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Multisource Remote Sensing Data Classification With Graph Fusion Network

https://doi.org/10.1109/tgrs.2020.3047130

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Hyperspectral Image Classification with Polynomial Laplacian Embedding

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A review of remote sensing image fusion methods

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Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

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UAV lidar and hyperspectral fusion for forest monitoring in the southwestern USA

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Improving hyperspectral image classification by combining spectral, texture, and shape features

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A deep feature manifold embedding method for hyperspectral image classification

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LEt-SNE: A Hybrid Approach to Data Embedding and Visualization Of Hyperspectral Imagery

inferredcites →https://doi.org/10.1109/icip.2017.8296897openalex-snapshot

A graph-based approach for feature extraction and segmentation of multimodal images

inferredcites →https://doi.org/10.1109/igarss.2014.6946657openalex-snapshot

Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data

inferredcites →https://doi.org/10.1109/igarss.2015.7325695openalex-snapshot

Semi-supervised graph fusion of hyperspectral and lidar data for classification

inferredcites →https://doi.org/10.1109/igarss.2019.8898443openalex-snapshot

Collaborative Classification of Hyperspectral and Lidar Data With Information Fusion and Deep Nets

inferredcites →https://doi.org/10.1109/jstars.2014.2305441openalex-snapshot

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Inverse Coefficient of Variation Feature and Multilevel Fusion Technique for Hyperspectral and LiDAR Data Classification

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Deep Fusion of Remote Sensing Data for Accurate Classification

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Embedding Learning on Spectral–Spatial Graph for Semisupervised Hyperspectral Image Classification

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Spectral–Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification

inferredcites →https://doi.org/10.1109/mgrs.2018.2890023openalex-snapshot

Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art

inferredcites →https://doi.org/10.1109/tcyb.2021.3069790openalex-snapshot

Deep Manifold Embedding for Hyperspectral Image Classification

inferredcites →https://doi.org/10.1109/tgrs.2004.825593openalex-snapshot

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Integrating Hierarchical Segmentation Maps With MRF Prior for Classification of Hyperspectral Images in a Bayesian Framework

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Multisource Geospatial Data Fusion via Local Joint Sparse Representation

inferredcites →https://doi.org/10.1109/tgrs.2016.2561842openalex-snapshot

Extinction Profiles for the Classification of Remote Sensing Data

inferredcites →https://doi.org/10.1109/tgrs.2017.2686450openalex-snapshot

Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total Variation Component Analysis

inferredcites →https://doi.org/10.1109/tgrs.2017.2703598openalex-snapshot

Dimensionality Reduction by Spatial–Spectral Preservation in Selected Bands

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Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis

inferredcites →https://doi.org/10.1109/tgrs.2017.2756851openalex-snapshot

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

inferredcites →https://doi.org/10.1109/tgrs.2018.2818945openalex-snapshot

3-D Deep Learning Approach for Remote Sensing Image Classification

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Hyperspectral Image Denoising by Fusing the Selected Related Bands

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Full-Waveform Airborne LiDAR Data Classification Using Convolutional Neural Networks

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Remote Sensing Scene Classification by Gated Bidirectional Network

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Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing

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Spectral–Spatial Attention Network for Hyperspectral Image Classification

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inferred← citeshttps://doi.org/10.3390/rs17020190openalex-snapshot

Efficient Hyperspectral Video Reconstruction via Dual-Channel DMD Encoding

inferred← citeshttps://doi.org/10.3390/rs17101797openalex-snapshot

SFANet: A Ground Object Spectral Feature Awareness Network for Multimodal Remote Sensing Image Semantic Segmentation

inferred← citeshttps://doi.org/10.3390/s24030867openalex-snapshot

Joint Classification of Hyperspectral Images and LiDAR Data Based on Dual-Branch Transformer

inferred← citeshttps://doi.org/10.3390/s25103092openalex-snapshot

Hypergraph Convolution Network Classification for Hyperspectral and LiDAR Data

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