Yongsheng Gao
Orcid: 0000-0002-5382-5351Affiliations:
- Griffith University, Nathan, QLD, Australia
- Nanyang Technological University, School of Computer Engineering, Singapore (PhD)
According to our database1,
Yongsheng Gao
authored at least 242 papers
between 2002 and 2025.
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Bibliography
2025
IEEE Trans. Neural Networks Learn. Syst., February, 2025
Propensity-driven Uncertainty Learning for Sample Exploration in Source-Free Active Domain Adaptation.
CoRR, January, 2025
Overcoming learning bias via Prototypical Feature Compensation for source-free domain adaptation.
Pattern Recognit., 2025
2024
IEEE Trans. Circuits Syst. Video Technol., November, 2024
Re-abstraction and perturbing support pair network for few-shot fine-grained image classification.
Pattern Recognit., April, 2024
Distinctive Phase Interdependency Model for Retinal Vasculature Delineation in OCT-Angiography Images.
IEEE Trans. Medical Imaging, March, 2024
Separated Fan-Beam Projection with Gaussian Convolution for Invariant and Robust Butterfly Image Retrieval.
Pattern Recognit., March, 2024
IEEE Trans. Image Process., 2024
CTMNet: Enhanced Open-Pit Mine Extraction and Change Detection With a Hybrid CNN-Transformer Multitask Network.
IEEE Trans. Geosci. Remote. Sens., 2024
Hy-Tracker: A Novel Framework for Enhancing Efficiency and Accuracy of Object Tracking in Hyperspectral Videos.
IEEE Trans. Geosci. Remote. Sens., 2024
Pseudo-set Frequency Refinement architecture for fine-grained few-shot class-incremental learning.
Pattern Recognit., 2024
CoRR, 2024
SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers.
CoRR, 2024
EIANet: A Novel Domain Adaptation Approach to Maximize Class Distinction with Neural Collapse Principles.
CoRR, 2024
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Multiscale Binary-Pattern Dependency: A Novel Co-Occurrence Texture Descriptor for Fine-Grained Leaf Image Retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
Coherentice: Invertible Concept-Based Explainability Framework for CNNs beyond Fidelity.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
LinCNNFormer: Hybrid Linear Vision Transformer Based on Convolution Neural Network and Linear Attention.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024
2023
IEEE Trans. Artif. Intell., December, 2023
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
Appl. Intell., June, 2023
Image Feature Information Extraction for Interest Point Detection: A Comprehensive Review.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023
IEEE Trans. Medical Imaging, March, 2023
IEEE Trans. Circuits Syst. Video Technol., February, 2023
Mix-ViT: Mixing attentive vision transformer for ultra-fine-grained visual categorization.
Pattern Recognit., 2023
Pattern Recognit., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
ECFRNet: Effective corner feature representations network for image corner detection.
Expert Syst. Appl., 2023
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification.
CoRR, 2023
SSFE-Net: Self-Supervised Feature Enhancement for Ultra-Fine-Grained Few-Shot Class Incremental Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
A Modulatory Elongated Model for Delineating Retinal Microvasculature in OCTA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023
CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Fan-Beam Binarization Difference Projection (FB-BDP): A Novel Local Object Descriptor for Fine-Grained Leaf Image Retrieval.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
SupCon-ViT: Supervised contrastive learning for ultra-fine-grained visual categorization.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
What EXACTLY are We Looking at?: Investigating for Discriminance in Ultra-Fine-Grained Visual Categorization Tasks.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Local R-Symmetry Co-Occurrence: Characterising Leaf Image Patterns for Identifying Cultivars.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Pattern Recognit., 2022
Pattern Recognit., 2022
Symmetric Binary Tree Based Co-occurrence Texture Pattern Mining for Fine-grained Plant Leaf Image Retrieval.
Pattern Recognit., 2022
Int. J. Comput. Vis., 2022
ASRSNet: Automatic Salient Region Selection Network for Few-Shot Fine-Grained Image Classification.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
Leaf Vocabulary: Fine-Grained Leaf Image Retrieval Using Bag-of-Visual-Words Representation.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Exploring Chromatic Aberration and Defocus Blur for Relative Depth Estimation From Monocular Hyperspectral Image.
IEEE Trans. Image Process., 2021
Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy.
IEEE Trans. Image Process., 2021
A unified weight learning and low-rank regression model for robust complex error modeling.
Pattern Recognit., 2021
MaskCOV: A random mask covariance network for ultra-fine-grained visual categorization.
Pattern Recognit., 2021
Composite description based on color vector quantization and visual primary features for CBIR tasks.
Multim. Tools Appl., 2021
CoRR, 2021
NDPNet: A novel non-linear data projection network for few-shot fine-grained image classification.
CoRR, 2021
Comput. Methods Programs Biomed., 2021
Comput. Methods Programs Biomed., 2021
Proceedings of the 36th International Conference on Image and Vision Computing New Zealand, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
A Compositional Feature Embedding and Similarity Metric for Ultra-Fine-Grained Visual Categorization.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual Categorization.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
IEEE Trans. Image Process., 2020
Inverse Coefficient of Variation Feature and Multilevel Fusion Technique for Hyperspectral and LiDAR Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Pattern Recognit., 2020
Pattern Recognit., 2020
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition.
CoRR, 2020
CoRR, 2020
Fast Corner Detection Using Approximate Form of Second-Order Gaussian Directional Derivative.
IEEE Access, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Gaussian Convolution Angles: Invariant Vein and Texture Descriptors for Butterfly Species Identification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Image Process., 2019
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
Pattern Recognit. Lett., 2019
Learning discriminative subregions and pattern orders for facial gender classification.
Image Vis. Comput., 2019
From Species to Cultivar: Soybean Cultivar Recognition using Multiscale Sliding Chord Matching of Leaf Images.
CoRR, 2019
Multiscale Contour Steered Region Integral and Its Application for Cultivar Classification.
IEEE Access, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019
Kernel Mean P Power Error Loss for Robust Two-Dimensional Singular Value Decomposition.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
Fusion of Hyperspectral and LiDAR Data Using Discriminant Correlation Analysis for Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Robust Facial Landmark Localization Based on Texture and Pose Correlated Initialization.
CoRR, 2018
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Data Augmentation Using Synthetic Lesions Improves Machine Learning Detection of Microbleeds from MRI.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
Face Recognition with Multi-channel Local Mesh High-order Pattern Descriptor and Convolutional Neural Network.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
A Novel Multi-scale Invariant Descriptor Based on Contour and Texture for Shape Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018
2017
Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition.
IEEE Trans. Hum. Mach. Syst., 2017
On the Sampling Strategy for Evaluation of Spectral-Spatial Methods in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Region-Based Structure Preserving Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Exploring Structural Consistency in Graph Regularized Joint Spectral-Spatial Sparse Coding for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Sparse 3D directional vertices vs continuous 3D curves: Efficient 3D surface matching and its application for single model face recognition.
Pattern Recognit., 2017
Low-rank double dictionary learning from corrupted data for robust image classification.
Pattern Recognit., 2017
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation.
CoRR, 2017
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017
Robust Facial Landmark Localization Using LBP Histogram Correlation Based Initialization.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
A Method to Create Stable Lighting and Remove Specular Reflections for Vision Systems.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
2016
Structure Integral Transform Versus Radon Transform: A 2D Mathematical Tool for Invariant Shape Recognition.
IEEE Trans. Image Process., 2016
Nonnegative-Matrix-Factorization-Based Hyperspectral Unmixing With Partially Known Endmembers.
IEEE Trans. Geosci. Remote. Sens., 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Multiscale Crossing Representation Using Combined Feature of Contour and Venation for Leaf Image Identification.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
2015
Pattern Recognit., 2015
Inf. Sci., 2015
On the sampling strategies for evaluation of joint spectral-spatial information based classifiers.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015
Multi-scale bisector integrals: An invariant descriptor for accurate shape retrieval.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
2014
Hierarchical String Cuts: A Translation, Rotation, Scale, and Mirror Invariant Descriptor for Fast Shape Retrieval.
IEEE Trans. Image Process., 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
2013
Proceedings of the Intelligence Science and Big Data Engineering, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
A Unified Framework for Strengthening Topological Node Features and Its Application to Subgraph Isomorphism Detection.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
Learning Discriminative Local Patterns with Unrestricted Structure for Face Recognition.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
2012
Heterogeneous Specular and Diffuse 3-D Surface Approximation for Face Recognition Across Pose.
IEEE Trans. Inf. Forensics Secur., 2012
Spectral Regression dimension reduction for multiple features facial image retrieval.
Int. J. Biom., 2012
Recognition of driving postures by multiwavelet transform and multilayer perceptron classifier.
Eng. Appl. Artif. Intell., 2012
Topological features and iterative node elimination for speeding up subgraph isomorphism detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012
Proceedings of the Computer Vision, 2012
2011
Kernel Similarity Modeling of Texture Pattern Flow for Motion Detection in Complex Background.
IEEE Trans. Circuits Syst. Video Technol., 2011
IEICE Trans. Inf. Syst., 2011
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
2010
General Retinal Vessel Segmentation Using Regularization-Based Multiconcavity Modeling.
IEEE Trans. Medical Imaging, 2010
Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor.
IEEE Trans. Image Process., 2010
Performance Evaluation of Micropattern Representation on Gabor Features for Face Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Primitive-based 3D structure inference from a single 2D image for insect modeling: Towards an electronic field guide for insect identification.
Proceedings of the 11th International Conference on Control, 2010
Proceedings of the 11th International Conference on Control, 2010
Proceedings of the 11th International Conference on Control, 2010
Recognizing Partially Occluded Faces from a Single Sample Per Class Using String-Based Matching.
Proceedings of the Computer Vision, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
2009
Gabor feature constrained statistical model for efficient landmark localization and face recognition.
Pattern Recognit. Lett., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the DICTA 2009, 2009
Textural Hausdorff Distance for wider-range tolerance to pose variation and misalignment in 2D face recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Recognizing Rotated Faces From Frontal and Side Views: An Approach Toward Effective Use of Mugshot Databases.
IEEE Trans. Inf. Forensics Secur., 2008
Face recognition using adaptively weighted patch PZM array from a single exemplar image per person.
Pattern Recognit., 2008
A comparative evaluation of Average Face on holistic and local face recognition approaches.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Establishing point correspondence using multidirectional binary pattern for face recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
2007
Proceedings of the Advances in Biometrics, International Conference, 2007
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007
2006
Pattern Recognit., 2006
Robust Face Recognition by Hierarchical Kernel Associative Memory Models Based on Spatial Domain Gabor Transforms.
J. Multim., 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Line-Based Affine Invariant Object Location Using Transformation Space Decomposition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Pattern Recognit., 2005
Multilevel Quadratic Variation Minimization for 3D Face Modeling and Virtual View Synthesis.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004
2003
IEEE Trans. Syst. Man Cybern. Part A, 2003
Pattern Recognit., 2003
IEEE Pervasive Comput., 2003
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003
2002
Int. J. Pattern Recognit. Artif. Intell., 2002
Multi-View Combined Visual Similarity Retrieval For Face Database.
Proceedings of the Visual and Multimedia Information Management, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002