Gui-Song Xia

According to our database1, Gui-Song Xia authored at least 184 papers between 2006 and 2022.

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Bibliography

2022
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Locally Nonlinear Affine Verification for Multisensor Image Matching.
IEEE Trans. Geosci. Remote. Sens., 2022

Anomaly Detection in Aerial Videos With Transformers.
IEEE Trans. Geosci. Remote. Sens., 2022

FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Align Deep Features for Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

All Grains, One Scheme (AGOS): Learning Multigrain Instance Representation for Aerial Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Unmixing Convolutional Features for Crisp Edge Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Transformers in Remote Sensing: A Survey.
CoRR, 2022

Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery.
CoRR, 2022

RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection.
CoRR, 2022

HoW-3D: Holistic 3D Wireframe Perception from a Single Image.
CoRR, 2022

OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images.
CoRR, 2022

Accurate Polygonal Mapping of Buildings in Satellite Imagery.
CoRR, 2022

Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark.
CoRR, 2022

Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery.
CoRR, 2022

All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification.
CoRR, 2022

Learning to Extract Building Footprints from Off-Nadir Aerial Images.
CoRR, 2022

An Empirical Study of Remote Sensing Pretraining.
CoRR, 2022

Revisiting Document Image Dewarping by Grid Regularization.
CoRR, 2022

Expanding Low-Density Latent Regions for Open-Set Object Detection.
CoRR, 2022

Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling.
CoRR, 2022

Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Conditional Generative ConvNets for Exemplar-Based Texture Synthesis.
IEEE Trans. Image Process., 2021

Local Semantic Enhanced ConvNet for Aerial Scene Recognition.
IEEE Trans. Image Process., 2021

Learning Center Probability Map for Detecting Objects in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2021

NaSC-TG2: Natural Scene Classification With Tiangong-2 Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Accurate Bridge Detection in Aerial Images With an Auxiliary Waterbody Extraction Task.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Siamese networks with distractor-reduction method for long-term visual object tracking.
Pattern Recognit., 2021

Learning Regional Attraction for Line Segment Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Rotation adaptive correlation filter for moving object tracking in satellite videos.
Neurocomputing, 2021

Decoupling Zero-Shot Semantic Segmentation.
CoRR, 2021

Motion Deblurring with Real Events.
CoRR, 2021

Learning Local-Global Contextual Adaptation for Fully End-to-End Bottom-Up Human Pose Estimation.
CoRR, 2021

Unsupervised Pretraining for Object Detection by Patch Reidentification.
CoRR, 2021

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
CoRR, 2021

Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery.
CoRR, 2021

Anomaly Detection in Aerial Videos Via Future Frame Prediction Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Temporal Relations Matter: A Two-Pathway Network for Aerial Video Recognition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Toward Dataset Construction for Remote Sensing Image Interpretation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021


Motion Deblurring with Real Events.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

PlaneTR: Structure-Guided Transformers for 3D Plane Recovery.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Parsing Table Structures in the Wild.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

3D Building Reconstruction from Monocular Remote Sensing Images.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Event-Based Synthetic Aperture Imaging With a Hybrid Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ReDet: A Rotation-Equivariant Detector for Aerial Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Graph Matching Under Quadratic Constraint.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Ultrafast Endoscopic Ultrasonography With Circular Array.
IEEE Trans. Medical Imaging, 2020

Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis.
IEEE Trans. Image Process., 2020

A Multiple-Instance Densely-Connected ConvNet for Aerial Scene Classification.
IEEE Trans. Image Process., 2020

Object Tracking in Satellite Videos by Improved Correlation Filters With Motion Estimations.
IEEE Trans. Geosci. Remote. Sens., 2020

Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2020

Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
IEEE Trans. Big Data, 2020

Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery.
IEEE Trans. Big Data, 2020

Special Issue on Big Data From Space.
IEEE Trans. Big Data, 2020

An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Functional Representation for Graph Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Asymmetric Siamese Networks for Semantic Change Detection.
CoRR, 2020

Mixed Noise Removal with Pareto Prior.
CoRR, 2020

X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.
CoRR, 2020

DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation.
CoRR, 2020

Fisheye Distortion Rectification from Deep Straight Lines.
CoRR, 2020

Semantic Change Pattern Analysis.
CoRR, 2020

Plug & Play Convolutional Regression Tracker for Video Object Detection.
CoRR, 2020

Matching Neuromorphic Events and Color Images via Adversarial Learning.
CoRR, 2020

Instance Segmentation with Oriented Proposals for Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Look at the Big Picture: Building Area Extraction with Global Density Map.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Tiny Object Detection in Aerial Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Event Enhanced High-Quality Image Recovery.
Proceedings of the Computer Vision - ECCV 2020, 2020

Holistically-Attracted Wireframe Parsing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Zero-Assignment Constraint for Graph Matching With Outliers.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Implicit Euler ODE Networks for Single-Image Dehazing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FGN: Fully Guided Network for Few-Shot Instance Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Learning the Synthesizability of Dynamic Texture Samples.
IEEE Trans. Image Process., 2019

Detecting Power Lines in UAV Images with Convolutional Features and Structured Constraints.
Remote. Sens., 2019

An SRTM-Aided Epipolar Resampling Method for Multi-Source High-Resolution Satellite Stereo Observation.
Remote. Sens., 2019

Editorial.
Pattern Recognit. Lett., 2019

Image Caption Generation with Part of Speech Guidance.
Pattern Recognit. Lett., 2019

Robust visible-infrared image matching by exploiting dominant edge orientations.
Pattern Recognit. Lett., 2019

GeoSay: A geometric saliency for extracting buildings in remote sensing images.
Comput. Vis. Image Underst., 2019

Extracting urban water by combining deep learning and Google Earth Engine.
CoRR, 2019

Gliding vertex on the horizontal bounding box for multi-oriented object detection.
CoRR, 2019

Mental Retrieval of Large-Scale Satellite Images Via Learned Sketch-Image Deep Features.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

LIP: Learning Instance Propagation for Video Object Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Multi-Scale Weighted Branch Network for Remote Sensing Image Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning to Calibrate Straight Lines for Fisheye Image Rectification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Attraction Field Representation for Robust Line Segment Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning RoI Transformer for Oriented Object Detection in Aerial Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Anisotropic-Scale Junction Detection and Matching for Indoor Images.
IEEE Trans. Image Process., 2018

Image stitching by line-guided local warping with global similarity constraint.
Pattern Recognit., 2018

Analysis of large-scale UAV images using a multi-scale hierarchical representation.
Geo spatial Inf. Sci., 2018

Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation.
Geo spatial Inf. Sci., 2018

A survey on vision-based UAV navigation.
Geo spatial Inf. Sci., 2018

Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives.
CoRR, 2018

Learning RoI Transformer for Detecting Oriented Objects in Aerial Images.
CoRR, 2018

Toward Autonomous Rotation-Aware Unmanned Aerial Grasping.
CoRR, 2018

The UAVid Dataset for Video Semantic Segmentation.
CoRR, 2018

Texture Mixing by Interpolating Deep Statistics via Gaussian Models.
CoRR, 2018

Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images.
CoRR, 2018

Image Stitching Using Smoothly Planar Homography.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

AID++: An Updated Version of AID on Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Delving into the Synthesizability of Dynamic Texture Samples.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Adaptively Transforming Graph Matching.
Proceedings of the Computer Vision - ECCV 2018, 2018

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Rotation-Sensitive Regression for Oriented Scene Text Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Texture Characterization Using Shape Co-Occurrence Patterns.
IEEE Trans. Image Process., 2017

Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding.
IEEE Trans. Geosci. Remote. Sens., 2017

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Retrieving Aerial Scene Images with Learned Deep Image-Sketch Features.
J. Comput. Sci. Technol., 2017

Deep learning in remote sensing: a review.
CoRR, 2017

Texture Characterization by Using Shape Co-occurrence Patterns.
CoRR, 2017

A generic framework for the structured abstraction of images.
Proceedings of the 15th International Symposium on Non-Photorealistic Animation and Rendering, 2017

Sketch-based aerial image retrieval.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
A Computational Model for Object-Based Visual Saliency: Spreading Attention Along Gestalt Cues.
IEEE Trans. Multim., 2016

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Region-Based Change Detection for Polarimetric SAR Images Using Wishart Mixture Models.
IEEE Trans. Geosci. Remote. Sens., 2016

Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model.
IEEE Trans. Geosci. Remote. Sens., 2016

Iterative Time-Frequency Filtering of Sinusoidal Signals With Updated Frequency Estimation.
IEEE Signal Process. Lett., 2016

A Color-Texture-Structure Descriptor for High-Resolution Satellite Image Classification.
Remote. Sens., 2016

Fast Binary Coding for the Scene Classification of High-Resolution Remote Sensing Imagery.
Remote. Sens., 2016

Globally consistent correspondence of multiple feature sets using proximal Gauss-Seidel relaxation.
Pattern Recognit., 2016

Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2016

Deep Learning for Remote Sensing Image Understanding.
J. Sensors, 2016

Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Neurocomputing, 2016

Multi-object tracking with inter-feedback between detection and tracking.
Neurocomputing, 2016

Image stitching with perspective-preserving warping.
CoRR, 2016

AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification.
CoRR, 2016

Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery.
CoRR, 2016

Accurate object tracking by combining correlation filters and keypoints.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Mining the spatial distribution of visual words for scene classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Locally warping-based image stitching by imposing line constraints.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Texture synthesis through convolutional neural networks and spectrum constraints.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Learning High-level Features for Satellite Image Classification With Limited Labeled Samples.
IEEE Trans. Geosci. Remote. Sens., 2015

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge.
Remote. Sens., 2015

Automatic Ship Detection in SAR Images Using Multi-Scale Heterogeneities and an A Contrario Decision.
Remote. Sens., 2015

A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery.
Remote. Sens., 2015

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery.
Remote. Sens., 2015

Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model.
CoRR, 2015

Superpixel-based change detection in high resolution sar images using region covariance features.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Dissimilarity measurements for processing and analyzing PolSAR data: A survey.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Finding edges of buildings via a junction process in high-resolution remotely sensed images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Fast binary coding for satellite image scene classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A benchmark for scene classification of high spatial resolution remote sensing imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A novel polarimetric-texture-structure descriptor for high-resolution PolSAR image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Synthesizing and Mixing Stationary Gaussian Texture Models.
SIAM J. Imaging Sci., 2014

Accurate Junction Detection and Characterization in Natural Images.
Int. J. Comput. Vis., 2014

Semi-supervised feature learning for remote sensing image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Anisotropic diffusion on complex tensor fields for PolSAR image filtering.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spectral active clustering of remote sensing images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SAR image segmentation via non-local active contours.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Unsupervised feature coding on local patch manifold for satellite image scene classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Texture Analysis with Shape Co-occurrence Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Static and Dynamic Texture Mixing Using Optimal Transport.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

Change detection in multi-temporal TerraSAR-X SAR images using a hierarchical Markov model on regions.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A Hierarchical Scheme of Multiple Feature Fusion for High-Resolution Satellite Scene Categorization.
Proceedings of the Computer Vision Systems - 9th International Conference, 2013

2012
SAR-Based Terrain Classification Using Weakly Supervised Hierarchical Markov Aspect Models.
IEEE Trans. Image Process., 2012

Mid-level features and spatio-temporal context for activity recognition.
Pattern Recognit., 2012

An accurate and contrast invariant junction detector.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Compact representations of stationary dynamic textures.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Some Geometric Methods for the Analysis of Images and Textures. (Approches géométriques pour l'analyse d'images et de textures).
PhD thesis, 2011

Texture Segmentation by Grouping Ellipse Ensembles via Active Contours.
Proceedings of the British Machine Vision Conference, 2011

Spatio-Temporal Interest Points Chain (STIPC) for activity recognition.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Shape-based Invariant Texture Indexing.
Int. J. Comput. Vis., 2010

Fast semantic scene segmentation with conditional random field.
Proceedings of the International Conference on Image Processing, 2010

Topographic gray level multiscale analysis and its application to histogram modification.
Proceedings of the International Conference on Image Processing, 2010

2008
Locally invariant texture analysis from the topographic map.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
A Rapid and Automatic MRF-Based Clustering Method for SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2007

Compositional Boosting for Computing Hierarchical Image Structures.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
An Adaptive and Iterative Method of Urban Area Extraction From SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2006


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