Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining

20 September 2023

Papers citing "Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining"

15 / 15 papers shown

Title
Wavelength-aware 2D Convolutions for Hyperspectral Imaging Leon Amadeus Varga Martin Messmer Nuri Benbarka A. Zell 35 4 0 05 Sep 2022
Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification Hyungtae Lee Sungmin Eum H. Kwon 34 22 0 07 Apr 2022
SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers Danfeng Hong Zhu Han Jing Yao Lianru Gao Bing Zhang Antonio J. Plaza Jocelyn Chanussot ViT 60 893 0 07 Jul 2021
Measuring the Ripeness of Fruit with Hyperspectral Imaging and Deep Learning Leon Amadeus Varga J. Makowski A. Zell 31 22 0 20 Apr 2021
SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification Tanmay Chakraborty Utkarsh Trehan 43 56 0 01 Apr 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Muhammad Ahmad Sidrah Shabbir Swalpa Kumar Roy Danfeng Hong Xin Wu Jing Yao A. Khan Manuel Mazzara Salvatore Distefano Jocelyn Chanussot 91 258 0 15 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 559 40,961 0 22 Oct 2020
Deep Learning for Hyperspectral Image Classification: An Overview Shutao Li Weiwei Song Leyuan Fang Yushi Chen Pedram Ghamisi J. Benediktsson 53 1,259 0 26 Oct 2019
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification Swalpa Kumar Roy G. Krishna S. Dubey B. B. Chaudhuri 92 1,114 0 18 Feb 2019
Is Pretraining Necessary for Hyperspectral Image Classification? Hyungtae Lee Sungmin Eum H. Kwon SSeg 27 14 0 24 Jan 2019
Cross-domain CNN for Hyperspectral Image Classification Hyungtae Lee Sungmin Eum H. Kwon 28 21 0 31 Jan 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Spectral-Spatial Classification of Hyperspectral Image Using Autoencoders Zhouhan Lin Yushi Chen Xing Zhao G. Wang 42 126 0 09 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.6K 39,509 0 01 Sep 2014