Pengfeng Xiao

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Weakly Supervised

Land Cover Change

Reflectance Model

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Xueliang Zhang, Qi Su, Pengfeng Xiao, Wenye Wang, Zhenshi Li, Guangjun He
FlipCAM: A Feature-Level Flipping Augmentation Method for Weakly Supervised Building Extraction From High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model. CoRR (2024)
Siyong Chen, Pengfeng Xiao, Xueliang Zhang, Hao Liu, Yunhan Wang, Liyang Sun, Gaofei Yin
Improved Snow-Covered Forest Bidirectional Reflectance Model Incorporating Canopy-Intercepted Snow and Atmospheric Effects. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
RS-Mamba for Large Remote Sensing Image Dense Prediction. CoRR (2024)
Feng Gu, Pengfeng Xiao, Xueliang Zhang, Zhenshi Li, Dilxat Muhtar
FDFF-Net: A Full-Scale Difference Feature Fusion Network for Change Detection in High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
RS-Mamba for Large Remote Sensing Image Dense Prediction. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting. CoRR (2024)
Xinyang Chen, Pengfeng Xiao, Xueliang Zhang, Dilxat Muhtar, Luhan Wang
A Cascaded Network With Coupled High-Low Frequency Features for Building Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Sijie Zhao, Xueliang Zhang, Pengfeng Xiao, Guangjun He
Exchanging Dual-Encoder-Decoder: A New Strategy for Change Detection With Semantic Guidance and Spatial Localization. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhenshi Li, Xueliang Zhang, Pengfeng Xiao
One Model Is Enough: Toward Multiclass Weakly Supervised Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Feng Gu
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Luhan Wang, Pengfeng Xiao, Xueliang Zhang, Xinyang Chen
A Fine-Grained Unsupervised Domain Adaptation Framework for Semantic Segmentation of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xingyue Gu, Yijie Ding, Pengfeng Xiao
MLapRVFL: Protein sequence prediction based on Multi-Laplacian Regularized Random Vector Functional Link. Comput. Biol. Medicine 167 (2023)
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Feng Gu
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding. CoRR (2023)
Mengmeng Li, Xuanguang Liu, Xiaoqin Wang, Pengfeng Xiao
Detecting Building Changes Using Multimodal Siamese Multitask Networks From Very-High-Resolution Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Sijie Zhao, Xueliang Zhang, Pengfeng Xiao, Guangjun He
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization. CoRR (2023)
Xueliang Zhang, Zixian Zheng, Pengfeng Xiao, Zhenshi Li, Guangjun He
Patch-Based Training of Fully Convolutional Network for Hyperspectral Image Classification With Sparse Point Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao
Index Your Position: A Novel Self-Supervised Learning Method for Remote Sensing Images Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenye Wang, Shenghua Wan, Pengfeng Xiao, Xueliang Zhang
A Novel Multi-Training Method for Time-Series Urban Green Cover Recognition From Multitemporal Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Lizao Ye, Pengfeng Xiao, Xueliang Zhang, Xuezhi Feng, Rui Hu, Wei Ma, Haixing Li, Yina Song, Tengyao Ma
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wenbo Luan, Xueliang Zhang, Pengfeng Xiao, Huadong Wang, Siyong Chen
Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qi Su, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Wenye Wang
Which CAM is Better for Extracting Geographic Objects? A Perspective From Principles and Experiments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Pengfeng Xiao, Guangwei Sheng, Xueliang Zhang, Hao Liu, Rui Guo
Direction-dominated change vector analysis for forest change detection. Int. J. Appl. Earth Obs. Geoinformation 103 (2021)
Zhenshi Li, Xueliang Zhang, Pengfeng Xiao, Zixian Zheng
On the Effectiveness of Weakly Supervised Semantic Segmentation for Building Extraction From High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zixian Zheng, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li
Integrating Gate and Attention Modules for High-Resolution Image Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Liujun Zhu, Jeffrey P. Walker, Christoph Rüdiger, Pengfeng Xiao
Identification of Agricultural Row Features Using Optical Data for Scattering and Reflectance Modeling Over Periodic Surfaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Haixing Li, Jinrong Liu, Xiangxu Bu, Xuezhi Feng, Pengfeng Xiao
An Integrated Shadow-Adjusted Snow-Aging Index for Alpine Regions. Remote. Sens. 12 (8) (2020)
Haixing Li, Pengfeng Xiao, Xuezhi Feng, Yongke Yang, Lingxiao Wang, Wenbo Zhang, Xiaohui Wang, Weiding Feng, Xiao Chang
Corrections to "Using Land Long Term Data Records to Map Land Cover Changes in China over 1981-2010". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (4) (2019)
Pengfeng Xiao, Xueliang Zhang, Hongmin Zhang, Rui Hu, Xuezhi Feng
Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image. Remote. Sens. 10 (11) (2018)
Jiangeng Wang, Xuezhi Feng, Pengfeng Xiao, Nan Ye, Xueliang Zhang, Yinyi Cheng
Snow Grain-Size Estimation Over Mountainous Areas From MODIS Imagery. IEEE Geosci. Remote. Sens. Lett. 15 (1) (2018)
Guangjun He, Xuezhi Feng, Pengfeng Xiao, Zhenghuan Xia, Zuo Wang, Hao Chen, Hui Li, Jinjin Guo
Dry and Wet Snow Cover Mapping in Mountain Areas Using SAR and Optical Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Haixing Li, Pengfeng Xiao, Xuezhi Feng, Yongke Yang, Lingxiao Wang, Wenbo Zhang, Xiaohui Wang, Weiding Feng, Xiao Chang
Using Land Long-Term Data Records to Map Land Cover Changes in China Over 1981-2010. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng
A comparison of separate segmentation strategies to reveal geometric changes of buildings in urban area. IGARSS (2017)
Pengfeng Xiao, Min Yuan, Xueliang Zhang, Xuezhi Feng, Yanwen Guo
Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Hui Li, Pengfeng Xiao, Xuezhi Feng, Guangjun He, Zuo Wang
Monitoring snow depth and its change using repeat-pass interferometric SAR in Manas River Basin. IGARSS (2016)
Haixing Li, Xingong Li, Pengfeng Xiao
Impact of Sensor Zenith Angle on MOD10A1 Data Reliability and Modification of Snow Cover Data for the Tarim River Basin. Remote. Sens. 8 (9) (2016)
Guangjun He, Yan Hao, Pengfeng Xiao, Xuezhi Feng, Hui Li, Zuo Wang
Snow recognition in mountain areas based on SAR and optical remote sensing data. IGARSS (2016)
Ke Wang, Bin Yong, Xingfa Gu, Pengfeng Xiao, Xueliang Zhang
Spectral Similarity Measure Using Frequency Spectrum for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12 (1) (2015)
Guangjun He, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Zuo Wang, Ni Chen
Extracting Snow Cover in Mountain Areas Based on SAR and Optical Data. IEEE Geosci. Remote. Sens. Lett. 12 (5) (2015)
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Li Feng, Nan Ye
Toward Evaluating Multiscale Segmentations of High Spatial Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53 (7) (2015)
Pengfeng Xiao, Xiaohui Wang, Xuezhi Feng, Xueliang Zhang, Yongke Yang
Detecting China's Urban Expansion Over the Past Three Decades Using Nighttime Light Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (10) (2014)
Lingxiao Wang, Pengfeng Xiao, Xuezhi Feng, Haixing Li, Wenbo Zhang, Jintang Lin
Effective Compositing Method to Produce Cloud-Free AVHRR Image. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Dan Pu, Jing Chen, Pengfeng Xiao
Sequencing by Ligation with Double-Labeled Fluorescent Probes. IWBBIO (2014)
Chengguang Mao, Xiaoting Qian, Pengfeng Xiao
A novel method for SNP detection based on combinative analysis of primer extension and ligation. BMEI (2013)
Jintang Lin, Xuezhi Feng, Pengfeng Xiao, Hui Li, Jiangeng Wang, Yun Li
Comparison of Snow Indexes in Estimating Snow Cover Fraction in a Mountainous Area in Northwestern China. IEEE Geosci. Remote. Sens. Lett. 9 (4) (2012)
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng
An Unsupervised Evaluation Method for Remotely Sensed Imagery Segmentation. IEEE Geosci. Remote. Sens. Lett. 9 (2) (2012)
Ke Wang, Pengfeng Xiao, Xuezhi Feng, Guiping Wu
Image feature detection from phase congruency based on two-dimensional Hilbert transform. Pattern Recognit. Lett. 32 (15) (2011)
Renzong Ruan, Xuezhi Feng, Pengfeng Xiao
Identification of wetland based on machine learning rules inferring. IGARSS (2005)