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

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
ArXiv (abs)PDFHTMLGithub (102★)

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Deep Manifold Embedding for Hyperspectral Image Classification
Z. Gong
Weidong Hu
Xiaoyong Du
P. Zhong
Panhe Hu
79
28
0
24 Dec 2019
1