Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification

9 January 2019

Jocelyn Chanussot

Papers citing "Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification"

40 / 40 papers shown

Title
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers Muhammad Ahmad Salvatore Distifano Adil Mehmood Khan Manuel Mazzara Chenyu Li Jing Yao Hao Li Jagannath Aryal Gemine Vivone Danfeng Hong 76 5 0 23 Apr 2024
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification Jing Yao Danfeng Hong Chenyu Li J. Chanussot Mamba 70 43 0 12 Apr 2024
Distributed Learning over Networks with Graph-Attention-Based Personalization Zhuojun Tian Zhaoyang Zhang Zhaohui Yang Richeng Jin H. Dai GNN FedML 33 6 0 22 May 2023
Changes from Classical Statistics to Modern Statistics and Data Science Kai Zhang Shan-Yu Liu M. Xiong 54 0 0 30 Oct 2022
Shared Manifold Learning Using a Triplet Network for Multiple Sensor Translation and Fusion with Missing Data Aditya Dutt Alina Zare P. Gader 26 8 0 25 Oct 2022
Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification Yongkun Liu Kesong Ni Yu-he Zhang Lijian Zhou Kun Zhao 27 11 0 04 Aug 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 55 223 0 27 Jun 2022
Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification Muhammad Ahmad A. Khan Manuel Mazzara Salvatore Distefano Swalpa Kumar Roy Xin Wu 42 18 0 04 Jan 2022
A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection Andrea Marinoni Christian Jutten Mark Girolami 211 2 0 07 Dec 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 36 184 0 25 Oct 2021
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery Pourya Shamsolmoali Masoumeh Zareapoor Jocelyn Chanussot Huiyu Zhou Jie Yang ObjD 38 36 0 02 Jun 2021
Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification Bulut Aygünes R. G. Cinbis S. Aksoy 53 12 0 23 May 2021
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model Danfeng Hong Jingliang Hu Jing Yao Jocelyn Chanussot Xiaoxiang Zhu 27 211 0 21 May 2021
Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization M. Behmanesh Peyman Adibi Jocelyn Chanussot Sayyed Mohammad Saeed Ehsani 37 2 0 12 May 2021
Triplet-Watershed for Hyperspectral Image Classification Aditya Challa Sravan Danda B. Sagar Laurent Najman 29 5 0 17 Mar 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing Danfeng Hong Wei He Naoto Yokoya Jing Yao Lianru Gao Liangpei Zhang Jocelyn Chanussot Xiaoxiang Zhu 46 0 0 02 Mar 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Muhammad Ahmad Sidrah Shabbir Swalpa Kumar Roy Danfeng Hong Xin Wu Jing Yao A. Khan Manuel Mazzara Salvatore Distefano Jocelyn Chanussot 69 248 0 15 Jan 2021
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification Joshua Peeples Sarah Walker Connor H. McCurley A. Zare James M. Keller Weihuang Xu 23 2 0 31 Dec 2020
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images Qing Zhu Shengzhi Huang Han Hu Haifeng Li Min Chen Ruofei Zhong 20 12 0 26 Nov 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study J. Castillo-Navarro Bertrand Le Saux Alexandre Boulch Nicolas Audebert Sébastien Lefèvre 27 70 0 15 Oct 2020
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction Danfeng Hong Naoto Yokoya Jocelyn Chanussot Jian Xu Xiaoxiang Zhu 21 80 0 21 Sep 2020
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field Haixia Bi Jing Yao Z. Wei Danfeng Hong Jocelyn Chanussot 28 14 0 13 Sep 2020
RoIFusion: 3D Object Detection from LiDAR and Vision Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 28 49 0 09 Sep 2020
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 46 957 0 12 Aug 2020
Graph Convolutional Networks for Hyperspectral Image Classification Danfeng Hong Lianru Gao Jing Yao Bing Zhang Antonio J. Plaza Jocelyn Chanussot 21 1,096 0 06 Aug 2020
Coupled Convolutional Neural Network with Adaptive Response Function Learning for Unsupervised Hyperspectral Super-Resolution Ke-xin Zheng Lianru Gao Wenzhi Liao Danfeng Hong Bing Zhang X. Cui Jocelyn Chanussot 16 147 0 28 Jul 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 66 126 0 28 Jul 2020
Spatial-Spectral Manifold Embedding of Hyperspectral Data Danfeng Hong Jing Yao Xin Wu Jocelyn Chanussot Xiaoxiang Zhu 23 0 0 17 Jul 2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network Xin Wu Wei Li Danfeng Hong Jiaojiao Tian R. Tao Q. Du 19 53 0 16 Jul 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution Jing Yao Danfeng Hong Jocelyn Chanussot Deyu Meng Xiaoxiang Zhu Zongben Xu 19 123 0 10 Jul 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data Danfeng Hong Naoto Yokoya Gui-Song Xia J. Chanussot X. Zhu 30 52 0 24 Jun 2020
Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset C. Qiu Xiaochong Tong M. Schmitt B. Bechtel Xiaoxiang Zhu 55 54 0 16 May 2020
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration Jian Kang Danfeng Hong Jialin Liu Gerald Baier Naoto Yokoya Begüm Demir 49 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 83 404 0 05 Mar 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 41 59 0 31 Jan 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 35 232 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 24 53 0 18 Dec 2019
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data Jingliang Hu Danfeng Hong Xiaoxiang Zhu 11 62 0 13 Jun 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 15 187 0 23 Jan 2019
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences Danfeng Hong Naoto Yokoya Jocelyn Chanussot Xiaoxiang Zhu 30 195 0 30 Dec 2018