transactions on Neural Networks and Learning Systems (TNNLS) [PDF]open in new window

  • A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction

    Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley

    IEEE Transactions on Image Processing (TIP) [PDF]open in new window

  • Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network

    Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley

    International Conference on Information Processing in Medical Imaging (IPMI 2019) [PDF]open in new window

  • Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes

    Chengquan Zhang, Borong Liang, Zuming Huang, Mengyi En, Junyu Han, Errui Ding, Xinghao Ding

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) [PDF]open in new window

  • Progressive Feature Alignment for Unsupervised Domain Adaptation

    Chaoqi Chen, Weiping Xie, Wenbing Huang, Yu Rong, Xinghao Ding, Yue Huang, Tingyang Xu, Junzhou Huang

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) [PDF]open in new window [Code]open in new window

  • A Variation Pan-Sharpening with Local Gradient Constraints

    Xueyang Fu, Zihuang Lin, Yue Huang, Xinghao Ding

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019)

  • A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI

    Zhiwen Fan, Liyan Sun, Xinghao Ding, Yue Huang, Congbo Cai, John Paisley

    European Conference on Computer Vision(ECCV),2018 [PDF]open in new window

  • Residual-Guide Feature Fusion Network for Single Image Deraining

    Zhiwen Fan, Huafeng Wu, Xueyang Fu, Yue Huang, and Xinghao Ding

    Association for Computing Machinery Multimedia(ACM MM),2018 [PDF]open in new window

  • PanNet: A deep network architecture for pan-sharpening

    Junfeng Yang, Xueyang Fu (co-first author), Yuwen Hu, Yue Huang, Xinghao Ding, John Paisley

    IEEE International Conference on Computer Vision (ICCV) [PDF]open in new window [Training Code]open in new window

  • Removing Rain from Single Images via a Deep Detail Network

    Xueyang Fu, Jiabin Huang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]open in new window [Code and dataset]open in new window (both training and testing)

  • Clearing the Skies: A deep network architecture for single-image rain removal

    Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, John Paisley

    IEEE Transactions on Image Processing (TIP) [PDF]open in new window [Code and dataset]open in new window (both training and testing)

  • A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation

    Xueyang Fu, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) [PDF]open in new window [Matlab Code]open in new window

  • A Probabilistic Method for Image Enhancement With Simultaneous Illumination and Reflectance Estimation

    Xueyang Fu, Yinghao Liao, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding

    IEEE Transactions on Image Processing (TIP) [PDF]open in new window [Matlab Code]open in new window

地址：中国福建省厦门市翔安区厦门大学翔安校区西部片区6号楼211/201
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