FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification

11 November 2020

Zhuo Zheng

Yanfei Zhong

A. Ma

Liangpei Zhang

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Papers citing "FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification"

24 / 24 papers shown

Title
HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery Jingtao Li Yunxing Liu Xinyu Wang Yunning Peng Chen Sun ... Tian Ke Xiao Jiang Tangwei Lu Anran Zhao Yanfei Zhong VLM 108 1 0 27 Mar 2025
HOpenCls: Training Hyperspectral Image Open-Set Classifiers in Their Living Environments Hengwei Zhao Xinyu Wang Zhuo Zheng Jingtao Li Yanfei Zhong VLM 74 0 0 24 Feb 2025
Enhancing Hyperspectral Image Prediction with Contrastive Learning in Low-Label Regime S. Haidar José Oramas SSL 63 0 0 10 Oct 2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search Amber Cassimon Phil Reiter Siegfried Mercelis Kevin Mets 85 0 0 07 Oct 2024
Content-driven Magnitude-Derivative Spectrum Complementary Learning for Hyperspectral Image Classification Huiyan Bai Tingfa Xu Huan Chen Peifu Liu Jianan Li 89 5 0 26 Jul 2024
Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken Peifu Liu Tingfa Xu Jie Wang Huan Chen Huiyan Bai Jianan Li 79 4 0 10 Jul 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 164 27 0 17 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 104 2 0 02 Jun 2024
Mamba-in-Mamba: Centralized Mamba-Cross-Scan in Tokenized Mamba Model for Hyperspectral Image Classification Weilian Zhou Sei-ichiro Kamata Haipeng Wang Man-Sing Wong Huiying H. Hou Mamba 107 37 0 20 May 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Wei Chen Lefei Zhang Bo Du VLM 72 3 0 02 Apr 2024
DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object Detection Haolin Qin Tingfa Xu Peifu Liu Jingxuan Xu Jianan Li 63 10 0 31 Mar 2024
Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery Hengwei Zhao Xinyu Wang Jingtao Li Yanfei Zhong 79 9 0 29 Aug 2023
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search Di Wang Bo Du Lefei Zhang Dacheng Tao 43 3 0 23 Apr 2023
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Di Wang Jing Zhang Bo Du Lefei Zhang Dacheng Tao 76 55 0 19 Apr 2023
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Deyu Meng 114 6 0 15 Jan 2023
Objective Evaluation-based High-efficiency Learning Framework for Hyperspectral Image Classification Xuming Zhang Jian Yan Jia Tian Wei Li X. Gu Q. Tian 51 2 0 10 Jan 2023
One-Class Risk Estimation for One-Class Hyperspectral Image Classification Hengwei Zhao Yanfei Zhong Xinyu Wang H. Shu 65 8 0 27 Oct 2022
Toward Efficient Hyperspectral Image Processing inside Camera Pixels Gourav Datta Zihan Yin A. Jacob Akhilesh R. Jaiswal Peter A. Beerel 81 9 0 11 Mar 2022
HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification Gourav Datta Souvik Kundu Akhilesh R. Jaiswal Peter A. Beerel 68 8 0 26 Jul 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du Lefei Zhang 115 25 0 26 Jun 2021
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification Qiqi Zhu Weihuan Deng Zhuo Zheng Yanfei Zhong Qingfeng Guan Weihua Lin Liangpei Zhang Deren Li 73 126 0 29 May 2021
Deep Sensing of Urban Waterlogging S. Lo Jyh-Horng Wu Jo-Yu Chang Chien-Hao Tseng Meng-Wei Lin Fang-Pang Lin 18 13 0 10 Mar 2021
WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets for hyperspectral image classification Xin Hu Yanfei Zhong Chang Luo Xinyu Wang 25 11 0 27 Dec 2020
Deep Manifold Embedding for Hyperspectral Image Classification Z. Gong Weidong Hu Xiaoyong Du P. Zhong Panhe Hu 79 28 0 24 Dec 2019