Concepedia

Junshi Xia

JX

88

Publications

5.5K

Citations

41

H-Index

2001

Active since

Affiliations

RIKEN Center for Advanced Intelligence Project(Current)

Nanjing University

The University of Tokyo

National Administration of Surveying, Mapping and Geoinformation of China

GIPSA-Lab

Junshi Xia is an author at RIKEN Center for Advanced Intelligence Project specializing in engineering, remote sensing, and geography.

Top concepts

EngineeringRemote SensingData ScienceImage AnalysisGeographyPattern RecognitionComputer VisionMachine LearningMachine VisionHyperspectral Imaging

Publications per year

2001–2025

88

Publications

88

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification

Erzhu Li, Junshi Xia, Peijun Du et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 295 citations

Convolutional Neural Network, Engineering, Machine Learning +19

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model

Hongruixuan Chen, Jian Song, Chengxi Han et al. · IEEE Transactions on Geoscience and Remote Sensing · 2024 · 235 citations · Full text

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

Junshi Xia, Peijun Du, Xiyan He et al. · IEEE Geoscience and Remote Sensing Letters · 2013 · 210 citations

Ensemble Learning Approach, Engineering, Machine Learning +17

Information fusion techniques for change detection from multi-temporal remote sensing images

Peijun Du, Sicong Liu, Junshi Xia et al. · Information Fusion · 2012 · 206 citations

Machine Vision, Image Analysis, Data Science +11

Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification

Junshi Xia, Pedram Ghamisi, Naoto Yokoya et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 190 citations

Engineering, Machine Learning, Multispectral Imaging +20

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