Jie Yang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Transfer Learning

Polarimetric Sar

Change Detection

Laplacian Eigenmaps

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Jiaxin Qian, Jie Yang, Weidong Sun, Lingli Zhao, Lei Shi, Chaoya Dang
Evaluation and improvement of temporal robustness and transfer performance of surface soil moisture estimated by machine learning regression algorithms. Comput. Electron. Agric. 217 (2024)
Lingli Zhao, Shuang Wang, Yubin Xu, Weidong Sun, Lei Shi, Jie Yang, Jadunandan Dash
Evaluating the Capability of Sentinel-1 Data in the Classification of Canola and Wheat at Different Growth Stages and in Different Years. Remote. Sens. 15 (11) (2023)
Wenjian Li, Lingli Zhao, Zhiqu Liu, Hongtao Shi, Jie Yang, Juan M. Lopez-Sanchez
Detection of Three Key Phenologiccal Stages During Growth Period of Rice Using Time Series Sentinel-1 Data. IGARSS (2023)
Le Yang, Lei Shi, Weidong Sun, Jie Yang, Pingxiang Li, Deren Li, Shanwei Liu, Lingli Zhao
Radiometric and Polarimetric Quality Validation of Gaofen-3 over a Five-Year Operation Period. Remote. Sens. 15 (6) (2023)
Wen Nie, Kui Huang, Jie Yang, Pingxiang Li
A Deep Reinforcement Learning-Based Framework for PolSAR Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wensong Liu, Jie Yang, Jinqi Zhao, Fengcheng Guo
A Dual-Domain Super-Resolution Image Fusion Method With SIRV and GALCA Model for PolSAR and Panchromatic Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xingli Qin, Lingli Zhao, Jie Yang, Pingxiang Li, Bingfang Wu, Kaimin Sun, Yubin Xu
Active Pairwise Constraint Learning in Constrained Time-Series Clustering for Crop Mapping from Airborne SAR Imagery. Remote. Sens. 14 (23) (2022)
Xiaomeng Geng, Lingli Zhao, Lei Shi, Jie Yang, Pingxiang Li, Weidong Sun
Small-Sized Ship Detection Nearshore Based on Lightweight Active Learning Model with a Small Number of Labeled Data for SAR Imagery. Remote. Sens. 13 (17) (2021)
Hontao Shi, Juan M. Lopez-Sanchez, Jie Yang, Pingxiang Li, Lingli Zhao, Jinqi Zhao
Contribution of Polarimetry and Multi-Incidence to Soil Moisture Estimation Over Agricultural Fields Based on Time Series of L-Band SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Lei Shi, Le Yang, Lingli Zhao, Pingxiang Li, Jie Yang, Liangpei Zhang
NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Xiaomeng Geng, Lei Shi, Jie Yang, Pingxiang Li, Lingli Zhao, Weidong Sun, Jinqi Zhao
Ship Detection and Feature Visualization Analysis Based on Lightweight CNN in VH and VV Polarization Images. Remote. Sens. 13 (6) (2021)
Xingli Qin, Jie Yang, Lingli Zhao, Pingxiang Li, Kaimin Sun
A Novel Deep Forest-Based Active Transfer Learning Method for PolSAR Images. Remote. Sens. 12 (17) (2020)
Lei Wang, Jie Yang, Lei Shi, Pingxiang Li, Lingli Zhao, Shaoping Deng
Impact of Backscatter in Pol-InSAR Forest Height Retrieval Based on the Multimodel Random Forest Algorithm. IEEE Geosci. Remote. Sens. Lett. 17 (2) (2020)
Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao
Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable. IEEE Trans. Geosci. Remote. Sens. 58 (6) (2020)
Jinqi Zhao, Yonglei Chang, Jie Yang, Yufen Niu, Zhong Lu, Pingxiang Li
A Novel Change Detection Method Based on Statistical Distribution Characteristics Using Multi-Temporal PolSAR Data. Sensors 20 (5) (2020)
Weidong Sun, Pingxiang Li, Bo Du, Jie Yang, Linlin Tian, Minyi Li, Lingli Zhao
Scatter Matrix Based Domain Adaptation for Bi-Temporal Polarimetric SAR Images. Remote. Sens. 12 (4) (2020)
Yexian Ren, Jie Yang, Lingli Zhao, Pingxiang Li, Zhiqu Liu, Lei Shi
A Global Weighted Least-Squares Optimization Framework for Speckle Filtering of PolSAR Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Xingli Qin, Jie Yang, Pingxiang Li, Weidong Sun, Wei Liu
A Novel Relational-Based Transductive Transfer Learning Method for PolSAR Images via Time-Series Clustering. Remote. Sens. 11 (11) (2019)
Xingli Qin, Jie Yang, Pingxiang Li, Weidong Sun
Research on Water Body Extraction from Gaofen-3 Imagery Based on Polarimetric Decomposition and Machine Learning. IGARSS (2019)
Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao
Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode. IEEE Geosci. Remote. Sens. Lett. 16 (4) (2019)
Hongtao Shi, Jie Yang, Lingli Zhao, Lei Shi, Pingxiang Li, Jinqi Zhao, Wensong Liu, Lei Wang
Soil Moisture Retrieval Using a Modified Decomposition Method and Multi-Incidence Polarimetric SAR Data. IGARSS (2019)
Yexian Ren, Jie Yang, Lingli Zhao, Pingxiang Li, Lei Shi
SIRV-Based High-Resolution PolSAR Image Speckle Suppression via Dual-Domain Filtering. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Wensong Liu, Jie Yang, Pingxiang Li, Yue Han, Jinqi Zhao, Hongtao Shi
A Novel Object-Based Supervised Classification Method with Active Learning and Random Forest for PolSAR Imagery. Remote. Sens. 10 (7) (2018)
Yonglei Chang, Pingxiang Li, Jie Yang, Jinqi Zhao, Lingli Zhao, Lei Shi
Polarimetric Calibration and Quality Assessment of the GF-3 Satellite Images. Sensors 18 (2) (2018)
Wensong Liu, Jie Yang, Jinqi Zhao, Hongtao Shi, Le Yang
An Unsupervised Change Detection Method Using Time-Series of PolSAR Images from Radarsat-2 and GaoFen-3. Sensors 18 (2) (2018)
Lingli Zhao, Jie Yang, Pingxiang Li, Wenjun Han, Xiaoli Ding, Weidong Sun, Lei Shi
Soil Moisture Retrieval for Periodic Fields by the use of Radarsat-2 Polarimetric SAR Imagery. IGARSS (2018)
Huiguo Yi, Jie Yang, Pingxiang Li, Lei Shi, Fengkai Lang
A PolSAR Image Segmentation Algorithm Based on Scattering Characteristics and the Revised Wishart Distance. Sensors 18 (7) (2018)
Fengkai Lang, Jie Yang, Shiyong Yan, Fachao Qin
Superpixel Segmentation of Polarimetric Synthetic Aperture Radar (SAR) Images Based on Generalized Mean Shift. Remote. Sens. 10 (10) (2018)
Weidong Sun, Pingxiang Li, Jie Yang, Lingli Zhao, Minyi Li
Polarimetric SAR Image Classification Using a Wishart Test Statistic and a Wishart Dissimilarity Measure. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
Zhiqu Liu, Pingxiang Li, Jie Yang, Minyi Li
Evaluate Sentinel-1A soil moisture from global products and ground measurements at site Dahra in Senegal. IGARSS (2017)
Zhiqu Liu, Pingxiang Li, Jie Yang
Soil Moisture Retrieval and Spatiotemporal Pattern Analysis Using Sentinel-1 Data of Dahra, Senegal. Remote. Sens. 9 (11) (2017)
Jinqi Zhao, Jie Yang, Zhong Lu, Pingxiang Li, Wensong Liu, Le Yang
A Novel Method of Change Detection in Bi-Temporal PolSAR Data Using a Joint-Classification Classifier Based on a Similarity Measure. Remote. Sens. 9 (8) (2017)
Jinqi Zhao, Jie Yang, Zhong Lu, Pingxiang Li, Wensong Liu
Change detection based on similarity measure and joint classification for polarimetric SAR images. IGARSS (2017)
Wensong Liu, Jie Yang, Jinqi Zhao, Le Yang
A Novel Method of Unsupervised Change Detection Using Multi-Temporal PolSAR Images. Remote. Sens. 9 (11) (2017)
Lingli Zhao, Jie Yang, Pingxiang Li, Jinqi Zhao, Lei Shi, Zhaoxiang Yuan
Detection of the lodged area of wheat by the use of radarsat-2 polarimetric sar imagery. IGARSS (2017)
Weidong Sun, Pingxiang Li, Jie Yang, Lei Shi, Lingli Zhao
Domain adaptation for polsar land classification using linear discriminative laplacian eigenmaps. IGARSS (2017)
Huiguo Yi, Jie Yang, Pingxiang Li, Lei Shi, Weidong Sun
Scattering modelbased segmentation of polarimetric SAR images. IGARSS (2017)
Lingli Zhao, Jie Yang, Pingxiang Li, Lei Shi, Jinyan Xu
Unsupervised classification of the weak backscattering scatterers by the use of PolSAR imagery. IGARSS (2016)
Fengkai Lang, Jie Yang, Lixin Wu, Jinyan Xu
Superpixel segmentation of polarimetric SAR image using generalized mean shift. IGARSS (2016)
Lingli Zhao, Jie Yang, Pingxiang Li, Jinqi Zhao, Jing Zhang
Characterization of the periodic surface in agricuture by the use of polarimetric signatures. IGARSS (2016)
Weidong Sun, Lei Shi, Jie Yang, Pingxiang Li
Building Collapse Assessment in Urban Areas Using Texture Information From Postevent SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
Lei Shi, Weidong Sun, Jie Yang, Pingxiang Li, Lijun Lu
Building Collapse Assessment by the Use of Postearthquake Chinese VHR Airborne SAR. IEEE Geosci. Remote. Sens. Lett. 12 (10) (2015)
Lu Liao, Jie Yang, Pingxiang Li, Fenfen Hua
Polarimetric Calibration of CASMSAR P-Band Data Affected by Terrain Slopes Using a Dual-Band Data Fusion Technique. Remote. Sens. 7 (4) (2015)
Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang, Jie Yang, Hongyan Zhang
Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (3) (2015)
Fengkai Lang, Jie Yang, Deren Li
Adaptive-Window Polarimetric SAR Image Speckle Filtering Based on a Homogeneity Measurement. IEEE Trans. Geosci. Remote. Sens. 53 (10) (2015)
Xiaoshuang Ma, Huanfeng Shen, Jie Yang, Liangpei Zhang, Pingxiang Li
Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (3) (2014)
Jujie Wei, Pingxiang Li, Jie Yang, Jixian Zhang, Fengkai Lang
A New Automatic Ship Detection Method Using L-Band Polarimetric SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Fengkai Lang, Jie Yang, Deren Li, Lei Shi, Jujie Wei
Mean-Shift-Based Speckle Filtering of Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang
Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
Fengkai Lang, Jie Yang, Deren Li, Lingli Zhao, Lei Shi
Polarimetric SAR Image Segmentation Using Statistical Region Merging. IEEE Geosci. Remote. Sens. Lett. 11 (2) (2014)
Lei Shi, Lefei Zhang, Jie Yang, Liangpei Zhang, Pingxiang Li
Supervised Graph Embedding for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
Lingli Zhao, Jie Yang, Pingxiang Li, Shaoping Deng, Lu Liao
Defining the sensitivity of polarimetric parameters to crop residue patterns during-harvest. IGARSS (2013)
Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang
A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator. IEEE Geosci. Remote. Sens. Lett. 9 (5) (2012)