Pengfeng Xiao

Orcid: 0000-0001-7868-6530

According to our database1, Pengfeng Xiao authored at least 41 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
FlipCAM: A Feature-Level Flipping Augmentation Method for Weakly Supervised Building Extraction From High-Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2024

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., 2024

LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model.
CoRR, 2024

2023
MLapRVFL: Protein sequence prediction based on Multi-Laplacian Regularized Random Vector Functional Link.
Comput. Biol. Medicine, December, 2023

Exchanging Dual-Encoder-Decoder: A New Strategy for Change Detection With Semantic Guidance and Spatial Localization.
IEEE Trans. Geosci. Remote. Sens., 2023

CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding.
IEEE Trans. Geosci. Remote. Sens., 2023

One Model Is Enough: Toward Multiclass Weakly Supervised Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Detecting Building Changes Using Multimodal Siamese Multitask Networks From Very-High-Resolution Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2023

A Fine-Grained Unsupervised Domain Adaptation Framework for Semantic Segmentation of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022
Index Your Position: A Novel Self-Supervised Learning Method for Remote Sensing Images Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022

Binary and Fractional MODIS Snow Cover Mapping Boosted by Machine Learning and Big Landsat Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Patch-Based Training of Fully Convolutional Network for Hyperspectral Image Classification With Sparse Point Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

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., 2022

Which CAM is Better for Extracting Geographic Objects? A Perspective From Principles and Experiments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Integrating Gate and Attention Modules for High-Resolution Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

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., 2021

Direction-dominated change vector analysis for forest change detection.
Int. J. Appl. Earth Obs. Geoinformation, 2021

2020
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., 2020

An Integrated Shadow-Adjusted Snow-Aging Index for Alpine Regions.
Remote. Sens., 2020

2019
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., 2019

2018
Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image.
Remote. Sens., 2018

Snow Grain-Size Estimation Over Mountainous Areas From MODIS Imagery.
IEEE Geosci. Remote. Sens. Lett., 2018

2017
Cosegmentation for Object-Based Building Change Detection From High-Resolution Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2017

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., 2017

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., 2017

A comparison of separate segmentation strategies to reveal geometric changes of buildings in urban area.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Impact of Sensor Zenith Angle on MOD10A1 Data Reliability and Modification of Snow Cover Data for the Tarim River Basin.
Remote. Sens., 2016

Monitoring snow depth and its change using repeat-pass interferometric SAR in Manas River Basin.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Snow recognition in mountain areas based on SAR and optical remote sensing data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Toward Evaluating Multiscale Segmentations of High Spatial Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Spectral Similarity Measure Using Frequency Spectrum for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

Extracting Snow Cover in Mountain Areas Based on SAR and Optical Data.
IEEE Geosci. Remote. Sens. Lett., 2015

2014
Detecting China's Urban Expansion Over the Past Three Decades Using Nighttime Light Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Effective Compositing Method to Produce Cloud-Free AVHRR Image.
IEEE Geosci. Remote. Sens. Lett., 2014

Sequencing by Ligation with Double-Labeled Fluorescent Probes.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2013
A novel method for SNP detection based on combinative analysis of primer extension and ligation.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
An Unsupervised Evaluation Method for Remotely Sensed Imagery Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2012

Comparison of Snow Indexes in Estimating Snow Cover Fraction in a Mountainous Area in Northwestern China.
IEEE Geosci. Remote. Sens. Lett., 2012

2011
Image feature detection from phase congruency based on two-dimensional Hilbert transform.
Pattern Recognit. Lett., 2011

2005
Identification of wetland based on machine learning rules inferring.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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