Xiao Feng Zhang

张晓峰

Ph.D Candidate

Shang Hai Jiao Tong unversity, Shang Hai, China

Email: framebreak@sjtu.edu.cn
Wechat:SemiZxf
My Google Scholar | My GitHub


Biography

I am currently a PhD student in SJTU, under supervised by Pro.Chaochen Gu and Pro.Shanying Zhu , and also under supervised by Tang Hao.
I received my Master in Nanjing University Of Posts And Telecommunications, 2021. Now i am an intern research in DAMO academic (Ali Cloud) and my research interests focus on Computer Vision, especially low-level vision tasks, Large language model, Multimodal Large model.

Publication

2023

  • Enlighten Anything: When Segment Anything Model Meets Low-Light Image Enhancement
    Xiaofeng Zhang, Qihan Zhao, Hao Tang, Chaochen Gu, Shanying Zhu
    Arxiv 2023
    [code]

  • MuralDiff:Diffusion for Ancient Murals restoration on Large-scale Pre-training
    Zishan Xu, Xiaofeng Zhang, Wei Chen, Jue Ting Liu, Tingting Xu , Ze Hua Wang
    IEEE Transactions on Emerging Topics in Computational Intelligence (IF=5.3 中科院二区Trans)

  • Memory augment is All You Need for image restoration
    Xiaofeng Zhang,Chaochen Gu, Shanying Zhu
    Arxiv 2023
    [code]

  • SAM-helps-Shadow:When Segment Anything Model meet shadow removal
    Xiaofeng Zhang, Zishan Xu, Hao Tang, Chaochen Gu, Shanying Zhu
    Arxiv 2023
    [code]

  • SpA-Former:An Effective and lightweight Transformer for image shadow removal
    Xiaofeng Zhang, , Yudi Zhao, Chaochen Gu∗,Changsheng Lu, Shanying Zhu
    Joint Conference on Neural Networks (IJCNN 2023 oral)
    [code]

  • A Review of Image Inpainting Methods Based on Deep Learning
    Zishan Xu, Xiaofeng Zhang, Wei Chen, Minda Yao, Jueting Liu, Tingting Xu, Zehua Wang
    Applied science(IF=2.7 中科院三区)

  • A Dual Attentive Generative Adversarial Network for Remote Sensing Image Change Detection
    Luyi Qiu, Xiaofeng Zhang,Chaochen Gu, Shanying Zhu
    Arxiv 2023

  • A Local–Global Framework for Semantic Segmentation of Multisource Remote Sensing Images
    Luyi Qiu, Dayu Yu, Xiaofeng Zhang, Chenxiao Zhang
    GRSL (IF=4.8 中科院二区)

  • A Semantics-Geometry Framework for Road Extraction from Remote Sensing Images
    Luyi Qiu, Dayu Yu, Chenxiao Zhang, Xiaofeng Zhang
    Remote sensing (IF=5.0 中科院二区Top)
    [code]

  • Sdc: Spatial depth completion for outdoor scenes
    Weiming Huang, Xiaofeng Zhang, N. Xie
    IEEE International Conference on Systems, Man, and Cybernetics (CCF C),

2022

  • UIR-Net: A Simple and Effective Baseline for Underwater Image Restoration and Enhancement
    Xinkui Mei , Xiufen Ye, Xiaofeng Zhang, Yusong Liu, Junting Wang ,Jun Hou, Xuli Wang
    Remote sensing (IF=5.0 中科院二区Top)
    [code]

  • Efficient Remote Sensing Segmentation With Generative Adversarial Transformer
    Luyi Qiu, Dayu Yu, Xiaofeng Zhang,Chenxiao Zhang
    GRSL (IF=4.8 中科院二区)
    [code]

  • AFFNet: attention mechanism network based on fusion feature for image cloud removal
    R Shen, Xiaofeng Zhang
    IJPRAI (IF=1.5 中科院四区)

2021

  • RGAN:Rethinking generative adversarial network for image cloud removal
    Xinyu Ran, Xiaofeng Zhang*,
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (IJIS, IF=10.37 中科院一区Top)

2020

  • SiENet: Siamese Expansion Network for Image Extrapolation
    Xiaofeng Zhang, Feng Chen , Cailing Wang, Ming Tao, and Guo-Ping Jiang
    IEEE Signal Processing letters (SPL 2020, IF=3.9 中科院二区)
    [code]

Service

I am currently servicing as a reviewr in TIP, TETCI, IJCAI, IJCNN, ICPR, ICIC.