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Xiangfei Shen's Projects

ieee_tgrs_spectralformer icon ieee_tgrs_spectralformer

Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

ircnn icon ircnn

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

lp-tnn icon lp-tnn

A Robust Low-Rank Matrix Completion Based on Truncated Nuclear Norm and Lp-norm

lq_unmixing icon lq_unmixing

Matlab code for hyperspectral unmixing using an l_q penalty

lren icon lren

Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection (AAAI2021)

lrslibrary icon lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

masked-rpca icon masked-rpca

The Matlab implementation of the Masked-RPCA model for background/foreground subtraction in a video sequence

mcos icon mcos

Robust Matrix Completion with outliers and sparse noise

mctc4bmi icon mctc4bmi

Matrix and Tensor Completion for Background Model Initialization

mtl-das.pytorch icon mtl-das.pytorch

The code and dataset for the paper: Smart Fiber-Optic Distributed Acoustic Sensing (sDAS) with Multi-Task Learning for Real-Time High-Accuracy Ground Listening Applications

muuflgulfport icon muuflgulfport

MUUFL Gulfport Hyperspectral and LIDAR Data: This data set includes HSI and LIDAR data, Scoring Code, Photographs of Scene, Description of Data

paper_downloader icon paper_downloader

Download papers and supplemental materials from open-access paper website, such as AAAI, ACCV, AISTATS, COLT, CVPR, ECCV, ICCV, ICLR, ICML, IJCAI, JMLR, NIPS.

rgbm-ss-lrr icon rgbm-ss-lrr

Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation

sod icon sod

A Method for Unconstrained Salient Object Detection

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