OpenCodePapers

hyperspectral-image-classification-on-kennedy-space-center

Remote SensingHyperspectral Image Classification

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Paper	Code	OA@15perclass	AA@10%perclass	Kappa@10%perclass	OA@10%perclass	Overall Accuracy	F1@10%perclass	ModelName	ReleaseDate
Small Sample Hyperspectral Image Classification Based on the Random Patches Network and Recursive Filtering	✓ Link	98.51						RPNet-RF	2023-02-23
Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification		98.39±0.63						TC-GAN	2022-07-16
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification	✓ Link	97.59±1.03						DCFSL	2022-06-30
Hyperspectral image classification via a random patches network	✓ Link	95.83						RPNet	2018-05-22
Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification	✓ Link	95.83±1.68						S-DMM	2019-10-30
Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering		95.07						IFRF	2013-09-16
Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification		91.17±1.54						CA-GAN	2020-04-03
Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network	✓ Link	87.18±1.00						3D-CNN	2017-01-13
HSI-BERT: Hyperspectral Image Classification Using the Bidirectional Encoder Representation From Transformers		82.93±0.94						HSI-BERT	2019-09-04
Deep supervised learning for hyperspectral data classification through convolutional neural networks	✓ Link	80.53±1.31						2D-CNN	2015-07-26
Hyperspectral Image Classification of Convolutional Neural Network Combined with Valuable Samples		80.15±0.62						3D VS-CNN	2020-06-01
Discrete Cosine Transform-Based Joint Spectral-Spatial Information Compression and Band Correlation Calculation for Hyperspectral Feature Extraction	✓ Link		98.06%	98.61%	98.75%		98.11%	SSBC	2024-11-16
Exploring the Relationship between Center and Neighborhoods: Central Vector oriented Self-Similarity Network for Hyperspectral Image Classification	✓ Link		98.29±0.45%	0.9878±0.0033	98.90±0.30%	98.90±0.30%		CVSSN	2022-10-31
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification	✓ Link					99.34		A2S2K-ResNet	2020-12-24