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Fusion of Dual Spatial Information for Hyperspectral Image Classification
The inclusion of spatial information into spectral classifiers for fine-...
10/23/2020 ∙ by Puhong Duan, et al. ∙
20
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Hyperspectral Image Classification with Attention Aided CNNs
Convolutional neural networks (CNNs) have been widely used for hyperspec...
05/25/2020 ∙ by Renlong Hang, et al. ∙
14
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Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep
Hyperspectral images provide detailed spectral information through hundr...
03/05/2020 ∙ by Behnood Rasti, et al. ∙
7
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Classification of Hyperspectral and LiDAR Data Using Coupled CNNs
In this paper, we propose an efficient and effective framework to fuse h...
02/04/2020 ∙ by Renlong Hang, et al. ∙
15
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Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification
Up to the present, an enormous number of advanced techniques have been d...
12/18/2019 ∙ by Danfeng Hong, et al. ∙
22
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Deep Learning for Hyperspectral Image Classification: An Overview
Hyperspectral image (HSI) classification has become a hot topic in the f...
10/26/2019 ∙ by Shutao Li, et al. ∙
13
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Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones
This paper proposes a novel framework for fusing multi-temporal, multisp...
05/29/2019 ∙ by Guichen Zhang, et al. ∙
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Cascaded Recurrent Neural Networks for Hyperspectral Image Classification
By considering the spectral signature as a sequence, recurrent neural ne...
02/28/2019 ∙ by Renlong Hang, et al. ∙
10
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Multisource and Multitemporal Data Fusion in Remote Sensing
The sharp and recent increase in the availability of data captured by di...
12/19/2018 ∙ by Pedram Ghamisi, et al. ∙
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Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran
The SLEUTH model, based on the Cellular Automata (CA), can be applied to...
08/03/2017 ∙ by Shaghayegh Kargozar Nahavandya, et al. ∙
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Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study
In this paper, an approach is proposed to fuse LiDAR and hyperspectral d...
07/09/2017 ∙ by Pedram Ghamisi, et al. ∙
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