Luxin Yan

Best Publications

• HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network

  Yi Chang;Luxin Yan;Houzhang Fang;Sheng Zhong

  288
  Citations

• Anisotropic Spectral-Spatial Total Variation Model for Multispectral Remote Sensing Image Destriping

  Yi Chang;Luxin Yan;Houzhang Fang;Chunan Luo

  249
  Citations

• Remote Sensing Image Stripe Noise Removal: From Image Decomposition Perspective

  Yi Chang;Luxin Yan;Tao Wu;Sheng Zhong

  230
  Citations

• Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising

  Yi Chang;Luxin Yan;Sheng Zhong

  215
  Citations

• Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration

  Yi Chang;Luxin Yan;Xi-Le Zhao;Houzhang Fang

  196
  Citations

• Transformed Low-Rank Model for Line Pattern Noise Removal

  Yi Chang;Luxin Yan;Sheng Zhong

  165
  Citations

• Simultaneous Destriping and Denoising for Remote Sensing Images With Unidirectional Total Variation and Sparse Representation

  Yi Chang;Luxin Yan;Houzhang Fang;Hai Liu

  114
  Citations

• Spectral Deconvolution and Feature Extraction With Robust Adaptive Tikhonov Regularization

  Hai Liu;Luxin Yan;Yi Chang;Houzhang Fang

  107
  Citations

• Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation

  Yuntong Ye;Yi Chang;Hanyu Zhou;Luxin Yan

  92
  Citations

• Robust destriping method with unidirectional total variation and framelet regularization.

  Yi Chang;Houzhang Fang;Luxin Yan;Hai Liu

  88
  Citations

• Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network

  Yi Chang;Meiya Chen;Luxin Yan;Xi-Le Zhao

  83
  Citations

• Blind image deconvolution with spatially adaptive total variation regularization

  Luxin Yan;Houzhang Fang;Sheng Zhong

  82
  Citations

• Two-Stage Convolutional Neural Network for Medical Noise Removal via Image Decomposition

  Yi Chang;Luxin Yan;Meiya Chen;Houzhang Fang

  80
  Citations

• A real-time embedded architecture for SIFT

  Sheng Zhong;Jianhui Wang;Luxin Yan;Lie Kang

  77
  Citations

• Richardson–Lucy blind deconvolution of spectroscopic data with wavelet regularization

  Hai Liu;Zhaoli Zhang;Sanya Liu;Tingting Liu

  72
  Citations

• Infrared Small UAV Target Detection Based on Residual Image Prediction via Global and Local Dilated Residual Networks

  Houzhang Fang;Mingjiang Xia;Gang Zhou;Yi Chang

  72
  Citations

• An Embedded System-on-Chip Architecture for Real-time Visual Detection and Matching

  Jianhui Wang;Sheng Zhong;Luxin Yan;Zhiguo Cao

  72
  Citations

• Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity

  Unknown

  71
  Citations

• Hyperspectral Image Restoration: Where Does the Low-Rank Property Exist

  Yi Chang;Luxin Yan;Bingling Chen;Sheng Zhong

  71
  Citations

• Joint Baseline-Correction and Denoising for Raman Spectra

  Hai Liu;Zhaoli Zhang;Sanya Liu;Luxin Yan

  66
  Citations