Pengfeng Xiao

59 papers C 5Journal 51Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
OpenEarth-Agent: From Tool Calling to Tool Creation for Open-Environment Earth Observation.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Xinyu Gu, Zhe Jiang, Fenghua Ling, Ben Fei, Wenlong Zhang, Junjue Wang, Weihao Xuan, Pengfeng Xiao, Naoto Yokoya, Lei Bai
2025 J jnl
Dynamic fusion of medium-resolution optical and SAR imagery for methane source infrastructure classification.
Int. J. Appl. Earth Obs. Geoinformation
Yanglangxing He, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Dilxat Muhtar, Feng Gu, Binxiao Liu, Pengming Feng
2025 J jnl
FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding.
CoRR
Zhenshi Li, Weikang Yu, Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Pedram Ghamisi, Xiao Xiang Zhu
2025 J jnl
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models.
CoRR
Dilxat Muhtar, Enzhuo Zhang, Zhenshi Li, Feng Gu, Yanglangxing He, Pengfeng Xiao, Xueliang Zhang
2025 J jnl
Temporal-Spectral-Spatial Unified Remote Sensing Dense Prediction.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Pengfeng Xiao, Lei Bai
2025 J jnl
Transforming Weather Data from Pixel to Latent Space.
CoRR
Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Tao Han, Junchao Gong, Ran Tao, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2025 J jnl
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting.
IEEE Trans. Geosci. Remote. Sens.
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai
2024 J jnl
A Cascaded Network With Coupled High-Low Frequency Features for Building Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xinyang Chen, Pengfeng Xiao, Xueliang Zhang, Dilxat Muhtar, Luhan Wang
2024 J jnl
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.
Feng Gu, Pengfeng Xiao, Xueliang Zhang, Zhenshi Li, Dilxat Muhtar
2024 J jnl
FlipCAM: A Feature-Level Flipping Augmentation Method for Weakly Supervised Building Extraction From High-Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xueliang Zhang, Qi Su, Pengfeng Xiao, Wenye Wang, Zhenshi Li, Guangjun He
2024 J jnl
Improved Snow-Covered Forest Bidirectional Reflectance Model Incorporating Canopy-Intercepted Snow and Atmospheric Effects.
IEEE Trans. Geosci. Remote. Sens.
Siyong Chen, Pengfeng Xiao, Xueliang Zhang, Hao Liu, Yunhan Wang, Liyang Sun, Gaofei Yin
2024 J jnl
LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation.
CoRR
Zhenshi Li, Dilxat Muhtar, Feng Gu, Xueliang Zhang, Pengfeng Xiao, Guangjun He, Xiaoxiang Zhu
2024 — conf
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model.
ECCV (74)
Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao
2024 J jnl
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model.
CoRR
Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao
2024 J jnl
Monitoring Cold-Region Water Cycles Using Remote Sensing Big Data.
Remote. Sens.
Hongyi Li, Xiaohua Hao, Youhua Ran, Pengfeng Xiao
2024 C conf
Quantification of Potential Ice Road Evolution in the Pan-Arctic and its Impacts Through Remote Sensing Observations.
IGARSS
Yuanbiao Dong, Pengfeng Xiao, Xueliang Zhang, Daqing Ge, Junchuan Yu, Qiong Wu, Yangyang Chen, Yanni Ma, Rongyuan Liu
2024 J jnl
RS-Mamba for Large Remote Sensing Image Dense Prediction.
CoRR
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2024 J jnl
RS-Mamba for Large Remote Sensing Image Dense Prediction.
IEEE Trans. Geosci. Remote. Sens.
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2024 J jnl
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting.
CoRR
Sijie Zhao, Hao Chen, Xueliang Zhang, Pengfeng Xiao, Lei Bai, Wanli Ouyang
2023 J jnl
A Fine-Grained Unsupervised Domain Adaptation Framework for Semantic Segmentation of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luhan Wang, Pengfeng Xiao, Xueliang Zhang, Xinyang Chen
2023 J jnl
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding.
CoRR
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Feng Gu
2023 J jnl
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding.
IEEE Trans. Geosci. Remote. Sens.
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Feng Gu
2023 J jnl
Detecting Building Changes Using Multimodal Siamese Multitask Networks From Very-High-Resolution Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Li, Xuanguang Liu, Xiaoqin Wang, Pengfeng Xiao
2023 J jnl
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization.
CoRR
Sijie Zhao, Xueliang Zhang, Pengfeng Xiao, Guangjun He
2023 J jnl
Exchanging Dual-Encoder-Decoder: A New Strategy for Change Detection With Semantic Guidance and Spatial Localization.
IEEE Trans. Geosci. Remote. Sens.
Sijie Zhao, Xueliang Zhang, Pengfeng Xiao, Guangjun He
2023 J jnl
MLapRVFL: Protein sequence prediction based on Multi-Laplacian Regularized Random Vector Functional Link.
Comput. Biol. Medicine
Xingyue Gu, Yijie Ding, Pengfeng Xiao
2023 J jnl
One Model Is Enough: Toward Multiclass Weakly Supervised Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Zhenshi Li, Xueliang Zhang, Pengfeng Xiao
2022 J jnl
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.
Wenye Wang, Shenghua Wan, Pengfeng Xiao, Xueliang Zhang
2022 J jnl
Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data.
IEEE Trans. Geosci. Remote. Sens.
Wenbo Luan, Xueliang Zhang, Pengfeng Xiao, Huadong Wang, Siyong Chen
2022 J jnl
Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements.
IEEE Geosci. Remote. Sens. Lett.
Lizao Ye, Pengfeng Xiao, Xueliang Zhang, Xuezhi Feng, Rui Hu, Wei Ma, Haixing Li, Yina Song, Tengyao Ma
2022 J jnl
Index Your Position: A Novel Self-Supervised Learning Method for Remote Sensing Images Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Dilxat Muhtar, Xueliang Zhang, Pengfeng Xiao
2022 J jnl
Patch-Based Training of Fully Convolutional Network for Hyperspectral Image Classification With Sparse Point Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xueliang Zhang, Zixian Zheng, Pengfeng Xiao, Zhenshi Li, Guangjun He
2022 J jnl
Which CAM is Better for Extracting Geographic Objects? A Perspective From Principles and Experiments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qi Su, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li, Wenye Wang
2021 J jnl
Direction-dominated change vector analysis for forest change detection.
Int. J. Appl. Earth Obs. Geoinformation
Pengfeng Xiao, Guangwei Sheng, Xueliang Zhang, Hao Liu, Rui Guo
2021 J jnl
Integrating Gate and Attention Modules for High-Resolution Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zixian Zheng, Xueliang Zhang, Pengfeng Xiao, Zhenshi Li
2021 J jnl
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.
Zhenshi Li, Xueliang Zhang, Pengfeng Xiao, Zixian Zheng
2020 J jnl
An Integrated Shadow-Adjusted Snow-Aging Index for Alpine Regions.
Remote. Sens.
Haixing Li, Jinrong Liu, Xiangxu Bu, Xuezhi Feng, Pengfeng Xiao
2020 J jnl
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.
Liujun Zhu, Jeffrey P. Walker, Christoph Rüdiger, Pengfeng Xiao
2019 J jnl
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.
Haixing Li, Pengfeng Xiao, Xuezhi Feng, Yongke Yang, Lingxiao Wang, Wenbo Zhang, Xiaohui Wang, Weiding Feng, Xiao Chang
2018 J jnl
Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image.
Remote. Sens.
Pengfeng Xiao, Xueliang Zhang, Hongmin Zhang, Rui Hu, Xuezhi Feng
2018 J jnl
Snow Grain-Size Estimation Over Mountainous Areas From MODIS Imagery.
IEEE Geosci. Remote. Sens. Lett.
Jiangeng Wang, Xuezhi Feng, Pengfeng Xiao, Nan Ye, Xueliang Zhang, Yinyi Cheng
2017 C conf
A comparison of separate segmentation strategies to reveal geometric changes of buildings in urban area.
IGARSS
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng
2017 J jnl
Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Pengfeng Xiao, Min Yuan, Xueliang Zhang, Xuezhi Feng, Yanwen Guo
2017 J jnl
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.
Guangjun He, Xuezhi Feng, Pengfeng Xiao, Zhenghuan Xia, Zuo Wang, Hao Chen, Hui Li, Jinjin Guo
2017 J jnl
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.
Haixing Li, Pengfeng Xiao, Xuezhi Feng, Yongke Yang, Lingxiao Wang, Wenbo Zhang, Xiaohui Wang, Weiding Feng, Xiao Chang
2016 J jnl
Impact of Sensor Zenith Angle on MOD10A1 Data Reliability and Modification of Snow Cover Data for the Tarim River Basin.
Remote. Sens.
Haixing Li, Xingong Li, Pengfeng Xiao
2016 C conf
Monitoring snow depth and its change using repeat-pass interferometric SAR in Manas River Basin.
IGARSS
Hui Li, Pengfeng Xiao, Xuezhi Feng, Guangjun He, Zuo Wang
2016 C conf
Snow recognition in mountain areas based on SAR and optical remote sensing data.
IGARSS
Guangjun He, Yan Hao, Pengfeng Xiao, Xuezhi Feng, Hui Li, Zuo Wang
2015 J jnl
Extracting Snow Cover in Mountain Areas Based on SAR and Optical Data.
IEEE Geosci. Remote. Sens. Lett.
Guangjun He, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Zuo Wang, Ni Chen
2015 J jnl
Spectral Similarity Measure Using Frequency Spectrum for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Ke Wang, Bin Yong, Xingfa Gu, Pengfeng Xiao, Xueliang Zhang
2015 J jnl
Toward Evaluating Multiscale Segmentations of High Spatial Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Li Feng, Nan Ye
2014 J jnl
Detecting China's Urban Expansion Over the Past Three Decades Using Nighttime Light Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pengfeng Xiao, Xiaohui Wang, Xuezhi Feng, Xueliang Zhang, Yongke Yang
2014 J jnl
Effective Compositing Method to Produce Cloud-Free AVHRR Image.
IEEE Geosci. Remote. Sens. Lett.
Lingxiao Wang, Pengfeng Xiao, Xuezhi Feng, Haixing Li, Wenbo Zhang, Jintang Lin
2014 — conf
Sequencing by Ligation with Double-Labeled Fluorescent Probes.
IWBBIO
Dan Pu, Jing Chen, Pengfeng Xiao
2013 — conf
A novel method for SNP detection based on combinative analysis of primer extension and ligation.
BMEI
Chengguang Mao, Xiaoting Qian, Pengfeng Xiao
2012 J jnl
An Unsupervised Evaluation Method for Remotely Sensed Imagery Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng
2012 J jnl
Comparison of Snow Indexes in Estimating Snow Cover Fraction in a Mountainous Area in Northwestern China.
IEEE Geosci. Remote. Sens. Lett.
Jintang Lin, Xuezhi Feng, Pengfeng Xiao, Hui Li, Jiangeng Wang, Yun Li
2011 J jnl
Image feature detection from phase congruency based on two-dimensional Hilbert transform.
Pattern Recognit. Lett.
Ke Wang, Pengfeng Xiao, Xuezhi Feng, Guiping Wu
2005 C conf
Identification of wetland based on machine learning rules inferring.
IGARSS
Renzong Ruan, Xuezhi Feng, Pengfeng Xiao