Xianming Liu

Best Publications

• Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks

  Chunshui Cao;Xianming Liu;Yi Yang;Yinan Yu

  459
  Citations

• Robust Video Super-Resolution with Learned Temporal Dynamics

  Ding Liu;Zhaowen Wang;Yuchen Fan;Xianming Liu

  256
  Citations

• Secure Reversible Image Data Hiding Over Encrypted Domain via Key Modulation

  Jiantao Zhou;Weiwei Sun;Li Dong;Xianming Liu

  249
  Citations

• When image denoising meets high-level vision tasks: a deep learning approach

  Ding Liu;Bihan Wen;Xianming Liu;Zhangyang Wang

  240
  Citations

• Designing an Efficient Image Encryption-Then-Compression System via Prediction Error Clustering and Random Permutation

  Jiantao Zhou;Xianming Liu;Oscar C. Au;Yuan Yan Tang

  234
  Citations

• Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon

  Unknown

  207
  Citations

• Connecting Image Denoising and High-Level Vision Tasks via Deep Learning

  Ding Liu;Bihan Wen;Jianbo Jiao;Xianming Liu

  188
  Citations

• Deep Learning-based Face Super-resolution: A Survey

  Unknown

  183
  Citations

• Reduced-Reference Image Quality Assessment in Free-Energy Principle and Sparse Representation

  Yutao Liu;Guangtao Zhai;Ke Gu;Xianming Liu

  149
  Citations

• Progressive Image Denoising Through Hybrid Graph Laplacian Regularization: A Unified Framework

  Xianming Liu;Deming Zhai;Debin Zhao;Guangtao Zhai

  139
  Citations

• Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion

  Unknown

  129
  Citations

• Utility-Driven Adaptive Preprocessing for Screen Content Video Compression

  Shiqi Wang;Xinfeng Zhang;Xianming Liu;Jian Zhang

  124
  Citations

• Hyperspectral Image Classification in the Presence of Noisy Labels

  Junjun Jiang;Jiayi Ma;Zheng Wang;Chen Chen

  110
  Citations

• ZMFF: Zero-shot multi-focus image fusion

  Unknown

  109
  Citations

• BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation

  Unknown

  100
  Citations

• Data-driven sparsity-based restoration of JPEG-compressed images in dual transform-pixel domain

  Xianming Liu;Xiaolin Wu;Jiantao Zhou;Debin Zhao

  94
  Citations

• Spatial-Frequency Mutual Learning for Face Super-Resolution

  Unknown

  92
  Citations

• Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach

  Ding Liu;Zhaowen Wang;Yuchen Fan;Xianming Liu

  91
  Citations

• Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.

  Junjun Jiang;Jiayi Ma;Xianming Liu

  90
  Citations

• Single-Image Blind Deblurring Using Multi-Scale Latent Structure Prior

  Yuanchao Bai;Huizhu Jia;Ming Jiang;Xianming Liu

  82
  Citations