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HDSP Group's Projects

3ds-ssc icon 3ds-ssc

Repository of Paper "Sparse Subspace Clustering with 3D Regularization for Spectral Image Land Cover Segmentation"

adahsi icon adahsi

Deep Adaptive Superpixels for Hadamard Single Pixel Imaging in Near-Infrared Spectrum

cubesat-compact-camera icon cubesat-compact-camera

Oficial repository of the paper "Hyperspectral Camera as Compact Payload Architecture for Remote Sensing Applications"

deep_coded_aperture icon deep_coded_aperture

This repo provides a the python code of the paper "Deep Coded Aperture Design: An End-to-EndApproach for Computational Imaging Tasks"

deep_prior_low_rank icon deep_prior_low_rank

This repo provides a clean implementation of the paper "Compressive Spectral Image Reconstruction using Deep prior and Low-Rank Tensor Representation"

deepldsir icon deepldsir

Deep Low-Dimensional Spectral Image Representation For Compressive Spectral Reconstruction

featurefusion_getfund icon featurefusion_getfund

Sources and demos of the paper entitled: Feature Fusion From Multispectral And Hyperspectral Compressive Data For Spectral Image Classification

featurefusion_igarss2021 icon featurefusion_igarss2021

SUBSPACE-BASED FEATURE FUSION FROM HYPERSPECTRAL AND MULTISPECTRAL IMAGES FOR PIXEL-BASED CLASSIFICATION

featurefusionhdsp_uis icon featurefusionhdsp_uis

Reproducible research: Multiresolution Compressive Feature Fusion for Spectral Image Classification

interpretable_hsi_sr icon interpretable_hsi_sr

Code related to the conference "INTERPRETABLE MULTIPLE LOSS FUNCTIONS IN A LOW-RANK DEEP IMAGE PRIOR BASED METHOD FOR SINGLE HYPERSPECTRAL IMAGE SUPER-RESOLUTION"

jr2net icon jr2net

JR2net: A Joint Representation and Recovery Network for Compressive Spectral Imaging

ladmm_net_pytorch icon ladmm_net_pytorch

LADMM-Net: An Unrolled Deep Network For Spectral Image Fusion From Compressive Data

pytorch-course icon pytorch-course

This repository contains materials for the Pytorch Course created by the HDSP Research Group

shift-variant-system icon shift-variant-system

This repo provides a the python code of the paper "SCCD: Shift-Variant Color-Coded Diffractive Spectral Imaging System"

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