Biao Hou

Orcid: 0000-0002-1996-186X

According to our database1, Biao Hou authored at least 260 papers between 2004 and 2025.

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

Timeline

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Bibliography

2025
A two-stage strategy for brain-inspired unsupervised learning in spiking neural networks.
Neurocomputing, 2025

2024
Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming.
IEEE Trans. Parallel Distributed Syst., November, 2024

Explore the Influence of Shallow Information on Point Cloud Registration.
IEEE Trans. Neural Networks Learn. Syst., November, 2024

SigDA: A Superimposed Domain Adaptation Framework for Automatic Modulation Classification.
IEEE Trans. Wirel. Commun., October, 2024

Hierarchical Dynamic Graph Clustering Network.
IEEE Trans. Knowl. Data Eng., September, 2024

AI meets physics: a comprehensive survey.
Artif. Intell. Rev., September, 2024

An Adaptive Migration Collaborative Network for Multimodal Image Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Deep convolutional encoder-decoder networks based on ensemble learning for semantic segmentation of high-resolution aerial imagery.
CCF Trans. High Perform. Comput., August, 2024

Multi-Step Unsupervised Domain Adaptation in Image and Feature Space for Synthetic Aperture Radar Image Terrain Classification.
Remote. Sens., June, 2024

JPSSL: SAR Terrain Classification Based on Jigsaw Puzzles and FC-CRF.
Remote. Sens., May, 2024

Multi-grained clip focus for skeleton-based action recognition.
Pattern Recognit., April, 2024

A Concurrent Multiscale Detector for End-to-End Image Matching.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Multi-Scale Contourlet Knowledge Guide Learning Segmentation.
IEEE Trans. Multim., 2024

A Semantically Nonredundant Continuous-Scale Feature Network for Panchromatic and Multispectral Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

ConvGRU-Based Multiscale Frequency Fusion Network for PAN-MS Joint Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

High-Low-Frequency Progressive-Guided Diffusion Model for PAN and MS Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Few-Shot MS and PAN Joint Classification With Improved Cross-Source Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

Renormalized Connection for Scale-Preferred Object Detection in Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2024

Multi-View Feature Fusion and Visual Prompt for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2024

Lighter and Robust: A Rotation-Invariant Transformer for VHR Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

MGPACNet: A Multiscale Geometric Prior Aware Cross-Modal Network for Images Fusion Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Self-Supervised Learning Guided by SAR Image Factors for Terrain Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

ISSP-Net: An Interactive Spatial-Spectral Perception Network for Multimodal Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Adaptive Feature Separation Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Intra- and Intersource Interactive Representation Learning Network for Remote Sensing Images Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

MutSimNet: Mutually Reinforcing Similarity Learning for RS Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Rebalancing Gaussian Location Loss for High-Precision Detection on Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

MGC: MLP-Guided CNN Pretraining Using a Small-Scale Dataset for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

MSRIP-Net: Addressing Interpretability and Accuracy Challenges in Aircraft Fine-Grained Recognition of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Subpixel Feature Pyramid Network for Multiscale Ship Detection in Synthetic Aperture Radar Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

LargeRSDet: A Large Mini-Batch Object Detector for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2024

Model-Based Decomposition Feature Learning With Adversarial Prior.
IEEE Geosci. Remote. Sens. Lett., 2024

Unreliable Pixel Contrast Based on von Mises-Fisher Distribution for Semi-Supervised SAR Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2024

SwinTFNet: Dual-Stream Transformer With Cross Attention Fusion for Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

MCDet: Multi-Content Collaboration Detector for Multiscale Remote Sensing Object.
IEEE Geosci. Remote. Sens. Lett., 2024

A survey for table recognition based on deep learning.
Neurocomputing, 2024

Weakly supervised object localization via knowledge distillation based on foreground-background contrast.
Neurocomputing, 2024

SSDFL: Spatial scattering decomposition feature learning for PolSAR image.
Int. J. Appl. Earth Obs. Geoinformation, 2024

NRENet: Neighborhood removal-and-emphasis network for ship detection in SAR Images.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Advanced Deep Learning Models for 6G: Overview, Opportunities, and Challenges.
IEEE Access, 2024

Accurate and Lightweight Learning for Specific Domain Image-Text Retrieval.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MSGFusion: Muti-scale Semantic Guided LiDAR-Camera Fusion for 3D Object Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024

Few-Shot Class Incremental Land Cover Classification with Masked Exemplar Set.
Proceedings of the IGARSS 2024, 2024

Masked Angle-Aware Autoencoder for Remote Sensing Images.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
FCOSR: A Simple Anchor-Free Rotated Detector for Aerial Object Detection.
Remote. Sens., December, 2023

Water Body Extraction of the Weihe River Basin Based on MF-SegFormer Applied to Landsat8 OLI Data.
Remote. Sens., October, 2023

Siamese Multi-Scale Adaptive Search Network for Remote Sensing Single-Object Tracking.
Remote. Sens., September, 2023

A Multi-Scale Progressive Collaborative Attention Network for Remote Sensing Fusion Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Multiscale Curvelet Scattering Network.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

Visual explanations with detailed spatial information for remote sensing image classification via channel saliency.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

Multiscale Representation Learning for Image Classification: A Survey.
IEEE Trans. Artif. Intell., February, 2023

Graph Representation Learning Meets Computer Vision: A Survey.
IEEE Trans. Artif. Intell., February, 2023

Multicue Contrastive Self-Supervised Learning for Change Detection in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2023

A Dual-Stream Transformer With Diff-Attention for Multispectral and Panchromatic Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2023

Incremental Land Cover Classification via Label Strategy and Adaptive Weights.
IEEE Trans. Geosci. Remote. Sens., 2023

A Novel Coarse-to-Fine Deep Learning Registration Framework for Multimodal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Automatic Aug-Aware Contrastive Proposal Encoding for Few-Shot Object Detection of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Unsupervised Prototype-Wise Contrastive Learning for Domain Adaptive Semantic Segmentation in Remote Sensing Image.
IEEE Trans. Geosci. Remote. Sens., 2023

Gaussian Synthesis for High-Precision Location in Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Complete Rotated Localization Loss Based on Super-Gaussian Distribution for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Contrastive Learning Based on Multiscale Hard Features for Remote-Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

SSMU-Net: A Style Separation and Mode Unification Network for Multimodal Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

An Improved Neural Network Classification Algorithm by Expanding Training Samples for Polarimetric SAR Application.
IEEE Trans. Geosci. Remote. Sens., 2023

Efficient and Robust: A Cross-Modal Registration Deep Wavelet Learning Method for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Spatio-temporal segments attention for skeleton-based action recognition.
Neurocomputing, 2023

CCNR: Cross-regional context and noise regularization for SAR image segmentation.
Int. J. Appl. Earth Obs. Geoinformation, 2023

Knowledge Decomposition and Replay: A Novel Cross-modal Image-Text Retrieval Continual Learning Method.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines.
Proceedings of the IEEE INFOCOM 2023, 2023

Incremental Land Cover Classification via Strategies for Edge Removal and Feature Point Aggregation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

RotPointNet: Keypoint based Oriented Object Detection for Aerial Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Source Fusion Network for Remote Sensing Image Segmentation with Hierarchical Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Fast and Accurate Method for Remote Sensing Image-Text Retrieval Based On Large Model Knowledge Distillation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Relational Image Patch Matching for Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
DPFL-Nets: Deep Pyramid Feature Learning Networks for Multiscale Change Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching.
IEEE Trans. Neural Networks Learn. Syst., 2022

New Generation Deep Learning for Video Object Detection: A Survey.
IEEE Trans. Neural Networks Learn. Syst., 2022

Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data.
IEEE Trans. Image Process., 2022

Adaptive Dual-Path Collaborative Learning for PAN and MS Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Joint-Training Two-Stage Method For Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens., 2022

PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder.
IEEE Trans. Geosci. Remote. Sens., 2022

Reconstruction Error-Based Decomposition Feature Selection for PolSAR Image.
IEEE Trans. Geosci. Remote. Sens., 2022

N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Joint Siamese Attention-Aware Network for Vehicle Object Tracking in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2022

Self-Distillation Feature Learning Network for Optical and SAR Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep Feature Correlation Learning for Multi-Modal Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2022

Very Low-Resolution Moving Vehicle Detection in Satellite Videos.
IEEE Trans. Geosci. Remote. Sens., 2022

A Novel Adaptive Hybrid Fusion Network for Multiresolution Remote Sensing Images Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Transfer Representation Learning Meets Multimodal Fusion Classification for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

A Collaborative Correlation-Matching Network for Multimodality Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Feature Split-Merge-Enhancement Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Multicrop Fusion Strategy Based on Prototype Assignment for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Two-Stage Mutual Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Neural Network Based on Consistency Learning and Adversarial Learning for Semisupervised Synthetic Aperture Radar Ship Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Network Pruning for Remote Sensing Images Classification Based on Interpretable CNNs.
IEEE Trans. Geosci. Remote. Sens., 2022

Remote Sensing Object Tracking With Deep Reinforcement Learning Under Occlusion.
IEEE Trans. Geosci. Remote. Sens., 2022

GAFnet: Group Attention Fusion Network for PAN and MS Image High-Resolution Classification.
IEEE Trans. Cybern., 2022

Deep Multiview Union Learning Network for Multisource Image Classification.
IEEE Trans. Cybern., 2022

The New Generation Brain-Inspired Sparse Learning: A Comprehensive Survey.
IEEE Trans. Artif. Intell., 2022

Multimodal Fusion Remote Sensing Image-Audio Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Prob-POS: A Framework for Improving Visual Explanations from Convolutional Neural Networks for Remote Sensing Image Classification.
Remote. Sens., 2022

PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation.
Remote. Sens., 2022

Spatio-Temporal Tuples Transformer for Skeleton-Based Action Recognition.
CoRR, 2022

A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Few-Shot Hyperspectral Image Classification Based on Domain Adaptation of Class Balance.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Transformer-Based Cross-Modal Image-Text Retrieval Method using Feature Decoupling and Reconstruction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Modality Independent Descriptor Learning for Optical and SAR Image Patch Matching.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Accelerating Deep Convolutional Neural Network Inference Based on OpenCL.
Proceedings of the Intelligence Science IV, 2022

SAR Scene Classification Based on Self-supervised Jigsaw Puzzles.
Proceedings of the Intelligence Science IV, 2022

YOLO-Head: An Input Adaptive Neural Network Preprocessor.
Proceedings of the Intelligence Science IV, 2022

SR-YOLO: Small Objects Detection Based on Super Resolution.
Proceedings of the Intelligence Science IV, 2022

A Lightweight SAR Ship Detection Network Based on Superpixel Statistical Modeling.
Proceedings of the Intelligence Science IV, 2022

Gaussian Balanced Sampling for End-to-End Pedestrian Detector.
Proceedings of the Intelligence Science IV, 2022

2021
Multi-Relation Attention Network for Image Patch Matching.
IEEE Trans. Image Process., 2021

Selective Adversarial Adaptation-Based Cross-Scene Change Detection Framework in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Cost-Sensitive Latent Space Learning for Imbalanced PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Multiscale CNN With Autoencoder Regularization Joint Contextual Attention Network for SAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

A Mutual Information-Based Self-Supervised Learning Model for PolSAR Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

A Deep Detection Network Based on Interaction of Instance Segmentation and Object Detection for SAR Images.
Remote. Sens., 2021

Representative Learning via Span-Based Mutual Information for PolSAR Image Classification.
Remote. Sens., 2021

A Spatial-Channel Collaborative Attention Network for Enhancement of Multiresolution Classification.
Remote. Sens., 2021

Hyperspectral image classification based on spatial and spectral kernels generation network.
Inf. Sci., 2021

A spatial-channel progressive fusion ResNet for remote sensing classification.
Inf. Fusion, 2021

Distance constraint between features for unsupervised domain adaptive person re-identification.
Neurocomputing, 2021

FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection.
CoRR, 2021

More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation.
CoRR, 2021

Real-time Surveillance Video Salient Object Detection Using Collaborative Cloud-Edge Deep Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Cross-Modal Feature Fusion Retrieval for Remote Sensing Image-Voice Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multi-View Attention Network for Remote Sensing Image Captioning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Global Feature-Based Template Matching for Fast Multi-Modal Image Registration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Feature Decomposition Framework for Multi-Modal Image Patch Matching.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Dual-Stream High Resolution Network for Multi-Source Remote Sensing Image Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Study of College Students' Lifestyle Regularity Based on Wearable Devices and Deep Learning.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

2020
POL-SAR Image Classification Based on Modified Stacked Autoencoder Network and Data Distribution.
IEEE Trans. Geosci. Remote. Sens., 2020

Semi-Supervised PolSAR Image Classification Based on Improved Tri-Training With a Minimum Spanning Tree.
IEEE Trans. Geosci. Remote. Sens., 2020

A Distribution and Structure Match Generative Adversarial Network for SAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

PolSAR Feature Extraction Via Tensor Embedding Framework for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Object Detection in High-Resolution Panchromatic Images Using Deep Models and Spatial Template Matching.
IEEE Trans. Geosci. Remote. Sens., 2020

Structure Label Matrix Completion for PolSAR Image Classification.
Remote. Sens., 2020

Semi-Supervised Deep Metric Learning Networks for Classification of Polarimetric SAR Data.
Remote. Sens., 2020

Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Semisupervised Classification of PolSAR Image Incorporating Labels' Semantic Priors.
IEEE Geosci. Remote. Sens. Lett., 2020

A Dual-Branch Attention fusion deep network for multiresolution remote-Sensing image classification.
Inf. Fusion, 2020

Panchromatic Image Land Cover Classification Via DCNN with Updating Iteration Strategy.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

QoE Estimation of DASH-Based Mobile Video Application Using Deep Reinforcement Learning.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

2019
Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR Images.
IEEE Trans. Neural Networks Learn. Syst., 2019

A Novel Segmentation Based Depth Map Up-Sampling.
IEEE Trans. Multim., 2019

Transferred Deep Learning-Based Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

CNN-Based Polarimetric Decomposition Feature Selection for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Variational Learning of Mixture Wishart Model for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Color Correction and Depth-Based Hierarchical Hole Filling in Free Viewpoint Generation.
IEEE Trans. Broadcast., 2019

Change Detection Based on Multi-Grained Cascade Forest and Multi-Scale Fusion for SAR Images.
Remote. Sens., 2019

Auto Encoder Feature Learning with Utilization of Local Spatial Information and Data Distribution for Classification of PolSAR Image.
Remote. Sens., 2019

Fast Semisupervised Classification Using Histogram-Based Density Estimation for Large-Scale Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett., 2019

Fast unsupervised deep fusion network for change detection of multitemporal SAR images.
Neurocomputing, 2019

Multi-Scale Image Block-Level F-CNN for Remote Sensing Images Object Detection.
IEEE Access, 2019

Complex Gaussian-Bayesian Online Dictionary Learning for SAR Target Recognition with Limited Labeled Samples.
IEEE Access, 2019

Polsar Land Cover Classification via Tensorial Embedding Methods.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Object Detection and Trcacking Based on Convolutional Neural Networks for High-Resolution Optical Remote Sensing Video.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

An Improved Fully Convolutional Network for Learning Rich Building Features.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Adaptive Super-Resolution for Remote Sensing Images Based on Sparse Representation With Global Joint Dictionary Model.
IEEE Trans. Geosci. Remote. Sens., 2018

Target-Oriented High-Resolution SAR Image Formation via Semantic Information Guided Regularizations.
IEEE Trans. Geosci. Remote. Sens., 2018

Discriminative Transformation Learning for Fuzzy Sparse Subspace Clustering.
IEEE Trans. Cybern., 2018

Structural-Correlated Self-Examples Based Superresolution of Single Remote Sensing Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

SAR Targets Classification Based on Deep Memory Convolution Neural Networks and Transfer Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Patch-Sorted Deep Feature Learning for High Resolution SAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Sparse Subspace Clustering-Based Feature Extraction for PolSAR Imagery Classification.
Remote. Sens., 2018

Discriminative Feature Learning for Real-Time SAR Automatic Target Recognition With the Nonlinear Analysis Cosparse Model.
IEEE Geosci. Remote. Sens. Lett., 2018

Decomposition-Feature-Iterative-Clustering-Based Superpixel Segmentation for PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2018

Modified Diversity of Class Probability Estimation Co-training for Hyperspectral Image Classification.
CoRR, 2018

A robust semi-supervised SVM via ensemble learning.
Appl. Soft Comput., 2018

Deep Generative Matching Network for Optical and SAR Image Registration.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyper-Laplacian Regularized Low-Rank Tensor Decomposition for Hyperspectral Anomaly Detection.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fully Convolutional Semi-Supervised Gan for Polsar Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

PolSAR Image Classification Based on DBN and Tensor Dimensionality Reduction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification.
IEEE Trans. Image Process., 2017

Robust Semisupervised Classification for PolSAR Image With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2017

Sparse Coding-Inspired High-Resolution ISAR Imaging Using Multistage Compressive Sensing.
IEEE Trans. Aerosp. Electron. Syst., 2017

POLSAR Image Classification via Wishart-AE Model or Wishart-CAE Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A Fast Algorithm for SAR Image Segmentation Based on Key Pixels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Unsupervised Classification of Polarimetirc SAR Image Via Improved Manifold Regularized Low-Rank Representation With Multiple Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Joint Sparse Recovery With Semisupervised MUSIC.
IEEE Signal Process. Lett., 2017

Unsupervised saliency-guided SAR image change detection.
Pattern Recognit., 2017

Context-Based Max-Margin for PolSAR Image Classification.
IEEE Access, 2017

Natural language description of remote sensing images based on deep learning.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Change detection in synthetic aperture radar images based on log-mean operator and stacked auto-encoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fast graph-based SAR image segmentation via simple superpixels.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information.
IEEE Trans. Geosci. Remote. Sens., 2016

Adaptive Nonlocal Spatial-Spectral Kernel for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Spatial Fuzzy Clustering Algorithm With Kernel Metric Based on Immune Clone for SAR Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Semisupervised Feature Extraction With Neighborhood Constraints for Polarimetric SAR Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Classification of Polarimetric SAR Images Using Multilayer Autoencoders and Superpixels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Multi-kernel Joint Sparse Graph for SAR Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Spectral-spatial hyperspectral image ensemble classification via joint sparse representation.
Pattern Recognit., 2016

SAR Image Registration Based on Multifeature Detection and Arborescence Network Matching.
IEEE Geosci. Remote. Sens. Lett., 2016

Local Collaborative Representation With Adaptive Dictionary Selection for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016

SAR Image Classification via Hierarchical Sparse Representation and Multisize Patch Features.
IEEE Geosci. Remote. Sens. Lett., 2016

Locality-constraint discriminant feature learning for high-resolution SAR image classification.
Neurocomputing, 2016

Weighted multifeature hyperspectral image classification via kernel joint sparse representation.
Neurocomputing, 2016

Joint multi-feature hyperspectral image classification with spatial constraint in semantic manifold.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Learning task-driven polarimetric target decomposition: A new perspective.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Fast semi-supervised classification based on parallel auction graph for polarimetric SAR data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Terrain classification with Polarimetric SAR based on Deep Sparse Filtering Network.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Unsupervised PolSAR image classification using boundary-preserving region division and region-based affinity propagation clustering.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Resample-Based SVA Algorithm for Sidelobe Reduction of SAR/ISAR Imagery With Noninteger Nyquist Sampling Rate.
IEEE Trans. Geosci. Remote. Sens., 2015

Nonconvex Compressed Sensing by Nature-Inspired Optimization Algorithms.
IEEE Trans. Cybern., 2015

SAR Images Retrieval Based on Semantic Classification and Region-Based Similarity Measure for Earth Observation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Multilevel Distribution Coding Model-Based Dictionary Learning for PolSAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Spectral-Spatial Classification of Hyperspectral Data Using 3-D Morphological Profile.
IEEE Geosci. Remote. Sens. Lett., 2015

Multilayer CFAR Detection of Ship Targets in Very High Resolution SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2015

Semi-supervised Learning Based on Improved Co-training by Committee.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Sparsity-constrained generalized bilinear model for hyperspectral unmixing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Semi-supervised classification based on anchor-spatial graph for large polarimetric SAR data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Polarimetric SAR images classification using deep belief networks with learning features.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Wishart RBM based DBN for polarimetric synthetic radar data classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Novel Eye Localization Method With Rotation Invariance.
IEEE Trans. Image Process., 2014

Unsupervised Change Detection in SAR Image Based on Gauss-Log Ratio Image Fusion and Compressed Projection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Using Combined Difference Image and k-Means Clustering for SAR Image Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2014

Classification of imbalanced hyperspectral imagery data using support vector sampling.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Multilayer feature learning for polarimetric synthetic radar data classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Unsupervised classification of polarimetric SAR images integrating color features.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Nonlocal filtering for Polarimetric SAR Data based on bilateral filtering.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

MSTAR image segmentation with multi-phase level set based on probability density model.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SAR image segmentation based on random projection and signature frame.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Context-Based Hierarchical Unequal Merging for SAR Image Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2013

A Novel Method for Hyperspectral Image Classification Based on Laplacian Eigenmap Pixels Distribution-Flow.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Fast Fisher Sparsity Preserving Projections.
Neural Comput. Appl., 2013

Novel Change Detection in SAR Imagery Using Local Connectivity.
IEEE Geosci. Remote. Sens. Lett., 2013

Spatial-spectral classification based on group sparse coding for hyperspectral image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Joint segmentation and classification of hyperspectral image using meanshift and sparse representation classifier.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

High resolution SAR target reconstruction from compressive measurements with prior knowledge.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Unsupervised classification of POLSAR data based on the improved affinity propagation clustering.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

SAR image ship detection based on visual attention model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Correction to "SAR Image Despeckling Based on Nonsubsampled Shearlet Transform" [Jun 12 809-823].
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

SAR Image Despeckling Based on Nonsubsampled Shearlet Transform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

MPM SAR Image Segmentation Using Feature Extraction and Context Model.
IEEE Geosci. Remote. Sens. Lett., 2012

SAR image despeckling method using bivariate shrinkage based on dual-tree complex wavelet.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Low-rank and sparse matrix decomposition-based pan sharpening.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A visual attention model based on wavelet transform and its application on ship detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Multivariate Compressive Sensing for Image Reconstruction in the Wavelet Domain: Using Scale Mixture Models.
IEEE Trans. Image Process., 2011

SAR Image Despeckling Based on Local Homogeneous-Region Segmentation by Using Pixel-Relativity Measurement.
IEEE Trans. Geosci. Remote. Sens., 2011

Shape-Adaptive Reversible Integer Lapped Transform for Lossy-to-Lossless ROI Coding of Remote Sensing Two-Dimensional Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Target Reconstruction Using Manifold-Based Compressive Sensing.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Spectral clustering based unsupervised change detection in SAR images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

SAR image despeckling based on improved Directionlet domain Gaussian Mixture Model.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
SAR Image Despeckling Using Edge Detection and Feature Clustering in Bandelet Domain.
IEEE Geosci. Remote. Sens. Lett., 2010

Natural and Remote Sensing Image Segmentation Using Memetic Computing.
IEEE Comput. Intell. Mag., 2010

SAR image segmentation with entropy ranking based adaptive semi-supervised spectral clustering.
Proceedings of the SAR Image Analysis, 2010

2008
Synthetic aperture radar image despeckling via spatially adaptive shrinkage in the nonsubsampled contourlet transform domain.
J. Electronic Imaging, 2008

2007
An Algorithm for SAR Image Embedded Compression Based on Wavelet Transform.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

2006
Texture Classification Via Stationary-Wavelet Based Contourlet Transform.
Proceedings of the Advances in Machine Vision, 2006

2005
A New Wavelet-Domain HMTseg Algorithm for Remotely Sensed Image Segmentation.
Proceedings of the Image Analysis and Processing, 2005

Automatic Texture Segmentation Based on Wavelet-Domain Hidden Markov Tree.
Proceedings of the Progress in Pattern Recognition, 2005

A Fully Unsupervised Image Segmentation Algorithm Based on Wavelet-Domain Hidden Markov Tree Models.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Unsupervised image segmentation based on the anisotropic texture information.
Proceedings of the Third International Conference on Image and Graphics, 2004


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