Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral
Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction

Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction

21 September 2020

Jocelyn Chanussot

ArXiv (abs)PDF HTML Github (9★)

Papers citing "Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction"

16 / 16 papers shown

Title
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification Danfeng Hong Lianru Gao Naoto Yokoya Jing Yao Jocelyn Chanussot Q. Du Bing Zhang 73 967 0 12 Aug 2020
Graph Convolutional Networks for Hyperspectral Image Classification Danfeng Hong Lianru Gao Jing Yao Bing Zhang Antonio J. Plaza Jocelyn Chanussot 48 1,114 0 06 Aug 2020
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning Lianru Gao Danfeng Hong Jing Yao Bing Zhang Paolo Gamba Jocelyn Chanussot 86 127 0 28 Jul 2020
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration Jian Kang Danfeng Hong Jialin Liu Gerald Baier Naoto Yokoya Begüm Demir 71 51 0 06 Mar 2020
Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) Behnood Rasti Danfeng Hong Renlong Hang Pedram Ghamisi Xudong Kang Jocelyn Chanussot J. Benediktsson 99 4 0 05 Mar 2020
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification Danfeng Hong Xin Wu Pedram Ghamisi Jocelyn Chanussot Naoto Yokoya Xiaoxiang Zhu 60 233 0 18 Dec 2019
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data Danfeng Hong Jocelyn Chanussot Naoto Yokoya Jian Kang Xiaoxiang Zhu 49 54 0 18 Dec 2019
Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection Xin Wu Danfeng Hong Jocelyn Chanussot Yang Xu R. Tao Yue Wang ObjD 57 106 0 27 May 2019
Optimal Clustering Framework for Hyperspectral Band Selection Qi. Wang Fahong Zhang Xuelong Li 33 292 0 30 Apr 2019
Cascaded Recurrent Neural Networks for Hyperspectral Image Classification Renlong Hang Qingshan Liu Danfeng Hong Pedram Ghamisi 39 632 0 28 Feb 2019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features Xin Wu Danfeng Hong Jiaojiao Tian Jocelyn Chanussot Wei Li R. Tao ObjD 47 187 0 23 Jan 2019
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification Danfeng Hong Naoto Yokoya N. Ge Jocelyn Chanussot Xiaoxiang Zhu 51 216 0 09 Jan 2019
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 60 195 0 30 Dec 2018
Dimensionality Reduction of Hyperspectral Imagery Based on Spatial-spectral Manifold Learning Hong Huang Guangyao Shi Haibo He Yule Duan Fulin Luo 47 120 0 22 Dec 2018
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 39 713 0 29 Oct 2018
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification Danfeng Hong Naoto Yokoya Jian Xu Xiaoxiang Zhu 41 42 0 15 Aug 2018

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