Fang Liu

Orcid: 0000-0002-5669-9354

Affiliations:

Xidian University, Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China

According to our database¹, Fang Liu authored at least 278 papers between 2004 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

A Quantum Evolutionary Learning Tracker for Video.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., April, 2024

Evolutionary Dual-Stream Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2024

Self-Supervised Self-Organizing Clustering Network: A Novel Unsupervised Representation Learning Method.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2024

Bi-Level Multiobjective Evolutionary Learning: A Case Study on Multitask Graph Neural Topology Search.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., February, 2024

Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., January, 2024

Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Bio-Inspired Multi-Scale Contourlet Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Multi-Scale Contourlet Knowledge Guide Learning Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Cross-Domain Scene Unsupervised Learning Segmentation With Dynamic Subdomains.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Robust Instance-Based Semi-Supervised Learning Change Detection for Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

LGLFormer: Local-Global Lifting Transformer for Remote Sensing Scene Parsing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

MutSimNet: Mutually Reinforcing Similarity Learning for RS Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference.

[BibT_eX]

[DOI]

Pattern Recognit., November, 2023

Fast and Effective: A Novel Sequential Single-Path Search for Mixed-Precision-Quantized Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., October, 2023

RDLNet: A Regularized Descriptor Learning Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Deep Learning in Visual Tracking: A Review.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Knowledge transduction for cross-domain few-shot learning.

[BibT_eX]

[DOI]

Pattern Recognit., September, 2023

A multimodal hyper-fusion transformer for remote sensing image classification.

[BibT_eX]

[DOI]

Inf. Fusion, August, 2023

Multiscale Curvelet Scattering Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2023

Faster and Better: A Lightweight Transformer Network for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Remote. Sens., July, 2023

Learning Social Spatio-Temporal Relation Graph in the Wild and a Video Benchmark.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2023

MinEnt: Minimum entropy for self-supervised representation learning.

[BibT_eX]

[DOI]

Pattern Recognit., June, 2023

Dual Wavelet Attention Networks for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2023

A Collaborative Learning Tracking Network for Remote Sensing Videos.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., March, 2023

Multiscale Representation Learning for Image Classification: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., February, 2023

Graph Representation Learning Meets Computer Vision: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., February, 2023

Transformer Based Conditional GAN for Multimodal Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

$D^{3}K$: Dynastic Data-Free Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

A Universal Quaternion Hypergraph Network for Multimodal Video Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

GeoFormer: A Geometric Representation Transformer for Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Curvelet Adversarial Augmented Neural Network for SAR Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Spatial Hierarchical Reasoning Network for Remote Sensing Visual Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Boundary-Aware Multiscale Learning Perception for Remote Sensing Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

An Explainable Spatial-Frequency Multiscale Transformer for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multicue Contrastive Self-Supervised Learning for Change Detection in Remote Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

CSLT: Contourlet-Based Siamese Learning Tracker for Dim and Small Targets in Satellite Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

SDCDNet: A Semi-Dual Change Detection Network Framework With Super-Weak Label for Remote Sensing Image.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Cross-Domain Few-Shot Hyperspectral Image Classification With Class-Wise Attention.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

WNet: W-Shaped Hierarchical Network for Remote-Sensing Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Spatial-Spectral Bilinear Representation Fusion Network for Multimodal Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multipretext-Task Prototypes Guided Dynamic Contrastive Learning Network for Few-Shot Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multisource Joint Representation Learning Fusion Classification for Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Learning Salient Feature for Salient Object Detection Without Labels.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

DFAT: Dynamic Feature-Adaptive Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2023

SSCFNet: A Spatial-Spectral Cross Fusion Network for Remote Sensing Change Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Task context transformer and GCN for few-shot learning of cross-domain.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Transferring Modality-Aware Pedestrian Attentive Learning for Visible-Infrared Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2023

Data-Centric Long-Tailed Image Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Changes-Aware Transformer: Learning Generalized Changes Representation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-model fusion for Aerial Vision and Dialog Navigation based on human attention aids.

[BibT_eX]

[DOI]

CoRR, 2023

Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search.

[BibT_eX]

[DOI]

CoRR, 2023

Orthogonal Uncertainty Representation of Data Manifold for Robust Long-Tailed Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Edge-Guided Feature Dense Fusion Network for Remote Sensing Image Change Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Trident Cooperation Network for Building Extraction and Height Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Strong Vision Transformer Adapter with Adaptive Thresholding for fine-Grained Building Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Unsupervised Domain Adaption for Remote Sensing Semantic Segmentation with Self-Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Swin Resnetswin Transformers for Change Detection in Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Domain-Specific and Domain-Common Feature Enhancement for Cross-Domain Few-Shot Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Spatial-Preserving and Edge-Orienting High-Resolution Network for Remote Sensing Change Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Delving into Semantic Scale Imbalance.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Robust Semantic Segmentation UNCV2023 Challenge Results.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DPFL-Nets: Deep Pyramid Feature Learning Networks for Multiscale Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

New Generation Deep Learning for Video Object Detection: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Adaptive Contourlet Fusion Clustering for SAR Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Adaptive Dual-Path Collaborative Learning for PAN and MS Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Sparse Feature Clustering Network for Unsupervised SAR Image Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

MBLT: Learning Motion and Background for Vehicle Tracking in Satellite Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

LHNet: Laplacian Convolutional Block for Remote Sensing Image Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

EMTCAL: Efficient Multiscale Transformer and Cross-Level Attention Learning for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Joint Siamese Attention-Aware Network for Vehicle Object Tracking in Satellite Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Hybrid Network With Structural Constraints for SAR Image Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Very Low-Resolution Moving Vehicle Detection in Satellite Videos.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Transfer Representation Learning Meets Multimodal Fusion Classification for Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multitask Semantic Boundary Awareness Network for Remote Sensing Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Fuzzy Learning Superpixel Representation for PolSAR Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Multiscale Self-Attention Deep Clustering for Change Detection in SAR Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Shearlet Network for Change Detection in SAR Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Polarimetric Multipath Convolutional Neural Network for PolSAR Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Automatic Graph Learning Convolutional Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

GAFnet: Group Attention Fusion Network for PAN and MS Image High-Resolution Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Deep Multiview Union Learning Network for Multisource Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

The New Generation Brain-Inspired Sparse Learning: A Comprehensive Survey.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2022

Homo-Heterogenous Transformer Learning Framework for RS Scene Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

TCSPANet: Two-Staged Contrastive Learning and Sub-Patch Attention Based Network for PolSAR Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Entire Deformable ConvNets for semantic segmentation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Region NMS-based deep network for gigapixel level pedestrian detection with two-step cropping.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Augmentative contrastive learning for one-shot object detection.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Transformers Meet Visual Learning Understanding: A Comprehensive Review.

[BibT_eX]

[DOI]

CoRR, 2022

Hierarchical Scene Normality-Binding Modeling for Anomaly Detection in Surveillance Videos.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Remote Sensing Image Change Detection Based on Deep Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Dual-Fusion Semantic Segmentation Framework with Gan for SAR Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

PolSF: PolSAR Image Datasets on San Francisco.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science IV, 2022

Deep Complex Convolutional Neural Networks for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science IV, 2022

A Three-Stage Model Fusion Method for Out-of-Distribution Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection.

[BibT_eX]

[DOI]

Shuo Li

Fang Liu

Licheng Jiao

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

C-CNN: Contourlet Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

IPGN: Interactiveness Proposal Graph Network for Human-Object Interaction Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Residual Spectral-Spatial Attention Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Selective Adversarial Adaptation-Based Cross-Scene Change Detection Framework in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Ridgelet-Nets With Speckle Reduction Regularization for SAR Image Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Integrating Sensing and Communications for Ubiquitous IoT: Applications, Trends, and Challenges.

[BibT_eX]

[DOI]

IEEE Netw., 2021

Deep associative learning for neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment.

[BibT_eX]

[DOI]

CoRR, 2021

MWQ: Multiscale Wavelet Quantized Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Effective and Fast: A Novel Sequential Single Path Search for Mixed-Precision Quantization.

[BibT_eX]

[DOI]

CoRR, 2021

Multisource Data Fusion for the Detection of Settlements Without Electricity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

DO-UNet, DO-LinkNet: UNet, D-LinkNet with DO-Conv for the Detection of Settlements without Electricity Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

MRTA: Multi-Resolution Training Algorithm for Multitemporal Semantic Change Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

ViT-YOLO: Transformer-Based YOLO for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

LUAI Challenge 2021 on Learning to Understand Aerial Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Online Active Extreme Learning Machine With Discrepancy Sampling for PolSAR Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Multi-Feature Weighted Sparse Graph for SAR Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Discriminative Sketch Topic Model With Structural Constraint for SAR Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Building Extraction of Aerial Images by a Global and Multi-Scale Encoder-Decoder Network.

[BibT_eX]

[DOI]

Remote. Sens., 2020

A Multiscale Self-Adaptive Attention Network for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Fuzzy Superpixels Based Semi-Supervised Similarity-Constrained CNN for PolSAR Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Complex Contourlet-CNN for polarimetric SAR image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

MultiResolution Attention Extractor for Small Object Detection.

[BibT_eX]

[DOI]

CoRR, 2020

SSCV-GANs: Semi-Supervised Complex-Valued GANs for PolSAR Image Classification.

[BibT_eX]

[DOI]

IEEE Access, 2020

A Two-Stage Evolutionary Fuzzy Clustering Framework for Noisy Image Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deep Auxiliary Learning for Point Cloud Generation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Multi-Resolution Prediction Model Based on Community Relevance for Missing Links Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2020

AttAN: Attention Adversarial Networks for 3D Point Cloud Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Weakly Supervised Land Cover Classification Method For Large-Scale Multi-Resolution Labeled Satellite Images Data Sets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Images Feature Learning based On Multi-Branch Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Feature Correlation Analysis of Two-Branch Convolutional Networks for Multi-Source Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Adaptive Proposal Network in Optical Remote Sensing Images Objective Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Dual Residual Network with Channel Attention for Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

A Novel Neural Network for Remote Sensing Image Matching.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Transferred Deep Learning-Based Change Detection in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

A Pareto-Based Sparse Subspace Learning Framework.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Video reconstruction based on Intrinsic Tensor Sparsity model.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2019

Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Semi-Coupled Convolutional Sparse Learning for Image Super-Resolution.

[BibT_eX]

[DOI]

Remote. Sens., 2019

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

[BibT_eX]

[DOI]

Neurocomputing, 2019

PolSF: PolSAR image dataset on San Francisco.

[BibT_eX]

[DOI]

Xu Liu

Licheng Jiao

Fang Liu

CoRR, 2019

Adaptive sparse graph learning based dimensionality reduction for classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

Fast DDL Classification for SAR Images With l<sub>1, ∞</sub> Constraint.

[BibT_eX]

[DOI]

IEEE Access, 2019

High-Resolution SAR Change Detection Based on ROI and SPP Net.

[BibT_eX]

[DOI]

IEEE Access, 2019

Multi-Scale Residual Reconstruction Neural Network With Non-Local Constraint.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Survey of Deep Learning-Based Object Detection.

[BibT_eX]

[DOI]

IEEE Access, 2019

Semi-Supervised Complex-Valued GAN for Polarimetric SAR Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Pixel Dag-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Polsar Image Classification Based on Polarimetric Scattering Coding and Sparse Support Matrix Machine.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Stepwise Method for Change Detection in Large-Scale Polarimetric SAR Images.

[BibT_eX]

[DOI]

Fang Liu

Xu Tang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Hybrid Method of SAR Speckle Reduction Based on Geometric-Structural Block and Adaptive Neighborhood.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Deep Multiple Instance Learning-Based Spatial-Spectral Classification for PAN and MS Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Adaptive Hierarchical Multinomial Latent Model With Hybrid Kernel Function for SAR Image Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Fuzzy Superpixels for Polarimetric SAR Images Classification.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

Fuzzy Double C-Means Clustering Based on Sparse Self-Representation.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

Global Low-Rank Image Restoration With Gaussian Mixture Model.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

The Overcomplete Dictionary-Based Directional Estimation Model and Nonconvex Reconstruction Methods.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Fuzzy Sparse Autoencoder Framework for Single Image Per Person Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Unsupervised Deep Feature Learning for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

Remote. Sens., 2018

A modified convolutional neural network for face sketch synthesis.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Random subspace based ensemble sparse representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

3D fast convex-hull-based evolutionary multiobjective optimization algorithm.

[BibT_eX]

[DOI]

Jiaqi Zhao

Licheng Jiao

Fang Liu

Vitor Basto-Fernandes

Iryna Yevseyeva

Shixiong Xia

Michael T. M. Emmerich

Appl. Soft Comput., 2018

Circular Relevance Feedback for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Two-Stage Reranking for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

A Novel Image Representation Framework Based on Gaussian Model and Evolutionary Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2017

POLSAR Image Classification via Wishart-AE Model or Wishart-CAE Model.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Dimensionality Reduction of Hyperspectral Imagery Using Sparse Graph Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

SAR Image segmentation based on convolutional-wavelet neural network and markov random field.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Semi-supervised double sparse graphs based discriminant analysis for dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Mixed second order partial derivatives decomposition method for large scale optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

2016

Semisupervised Discriminant Feature Learning for SAR Image Category via Sparse Ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

CRIM-FCHO: SAR Image Two-Stage Segmentation With Multifeature Ensemble.

[BibT_eX]

[DOI]

Hang Yu

Licheng Jiao

Fang Liu

IEEE Trans. Geosci. Remote. Sens., 2016

SAR Image Segmentation Based on Hierarchical Visual Semantic and Adaptive Neighborhood Multinomial Latent Model.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Adaptive Nonlocal Spatial-Spectral Kernel for Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Refined Pan-Sharpening With NSCT and Hierarchical Sparse Autoencoder.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Multi-kernel Joint Sparse Graph for SAR Image Segmentation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Geometric structure guided collaborative compressed sensing.

[BibT_eX]

[DOI]

Leping Lin

Fang Liu

Licheng Jiao

Signal Process. Image Commun., 2016

A group matching pursuit for image reconstruction.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2016

MOEA/D with biased weight adjustment inspired by user preference and its application on multi-objective reservoir flood control problem.

[BibT_eX]

[DOI]

Soft Comput., 2016

Learning simultaneous adaptive clustering and classification via MOEA.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Hierarchical semantic model and scattering mechanism based PolSAR image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Unsupervised feature selection based on maximum information and minimum redundancy for hyperspectral images.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

A Nonlocal Means for Speckle Reduction of SAR Image With Multiscale-Fusion-Based Steerable Kernel Function.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Detecting Cars in VHR SAR Images via Semantic CFAR Algorithm.

[BibT_eX]

[DOI]

Yong Huang

Fang Liu

IEEE Geosci. Remote. Sens. Lett., 2016

Sketching Model and Higher Order Neighborhood Markov Random Field-Based SAR Image Segmentation.

[BibT_eX]

[DOI]

Yiping Duan

Fang Liu

Licheng Jiao

IEEE Geosci. Remote. Sens. Lett., 2016

Prediction of missing links based on community relevance and ruler inference.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

2015

Learning Interpolation via Regional Map for Pan-Sharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Mutual-Information-Based Semi-Supervised Hyperspectral Band Selection With High Discrimination, High Information, and Low Redundancy.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Nonconvex Compressed Sensing by Nature-Inspired Optimization Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Hyperspectral Image Classification by Spatial-Spectral Derivative-Aided Kernel Joint Sparse Representation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Semisupervised Affinity Propagation Based on Normalized Trivariable Mutual Information for Hyperspectral Band Selection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A new patch based change detector for polarimetric SAR data.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

A novel dynamic rough subspace based selective ensemble.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Pan-sharpening via regional division and NSST.

[BibT_eX]

[DOI]

Cheng Shi

Fang Liu

Qiguang Miao

Multim. Tools Appl., 2015

Imbalanced Hyperspectral Image Classification Based on Maximum Margin.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

A cooperative belief rule based decision support system for lymph node metastasis diagnosis in gastric cancer.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Coupled compressed sensing inspired sparse spatial-spectral LSSVM for hyperspectral image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Learning compressive sampling via multiscale and steerable support value transform.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Joint sparse regularization based Sparse Semi-Supervised Extreme Learning Machine (S3ELM) for classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

A Memetic Optimization Strategy Based on Dimension Reduction in Decision Space.

[BibT_eX]

[DOI]

Evol. Comput., 2015

Polarimetric Hierarchical Semantic Model and Scattering Mechanism Based PolSAR Image Classification.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Local Maximal Homogeneous Region Search for SAR Speckle Reduction With Sketch-Based Geometrical Kernel Function.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Pansharpening Based on Low-Rank and Sparse Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

MOEA/D with uniform decomposition measurement for many-objective problems.

[BibT_eX]

[DOI]

Soft Comput., 2014

Compressed sensing by collaborative reconstruction on overcomplete dictionary.

[BibT_eX]

[DOI]

Leping Lin

Fang Liu

Licheng Jiao

Signal Process., 2014

A compressed sensing approach for efficient ensemble learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Incomplete variables truncated conjugate gradient method for signal reconstruction in compressed sensing.

[BibT_eX]

[DOI]

Inf. Sci., 2014

MOEA/D with Baldwinian learning inspired by the regularity property of continuous multiobjective problem.

[BibT_eX]

[DOI]

Neurocomputing, 2014

MOEA/D with opposition-based learning for multiobjective optimization problem.

[BibT_eX]

[DOI]

Neurocomputing, 2014

MOEA/D with Adaptive Weight Adjustment.

[BibT_eX]

[DOI]

Evol. Comput., 2014

A modified objective function method with feasible-guiding strategy to solve constrained multi-objective optimization problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2014

MOEA/D with a delaunay triangulation based weight adjustment.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

A Novel Immune Optimization Algorithm for Fairness Resource Allocation in Cognitive Wireless Network.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2013

Immune optimization algorithm for solving vertical handoff decision problem in heterogeneous wireless network.

[BibT_eX]

[DOI]

Wirel. Networks, 2013

Multivariate pursuit image reconstruction using prior information beyond sparsity.

[BibT_eX]

[DOI]

Signal Process., 2013

Selective multiple kernel learning for classification with ensemble strategy.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

An efficient matrix bi-factorization alternative optimization method for low-rank matrix recovery and completion.

[BibT_eX]

[DOI]

Neural Networks, 2013

An evidential reasoning based model for diagnosis of lymph node metastasis in gastric cancer.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2013

A bi-level belief rule based decision support system for diagnosis of lymph node metastasis in gastric cancer.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

A co-evolutionary multi-objective optimization algorithm based on direction vectors.

[BibT_eX]

[DOI]

Inf. Sci., 2013

A novel selection evolutionary strategy for constrained optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2013

On the use of immune clonal optimization for joint subcarrier and power allocation in OFDMA with proportional fairness rate.

[BibT_eX]

[DOI]

Int. J. Commun. Syst., 2013

Hybrid Multilevel Sparse Reconstruction for a Whole Domain Bioluminescence Tomography Using Adaptive Finite Element.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

Object information based interactive segmentation for fatty tissue extraction.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

2012

A Novel Immune Clonal Algorithm for MO Problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2012

An evidential reasoning based classification algorithm and its application for face recognition with class noise.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Immune optimization algorithm for solving joint call admission control problem in next-generation wireless network.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2012

Multi-objective immune algorithm with Baldwinian learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

2011

Multivariate Compressive Sensing for Image Reconstruction in the Wavelet Domain: Using Scale Mixture Models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Compressive Sensing SAR Image Reconstruction Based on Bayesian Framework and Evolutionary Computation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

An improved multi-agent genetic algorithm for numerical optimization.

[BibT_eX]

[DOI]

Xiaoying Pan

Licheng Jiao

Fang Liu

Nat. Comput., 2011

Artificial immune multi-objective SAR image segmentation with fused complementary features.

[BibT_eX]

[DOI]

Inf. Sci., 2011

A Finite Element Mesh Aggregating Approach to Multiple-Source Reconstruction in Bioluminescence Tomography.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2011

Interactive MOEA/D for multi-objective decision making.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Fast Source Reconstruction for Bioluminescence Tomography Based on Sparse Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

SAR Image Despeckling Using Edge Detection and Feature Clustering in Bandelet Domain.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

Multicontourlet-Based Adaptive Fusion of Infrared and Visible Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

Immune algorithm with orthogonal design based initialization, cloning, and selection for global optimization.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

Lamarckian Learning in Clonal Selection Algorithm for Numerical Optimization.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2010

Memetic computation based on regulation between neural and immune systems: the framework and a case study.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2010

A sphere-dominance based preference immune-inspired algorithm for dynamic multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A multiobjective immune clustering ensemble technique applied to unsupervised SAR image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Optimizing detector distribution in V-detector negative selection using a constrained multiobjective immune algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A hybrid multiobjective immune algorithm with region preference for decision makers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Discrete differential evolution algorithm for the job shop scheduling problem.

[BibT_eX]

[DOI]

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

A Parallel Artificial Immune Model for Optimization.

[BibT_eX]

[DOI]

Yutao Qi

Fang Liu

Licheng Jiao

Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009

2008

Spectral Clustering Ensemble Applied to SAR Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2008

2007

Pheromone Based Dynamic Vaccination for Immune Algorithms.

[BibT_eX]

[DOI]

Yutao Qi

Fang Liu

Licheng Jiao

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006

A Strategy of Mutation History Learning in Immune Clonal Selection Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

A Dynamic Clonal Selection Algorithm for Project Optimization Scheduling.

[BibT_eX]

[DOI]

Xiaoying Pan

Fang Liu

Licheng Jiao

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

An Immune Clonal Selection Scheduling Algorithm for Input-Queued Switches.

[BibT_eX]

[DOI]

Fang Liu

Jing Zhao

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

A Method of Reducing Speckle Noise of SAR Images Based on Wavelets and Wedgelet HMT Models.

[BibT_eX]

[DOI]

Hai-yan Jin

Licheng Jiao

Fang Liu

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Multi-Agent Immune Clonal Selection Algorithm Based Multicast Routing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

A Polyclonal Selection Clustering for Packet Classification.

[BibT_eX]

[DOI]

Fang Liu

Liqi Wei

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Intrusion Detection Based on Clustering Organizational Co-Evolutionary Classification.

[BibT_eX]

[DOI]

Fang Liu

Yun Tian

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

2005

Intrusion Detection Based on ART and Artificial Immune Network Clustering.

[BibT_eX]

[DOI]

Fang Liu

Lin Bai

Licheng Jiao

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Image Enhancement via Fusion Based on Laplacian Pyramid Directional Filter Banks.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

The Quaternion Model of Artificial Immune Response.

[BibT_eX]

[DOI]

Proceedings of the Artificial Immune Systems: 4th International Conference, 2005

Immune Clonal Selection Wavelet Network Based Intrusion Detection.

[BibT_eX]

[DOI]

Fang Liu

Lan Luo

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Directional self-learning of genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Unsupervised Anomaly Detection Based on an Evolutionary Artificial Immune Network.

[BibT_eX]

[DOI]

Fang Liu

Leping Lin

Proceedings of the Applications of Evolutionary Computing, 2005

An Novel Artificial Immune Systems Multi-objective Optimization Algorithm for 0/1 Knapsack Problems.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Security, International Conference, 2005

Key Frame Extraction Based on Evolutionary Artificial Immune Network.

[BibT_eX]

[DOI]

Fang Liu

Xiaoying Pan

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Multiobjective Optimization Based on Coevolutionary Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2004

A New Data Mining Method Using Organizational Coevolutionary Mechanism.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Performance Analysis of Recurrent Neural Networks Based Blind Adaptive Multiuser Detection in Asynchronous DS-CDMA Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Space-Time Multiuser Detection Combined with Adaptive Wavelet Networks over Multipath Channels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Intrusion Detection Based on Immune Clonal Selection Algorithms.

[BibT_eX]

[DOI]

Fang Liu

Qu Bo

Chen Rongsheng

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Fang Liu

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