Haifeng Li
Orcid: 0000-0003-1173-6593Affiliations:
- Central South University, School of Geosciences and Info-Physics, Changsha, Hunan, China
- Wuhan University, China (PhD 2009)
According to our database1,
Haifeng Li
authored at least 145 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Remote. Sens., May, 2024
CDEST: Class Distinguishability-Enhanced Self-Training Method for Adopting Pre-Trained Models to Downstream Remote Sensing Image Semantic Segmentation.
Remote. Sens., April, 2024
A Region-Adaptive Local Perturbation-Based Method for Generating Adversarial Examples in Synthetic Aperture Radar Object Detection.
Remote. Sens., March, 2024
Neurocomputing, March, 2024
Adaptive Multiscale Slimming Network Learning for Remote Sensing Image Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2024
Global-Local Coupled Style Transfer for Semantic Segmentation of Bitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
LSTTN: A Long-Short Term Transformer-based spatiotemporal neural network for traffic flow forecasting.
Knowl. Based Syst., 2024
Inf. Sci., 2024
SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want.
CoRR, 2024
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding.
CoRR, 2024
Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach.
CoRR, 2024
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding.
CoRR, 2024
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting.
CoRR, 2024
HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection.
CoRR, 2024
2023
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit., November, 2023
GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification.
Remote. Sens., October, 2023
RiSSNet: Contrastive Learning Network with a Relaxed Identity Sampling Strategy for Remote Sensing Image Semantic Segmentation.
Remote. Sens., July, 2023
GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023
Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works.
IEEE Trans. Geosci. Remote. Sens., 2023
Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building.
IEEE Trans. Geosci. Remote. Sens., 2023
Memory-Contrastive Unsupervised Domain Adaptation for Building Extraction of High-Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
A General Transitive Transfer Learning Framework for Cross-Optical Sensor Remote Sensing Image Scene Understanding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-Supervised Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Continual Learning for Remote Sensing Image Scene Classification With Prompt Learning.
IEEE Geosci. Remote. Sens. Lett., 2023
Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model.
CoRR, 2023
BCE-Net: Reliable Building Footprints Change Extraction based on Historical Map and Up-to-Date Images using Contrastive Learning.
CoRR, 2023
2022
Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation.
IEEE Trans. Neural Networks Learn. Syst., 2022
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst., 2022
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Contextual Information-Preserved Architecture Learning for Remote-Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives.
Symmetry, 2022
Symmetry, 2022
Analysis of Urban Visual Memes Based on Dictionary Learning: An Example with Urban Image Data.
Symmetry, 2022
A Class-Incremental Detection Method of Remote Sensing Images Based on Selective Distillation.
Symmetry, 2022
Symmetry, 2022
Remote. Sens., 2022
Remote. Sens., 2022
FALSE: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2022
LaST: Label-Free Self-Distillation Contrastive Learning With Transformer Architecture for Remote Sensing Image Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples.
IEEE Geosci. Remote. Sens. Lett., 2022
Spatial-Temporal Invariant Contrastive Learning for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
MDANet: Unsupervised, Mixed-Domain Adaptation for Semantic Segmentation of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Message-Passing-Driven Triplet Representation for Geo-Object Relational Inference in HRSI.
IEEE Geosci. Remote. Sens. Lett., 2022
Generating Multiscale Maps From Satellite Images via Series Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2022
Lie to Me: A Soft Threshold Defense Method for Adversarial Examples of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
EFCNet: Ensemble Full Convolutional Network for Semantic Segmentation of High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
J. Syst. Archit., 2022
A data-driven adversarial examples recognition framework via adversarial feature genomes.
Int. J. Intell. Syst., 2022
Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples.
CoRR, 2022
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph.
CoRR, 2022
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation.
CoRR, 2022
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations.
CoRR, 2022
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning.
CoRR, 2022
Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
A Two-Phase Coordinated Planning Approach for Heterogeneous Earth-Observation Resources to Monitor Area Targets.
IEEE Trans. Syst. Man Cybern. Syst., 2021
IEEE Trans. Image Process., 2021
MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021
RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
An Empirical Study of Adversarial Examples on Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
SMAPGAN: Generative Adversarial Network-Based Semisupervised Styled Map Tile Generation Method.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
DAPnet: A Double Self-Attention Convolutional Network for Point Cloud Semantic Labeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Scene Complexity: A New Perspective on Understanding the Scene Semantics of Remote Sensing and Designing Image-Adaptive Convolutional Neural Networks.
Remote. Sens., 2021
Remote. Sens., 2021
Remote. Sens., 2021
SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2021
Analysis of the Temporal and Spatial Characteristics of Material Cultural Heritage Driven by Big Data - Take Museum Relics as an Example.
Inf., 2021
Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning.
ISPRS Int. J. Geo Inf., 2021
ISPRS Int. J. Geo Inf., 2021
A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence.
Int. J. Geogr. Inf. Sci., 2021
CoRR, 2021
Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method.
CoRR, 2021
Generating Multi-scale Maps from Remote Sensing Images via Series Generative Adversarial Networks.
CoRR, 2021
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
IEEE Access, 2021
2020
IEEE Trans. Intell. Transp. Syst., 2020
Unsupervised Feature Learning to Improve Transferability of Landslide Susceptibility Representations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps.
Sensors, 2020
Sensors, 2020
RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data.
Sensors, 2020
J. Intell. Transp. Syst., 2020
Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations.
Inf. Sci., 2020
Inf., 2020
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting.
CoRR, 2020
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images.
CoRR, 2020
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
CoRR, 2020
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification.
CoRR, 2020
CoRR, 2020
DAPnet: A double self-attention convolutional network for segmentation of point clouds.
CoRR, 2020
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images.
CoRR, 2020
CoRR, 2020
Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification.
CoRR, 2020
Robust Multivehicle Tracking With Wasserstein Association Metric in Surveillance Videos.
IEEE Access, 2020
Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification.
IEEE Access, 2020
Memory Protection Generative Adversarial Network (MPGAN): A Framework to Overcome the Forgetting of GANs Using Parameter Regularization Methods.
IEEE Access, 2020
2019
Hyperbolic Function Embedding: Learning Hierarchical Representation for Functions of Source Code in Hyperbolic Space.
Symmetry, 2019
Swarm Evol. Comput., 2019
Sensors, 2019
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery.
CoRR, 2019
Program Classification Using Gated Graph Attention Neural Network for Online Programming Service.
CoRR, 2019
IEEE Access, 2019
Semi-Supervised Variational Generative Adversarial Networks for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Learning to Measure Change: Fully Convolutional Siamese Metric Networks for Scene Change Detection.
CoRR, 2018
A Self-Adapted Across Neighborhood Search Algorithm With Variable Reduction Strategy for Solving Non-Convex Static and Dynamic Economic Dispatch Problems.
IEEE Access, 2018
2017
On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition.
CoRR, 2017
CoRR, 2017
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data.
CoRR, 2017
What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework?
CoRR, 2017
Satellite observation scheduling with a novel adaptive simulated annealing algorithm and a dynamic task clustering strategy.
Comput. Ind. Eng., 2017
Appl. Soft Comput., 2017
Proceedings of the IEEE International Conference on Information and Automation, 2017
2016
IEEE Trans. Syst. Man Cybern. Syst., 2016
Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data.
Geo spatial Inf. Sci., 2016
CoRR, 2016
2014
Superior solution guided particle swarm optimization combined with local search techniques.
Expert Syst. Appl., 2014
Urban spatial-temporal activity structures: a New Approach to Inferring the Intra-urban Functional Regions via Social Media Check-In Data.
CoRR, 2014
An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy.
CoRR, 2014
2012
Geo-information processing service composition for concurrent tasks: A QoS-aware game theory approach.
Comput. Geosci., 2012
2011
Non-cooperative Game Based QoS-Aware Web Services Composition Approach for Concurrent Tasks.
Proceedings of the IEEE International Conference on Web Services, 2011