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Junshi Xia

Key Laboratory of Land Environment and Disaster Monitoring of the State Bureau of Surveying and Mapping, China University of Mining and Technology, Xuzhou City, Jiangsu Province, 221116, China

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Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam

Junshi Xia,Naoto Yokoya,Tien Dat Pham

Remote. Sens., no. 22 (2020): 3834

EIBibtex

Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification

Sara Akodad,Lionel Bombrun,Junshi Xia,Yannick Berthoumieu,Christian Germain

REMOTE SENSING, no. 20 (2020): 3292

EIBibtex

An Effective Method for Detecting Clouds in GaoFen-4 Images of Coastal Zones

Zheng Wang,Jun Du,Junshi Xia, Cheng Chen, Qun Zeng,Liqiao Tian, Lihui Wang,Zhihua Mao

REMOTE SENSING, no. 18 (2020): 3003

EIBibtex

An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multi-scale Guided Filter (HGFM)

Wei Zhang,Peijun Du, Cong Lin, Pingjie Fu,Xin Wang, Xuyu Bai, Hongrui Zheng,Junshi Xia,Alim Samat

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, (2020): 3903-3916

Bibtex

Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping

Bruno Adriano,Naoto Yokoya,Junshi Xia, Hiroyuki Miura,Wen Liu,Masashi Matsuoka,Shunichi Koshimura

Bibtex

Advances of Four Machine Learning Methods for Spatial Data Handling: a Review

Peijun Du, Xuyu Bai,Kun Tan, Zhaohui Xue,Alim Samat,Junshi Xia,Erzhu Li,Hongjun Su, Wei Liu

Journal of Geovisualization and Spatial Analysis, no. 1 (2020): 1-25

Bibtex

Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam

Tien Dat Pham,Naoto Yokoya,Junshi Xia, Nam Thang Ha, Nga Nhu Le, Thi Thu Trang Nguyen, Thi Huong Dao, Thi-Huong-Giang Vu,Tien Duc Pham, Wataru Takeuchi

REMOTE SENSING, no. 8 (2020): 1334

EIBibtex

A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery

Sicong Liu, Qing Hu,Xiaohua Tong,Junshi Xia,Qian Du,Alim Samat, Xiaolong Ma

REMOTE SENSING, no. 5 (2020): 862

EIBibtex

Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam

Tien Dat Pham, Nga Nhu Le, Nam Thang Ha,Luong Viet Nguyen,Junshi Xia,Naoto Yokoya, Tu Trong To, Hong Xuan Trinh, Lap Quoc Kieu, Wataru Takeuchi

REMOTE SENSING, no. 5 (2020): 777

EIBibtex

Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia

Bruno Adriano,Junshi Xia, Gerald Baier,Naoto Yokoya,Shunichi Koshimura

REMOTE SENSING, no. 7 (2019): 886

EIBibtex

Building Damage Mapping Via Transfer Learning

Junshi Xia,Bruno Adriano, Gerald Baier,Naoto Yokoya

IGARSS, pp.4841-4844, (2019)

EIBibtex

Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam

Tien Dat Pham,Junshi Xia, Gerald Baier, Nga Nhu Le,Naoto Yokoya

IGARSS, pp.6102-6105, (2019)

EIBibtex

Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest

Jike Chen,Junshi Xia, Shuanggen Jin,Peijun Du, Zhigang Xu

IGARSS, pp.704-707, (2019)

EIBibtex

Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection

Gerald Baier, Wei He, Bruno Adriano,Junshi Xia,Naoto Yokoya

IGARSS, pp.5205-5208, (2019)

EIBibtex

Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images

Bruno Adriano,Naoto Yokoya,Junshi Xia, Gerald Baier,Shunichi Koshimura

IGARSS, pp.4947-4950, (2019)

EIBibtex

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30

Cong Lin,Peijun Du,Alim Samat,Erzhu Li,Xin Wang,Junshi Xia

REMOTE SENSING, no. 12 (2019): 1397

EIBibtex

A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010–2018

Tien Dat Pham,Junshi Xia, Nam Thang Ha,Dieu Tien Bui, Nga Nhu Le, Wataru Tekeuchi

SENSORS, no. 8.0 (2019): 1933

EIBibtex

Classification of Hyperspectral and Lidar with Deep Rotation Forest

Junshi Xia, Zuheng Ming

international conference on acoustics speech and signal processing, (2019)

EIBibtex

Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion

Junshi Xia,Wenzhi Liao,Peijun Du

IEEE Geoscience and Remote Sensing Letters, no. 4 (2019): 666-670

EIWOSBibtex

Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification

Peijun Du,Erzhu Li,Junshi Xia,Alim Samat, Xuyu Bai

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, no. 8 (2018): 1-12

EIWOSBibtex

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