A list of hyperspectral image super-solution resources collected by Junjun Jiang

"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

Introducing Hyper-Skin data with 2 types of data pairs: 1. (RGB, VIS), 2. (MSI, NIR)

3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising (TNNLS 2020)

[TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Similarity Network for Hyperspectral Image Classification'

[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

High-Resolution Multispectral Dataset for Semantic Segmentation

Source Code of the paper ICCV2021: "Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild"

An efficient CNN for spectral reconstruction from RGB images

Hyperspectral Reconstruction from RGB Images for Vein Visualization

Reconstructing 31 band hyperspectral imagery from 3 band RGB input

CVPR NTIRE 2020 Spectral Reconstruction Challenge 1st Place Paper