Junhuan Peng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 41

Top Topics

Spatial Resolution

Hyperspectral Image Classification

Markov Random Field

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

Yuhan Su, Junhuan Peng, Mengyao Shi, Cuiping Guo, Xu Ma, Xu Li, Junfei Wang, Wenwen Wang
An M-Estimation Method for InSAR Nonlinear Deformation Modeling and Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Li Liu, Yuebin Wang, Junhuan Peng, Liqiang Zhang
GLR-CNN: CNN-Based Framework With Global Latent Relationship Embedding for High-Resolution Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaoman Qi, Junhuan Peng, Yuebin Wang, Xiaotong Qi, Yun Peng
High-Resolution Land-Cover Mapping Based on a Cross-Resolution Deep Learning Framework and Available Low-Resolution Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Zhengyang Wang, Xu Ma, Junhuan Peng, Mengyao Shi, Yun Peng, Yuhan Su, Zhaocheng Guo, Wenwen Wang
Quantitative Analysis of SAR Image Geometric Distortion and Its Application in Deformation Rate Fusion Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yueze Zheng, Junhuan Peng, Chuyu Li, Xue Chen, Yun Peng, Xu Ma, Meng Huang
Long-Term SAR Data Analysis for Subsidence Monitoring and Correlation Study at Beijing Capital Airport. Remote. Sens. 16 (3) (2024)
Xu Ma, Junhuan Peng, Yuhan Su, Mengyao Shi, Yueze Zheng, Xu Li, Xinwei Jiang
Deformation Characteristics and Activation Dynamics of the Xiaomojiu Landslide in the Upper Jinsha River Basin Revealed by Multi-Track InSAR Analysis. Remote. Sens. 16 (11) (2024)
Yujia Chen, Cheng Huang, Cheng Yang, Junhuan Peng, Jun Zhang, Yuxian Wang, Zhengxue Yao, Guang Chen, Wenhua Yu, Qinghao Liu
Subpixel Mapping for Remote Sensing Imagery Based on Spatial Adaptive Attraction Model and Conditional Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yueze Zheng, Junhuan Peng, Xue Chen, Cheng Huang, Pinxiang Chen, Sen Li, Yuhan Su
Spatial and Temporal Evolution of Ground Subsidence in the Beijing Plain Area Using Long Time Series Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wenfu Yang, Yao Mu, Wenkai Zhang, Wenwen Wang, Jin Liu, Junhuan Peng, Xiaosong Liu, Tingting He
Assessment of Ecological Cumulative Effect due to Mining Disturbance Using Google Earth Engine. Remote. Sens. 14 (17) (2022)
Yuhan Su, Honglei Yang, Junhuan Peng, Youfeng Liu, Binbin Zhao, Mengyao Shi
A Novel Near-Real-Time GB-InSAR Slope Deformation Monitoring Method. Remote. Sens. 14 (21) (2022)
Yuxian Wang, Yuan Fang, Wenlong Zhong, Rongming Zhuo, Junhuan Peng, Linlin Xu
A Spatial-Temporal Depth-Wise Residual Network for Crop Sub-Pixel Mapping from MODIS Images. Remote. Sens. 14 (21) (2022)
Jingxin Yu, Yong Wu, Linlin Xu, Junhuan Peng, Guangfeng Chen, Xin Shen, Renping Lan, Chunjiang Zhao, Lili Zhangzhong
Evaluating the Hydrus-1D Model Optimized by Remote Sensing Data for Soil Moisture Simulations in the Maize Root Zone. Remote. Sens. 14 (23) (2022)
Jie Lv, Zhouzheng Gao, Qiaozhuang Xu, Ruohua Lan, Cheng Yang, Junhuan Peng
Assessment of Real-Time GPS/BDS-2/BDS-3 Single-Frequency PPP and INS Tight Integration Using Different RTS Products. Remote. Sens. 14 (17) (2022)
Li Liu, Yuebin Wang, Junhuan Peng, Antonio Plaza
DFLLR: Deep Feature Learning With Latent Relationship Embedding for Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jie Lv, Zhouzheng Gao, Cheng Yang, Yingying Wei, Junhuan Peng
Investigation of Displacement and Ionospheric Disturbance during an Earthquake Using Single-Frequency PPP. Remote. Sens. 14 (17) (2022)
Longshan Yang, Junhuan Peng, Yuebin Wang, Linlin Xu, Weiwei Zhu
Semisupervised Hyperspectral Image Classification via Superpixel-Based Graph Regularization With Local and Nonlocal Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Xiaoman Qi, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Wenping Yuan, Xiaotong Qi
The 10-meter Winter Wheat Mapping in Shandong Province Using Sentinel-2 Data and Coarse Resolution Maps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Youfeng Liu, Honglei Yang, Shizheng Wang, Linlin Xu, Junhuan Peng
Monitoring and Stability Analysis of the Deformation in the Woda Landslide Area in Tibet, China by the DS-InSAR Method. Remote. Sens. 14 (3) (2022)
Xue Chen, Junhuan Peng, Zeyang Song, Yueze Zheng, Biyao Zhang
Monitoring Persistent Coal Fire Using Landsat Time Series Data From 1986 to 2020. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang
DSL-BC: Deep Subspace Learning With Boundary Consistency for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yujia Chen, Rongming Zhuo, Linlin Xu, Junhuan Peng, Xiaoman Qi, Zhaoxu Zhang, Zhongzheng Hu
Bayesian Subpixel Mapping of Hyperspectral Imagery via Discrete Endmember Variability Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yun Cao, Yuebin Wang, Junhuan Peng, Chunping Qiu, Lei Ding, Xiao Xiang Zhu
SDFL-FC: Semisupervised Deep Feature Learning With Feature Consistency for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Mengyao Shi, Junhuan Peng, Xue Chen, Yueze Zheng, Honglei Yang, Yuhan Su, Guoya Wang, Wenwen Wang
An Improved Method for InSAR Atmospheric Phase Correction in Mountainous Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yujia Chen, Linlin Xu, Yuan Fang, Junhuan Peng, Wenfu Yang, Alexander Wong, David A. Clausi
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Siyuan Liu, Yun Cao, Yuebin Wang, Junhuan Peng, P. Takis Mathiopoulos, Yong Li
DFL-LC: Deep Feature Learning With Label Consistencies for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mengyao Shi, Honglei Yang, Baocun Wang, Junhuan Peng, Zhouzheng Gao, Bin Zhang
Improving Boundary Constraint of Probability Integral Method in SBAS-InSAR for Deformation Monitoring in Mining Areas. Remote. Sens. 13 (8) (2021)
Yun Cao, Jie Mei, Yuebin Wang, Liqiang Zhang, Junhuan Peng, Bing Zhang, Lihua Li, Yibo Zheng
SLCRF: Subspace Learning With Conditional Random Field for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Linlin Xu, Kai Yan, Lihua Li
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval. CoRR (2020)
Yun Cao, Jie Mei, Yuebin Wang, Liqiang Zhang, Junhuan Peng, Bing Zhang, Lihua Li, Yibo Zheng
SLCRF: Subspace Learning with Conditional Random Field for Hyperspectral Image Classification. CoRR (2020)
Xiaoman Qi, Panpan Zhu, Yuebin Wang, Liqiang Zhang, Junhuan Peng, Mengfan Wu, Jialong Chen, Xudong Zhao, Ning Zang, P. Takis Mathiopoulos
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding. CoRR (2020)
Longshan Yang, Linlin Xu, Junhuan Peng, Yongze Song, Alexander Wong, David A. Clausi
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Li Liu, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Bing Zhang, Yun Cao
Latent Relationship Guided Stacked Sparse Autoencoder for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Linlin Xu, Kai Yan, Lihua Li
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Longshan Yang, Junhuan Peng, Huiwei Su, Linlin Xu, Yuebin Wang, Bowen Yu
Combined Nonlocal Spatial Information and Spatial Group Sparsity in NMF for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 17 (10) (2020)
Jinghui Fan, Qun Wang, Guang Liu, Lu Zhang, Zhaocheng Guo, Liqiang Tong, Junhuan Peng, Weilin Yuan, Wei Zhou, Jin Yan, Zbigniew Perski, Joaquim João Sousa
Monitoring and Analyzing Mountain Glacier Surface Movement Using SAR Data and a Terrestrial Laser Scanner: A Case Study of the Himalayas North Slope Glacier Area. Remote. Sens. 11 (6) (2019)
Zheng Wang, Zhenhong Li, Yanxiong Liu, Junhuan Peng, Sichun Long, Jon P. Mills
A New Processing Chain for Real-Time Ground-Based SAR (RT-GBSAR) Deformation Monitoring. Remote. Sens. 11 (20) (2019)
Yuan Fang, Linlin Xu, Junhuan Peng, Honglei Yang, Alexander Wong, David A. Clausi
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Yong Ge, Yongze Song, Jinfeng Wang, Wei Liu, Zhoupeng Ren, Junhuan Peng, Binbin Lu
Geographically weighted regression-based determinants of malaria incidences in northern China. Trans. GIS 21 (5) (2017)
Xiao Sun, Linlin Xu, Longshan Yang, Yujia Chen, Yuan Fang, Junhuan Peng
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model. IGARSS (2016)
Longshan Yang, Linlin Xu, Xiao Sun, Yuan Fang, Yujia Chen, Junhuan Peng
Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint. IGARSS (2016)
Yuan Fang, Linlin Xu, Xiao Sun, Longshan Yang, Yujia Chen, Junhuan Peng
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field. IGARSS (2016)
Yun Shi, Peiliang Xu, Junhuan Peng, Chuang Shi, Jingnan Liu
Adjustment of Measurements with Multiplicative Errors: Error Analysis, Estimates of the Variance of Unit Weight, and Effect on Volume Estimation from LiDAR-Type Digital Elevation Models. Sensors 14 (1) (2014)
Linlin Xu, Jonathan Li, Yuanming Shu, Junhuan Peng
SAR Image Denoising via Clustering-Based Principal Component Analysis. IEEE Trans. Geosci. Remote. Sens. 52 (11) (2014)
Linlin Xu, Jonathan Li, Alexander Wong, Junhuan Peng
K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation. IEEE Geosci. Remote. Sens. Lett. 11 (10) (2014)
Ruiqing Niu, Xueling Wu, Dengkui Yao, Ling Peng, Li Ai, Junhuan Peng
Susceptibility Assessment of Landslides Triggered by the Lushan Earthquake, April 20, 2013, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)
Junhuan Peng, Kun Qin, Honglei Yang, Lei Cheng
The study on the exploratory spatial data mining method based on partial random walk and its application in GPS TEC analysis. ICSDM (2011)
Ling Yang, Liqiang Zhang, Zhizhong Kang, Zhiqiang Xiao, Junhuan Peng, Xingming Zhang, Liu Liu
An efficient rendering method for large vector data on large terrain models. Sci. China Inf. Sci. 53 (6) (2010)