Shaoyi Du

Orcid: 0000-0002-7092-0596

According to our database1, Shaoyi Du authored at least 179 papers between 2006 and 2025.

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

Timeline

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Bibliography

2025
Hierarchical containment control with cluster consensus for multiagent systems under directional three-layer topology.
Inf. Sci., 2025

2024
Correction: Omni-dimensional dynamic convolution feature coordinate attention network for pneumonia classification.
Vis. Comput. Ind. Biomed. Art, December, 2024

Omni-dimensional dynamic convolution feature coordinate attention network for pneumonia classification.
Vis. Comput. Ind. Biomed. Art, December, 2024

GUESS: GradUally Enriching SyntheSis for Text-Driven Human Motion Generation.
IEEE Trans. Vis. Comput. Graph., December, 2024

Enhancing human behavior recognition with spatiotemporal graph convolutional neural networks and skeleton sequences.
EURASIP J. Adv. Signal Process., December, 2024

OTCLDA: Optimal Transport and Contrastive Learning for Domain Adaptive Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst., October, 2024

Hypergraph-Based Multi-View Action Recognition Using Event Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Learning Heterogeneous Spatial-Temporal Context for Skeleton-Based Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Generative Variational-Contrastive Learning for Self-Supervised Point Cloud Representation.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.
IEEE Trans. Cybern., July, 2024

DAGCN: Dynamic and Adaptive Graph Convolutional Network for Salient Object Detection.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction.
IEEE Trans. Image Process., 2024

Learning Discriminative Features for Crowd Counting.
IEEE Trans. Image Process., 2024

Cin-Seg: Causal Invariance for Tag-Supervised Segmentation on Medical Images.
IEEE Trans. Instrum. Meas., 2024

Self-adaptive subspace representation from a geometric intuition.
Pattern Recognit., 2024

RCI-Seg: Robust click-based interactive segmentation framework with deep reinforcement learning for biomedical images.
Neurocomputing, 2024

Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation.
CoRR, 2024

PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud Registration.
CoRR, 2024

Learning a Category-level Object Pose Estimator without Pose Annotations.
CoRR, 2024

Semantic Flow: Learning Semantic Field of Dynamic Scenes from Monocular Videos.
CoRR, 2024

ModaLink: Unifying Modalities for Efficient Image-to-PointCloud Place Recognition.
CoRR, 2024

Advancing cardiac diagnostics: Exceptional accuracy in abnormal ECG signal classification with cascading deep learning and explainability analysis.
Appl. Soft Comput., 2024

Multi-grained Correspondence Learning of Audio-language Models for Few-shot Audio Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Inter-intra High-Order Brain Network for ASD Diagnosis via Functional MRIs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Full-Dimensional Optimizable Network: A Channel, Frame and Joint-Specific Network Modeling for Skeleton-Based Action Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2024

Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

3D Feature Tracking via Event Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PHFormer: Multi-Fragment Assembly Using Proxy-Level Hybrid Transformer.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Heart Image Segmentation Method Based on Position Attention Mechanism and Inverted Pyramid.
Sensors, December, 2023

Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe Outliers.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Action Recognition and Benchmark Using Event Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Enhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale representation.
EURASIP J. Adv. Signal Process., December, 2023

An Uncertainty-Aware and Sex-Prior Guided Biological Age Estimation From Orthopantomogram Images.
IEEE J. Biomed. Health Informatics, October, 2023

Glimpse and focus: Global and local-scale graph convolution network for skeleton-based action recognition.
Neural Networks, October, 2023

Detach and unite: A simple meta-transfer for few-shot learning.
Knowl. Based Syst., October, 2023

A Salient Object Detection Method Based on Boundary Enhancement.
Sensors, August, 2023

Curriculum classification network based on margin balancing multi-loss and ensemble learning.
Future Gener. Comput. Syst., August, 2023

An Interactive Image Segmentation Method Based on Multi-Level Semantic Fusion.
Sensors, July, 2023

PGF-BIQA: Blind image quality assessment via probability multi-grained cascade forest.
Comput. Vis. Image Underst., July, 2023

Coarse-to-fine feature representation based on deformable partition attention for melanoma identification.
Pattern Recognit., April, 2023

Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

Efficient Spatio-Temporal Contrastive Learning for Skeleton-Based 3-D Action Recognition.
IEEE Trans. Multim., 2023

Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map.
IEEE Trans. Image Process., 2023

STORM: Structure-Based Overlap Matching for Partial Point Cloud Registration.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Kinematics Model Estimation of 4W Skid-Steering Mobile Robots Using Visual Terrain Classification.
J. Robotics, 2023

Return of Small-Scale Crowd Counting via Fast and Accurate Semi-Supervised Least Squares Model.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Video Self-Supervised Cross-Pathway Training Based on Slow and Fast Pathways.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Multi-grained Representation Learning for Cross-modal Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

CMFG: Cross-Model Fine-Grained Feature Interaction for Text-Video Retrieval.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Interpretable Driver Fatigue Estimation Based on Hierarchical Symptom Representations.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

HD2Reg: Hierarchical Descriptors and Detectors for Point Cloud Registration.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Domain Adaptative Driving Behavior Recognition Through Skeleton-Guided Domain Adversarial Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

CenterDA: Center-Aware Unsupervised Domain Adaptation Regularized by Class Diversity for Distracted Driver Recognition.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Structure Consistent Unsupervised Domain Adaptation for Driver Behavior Recognition.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

PointHGSA: Efficient Point Cloud Understanding with Hypergraph-Based Self-Attention Network.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

GSA-Gaze: Generative Self-adversarial Learning for Domain Generalized Driver Gaze Estimation.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Color-Difference Correntropy Guided Convolution Network for Point Cloud Semantic Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2023

HybridPoint: Point Cloud Registration Based on Hybrid Point Sampling and Matching.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Two-Stream (2+1)D CNN Based on Frame Difference Attention for Driver Behavior Recognition.
Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

Decompose More and Aggregate Better: Two Closer Looks at Frequency Representation Learning for Human Motion Prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
RGB-D Point Cloud Registration Based on Salient Object Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

Rotation-Invariant Point Cloud Representation for 3-D Model Recognition.
IEEE Trans. Cybern., 2022

Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression.
IEEE Trans. Cybern., 2022

Hypergraph Learning: Methods and Practices.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Region-aware network: Model human's Top-Down visual perception mechanism for crowd counting.
Neural Networks, 2022

A robust registration algorithm based on salient object detection.
Multim. Tools Appl., 2022

Action recognition based on RGB and skeleton data sets: A survey.
Neurocomputing, 2022

Adaptive weighted robust iterative closest point.
Neurocomputing, 2022

Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

TCVM: Temporal Contrasting Video Montage Framework for Self-supervised Video Representation Learning.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Few-Shot Learning for Palmprint Recognition via Meta-Siamese Network.
IEEE Trans. Instrum. Meas., 2021

Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE Loss.
IEEE Trans. Cybern., 2021

Correntropy-Based Multiview Subspace Clustering.
IEEE Trans. Cybern., 2021

Robust High-Order Manifold Constrained Low Rank Representation for Subspace Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2021

Robust registration algorithm based on rational quadratic kernel for point sets with outliers and noise.
Multim. Tools Appl., 2021

Interactive prostate MR image segmentation based on ConvLSTMs and GGNN.
Neurocomputing, 2021

A generic FPGA-based hardware architecture for recursive least mean p-power extreme learning machine.
Neurocomputing, 2021

Precise Point Set Registration Based on Feature Fusion.
Comput. J., 2021

DWG-Reg: Deep Weight Global Registration.
Proceedings of the International Joint Conference on Neural Networks, 2021

TAG-Reg: Iterative Accurate Global Registration Algorithm.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
Hierarchical U-Shape Attention Network for Salient Object Detection.
IEEE Trans. Image Process., 2020

Predicting COVID-19 in China Using Hybrid AI Model.
IEEE Trans. Cybern., 2020

Robust rigid registration algorithm based on pointwise correspondence and correntropy.
Pattern Recognit. Lett., 2020

Robust and precise isotropic scaling registration algorithm using bi-directional distance and correntropy.
Pattern Recognit. Lett., 2020

A review of object detection based on deep learning.
Multim. Tools Appl., 2020

Adaptive weighted motion averaging with low-rank sparse for robust multi-view registration.
Neurocomputing, 2020

Enhanced image no-reference quality assessment based on colour space distribution.
IET Image Process., 2020

Individual retrieval based on oral cavity point cloud data and correntropy-based registration algorithm.
IET Image Process., 2020

A Method for Wafer Defect Detection Using Spatial Feature Points Guided Affine Iterative Closest Point Algorithm.
IEEE Access, 2020

Color Point Cloud Registration Based on Supervoxel Correspondence.
IEEE Access, 2020

Robust Rigid Registration Algorithm Based on Correntropy and Bi-Directional Distance.
IEEE Access, 2020

Deformation and Refined Features Based Lesion Detection on Chest X-Ray.
IEEE Access, 2020

Robust Point Set Registration Based on Semantic Information.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Pamls Alignment Based On Two-Stage Convolutional Network with a Large in-Plane Rotation.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Contrastive Self-Supervised Learning for Skeleton Action Recognition.
Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

Robust RGB-D Data Registration Based on Correntropy and Bi-directional Distance.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

3-D Oral Shape Retrieval Using Registration Algorithm.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

CoBigICP: Robust and Precise Point Set Registration using Correntropy Metrics and Bidirectional Correspondence.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

CF-LSTM: Cascaded Feature-Based Long Short-Term Networks for Predicting Pedestrian Trajectory.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion.
IEEE Signal Process. Lett., 2019

Generative adversarial dehaze mapping nets.
Pattern Recognit. Lett., 2019

Correntropy based scale ICP algorithm for robust point set registration.
Pattern Recognit., 2019

RGB-D point cloud registration via infrared and color camera.
Multim. Tools Appl., 2019

Precise iterative closest point algorithm with corner point constraint for isotropic scaling registration.
Multim. Syst., 2019

A correntropy-based affine iterative closest point algorithm for robust point set registration.
IEEE CAA J. Autom. Sinica, 2019

Robust template matching with angle location using dynamic feature pairs updating.
Appl. Soft Comput., 2019

An Accurate and Robust Gaze Estimation Method Based on Maximum Correntropy Criterion.
IEEE Access, 2019

Intrinsic Metric Learning With Subspace Representation.
IEEE Access, 2019

A Multi-model Ensemble Method Using CNN and Maximum Correntropy Criterion for Basal Cell Carcinoma and Seborrheic Keratoses Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Beyond Pairwise Matching: Person Reidentification via High-Order Relevance Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Correntropy Based Divided Difference Filtering for the Positioning of Ships.
Sensors, 2018

Nonlinear Semi-Supervised Metric Learning Via Multiple Kernels and Local Topology.
Int. J. Neural Syst., 2018

Sparse Recursive Least Mean p-Power Extreme Learning Machine for Regression.
IEEE Access, 2018

Building Correspondence Based on Matching Triangles for Partial Registration.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Precise Point Set Registration with Color Assisted and Correntropy for 3D Reconstruction.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Precise Point Set Registration Using Point-to-Plane Distance and Correntropy for LiDAR Based Localization.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Accurate Localization in Underground Garages via Cylinder Feature based Map Matching.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Accurate Mix-Norm-Based Scan Matching.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

The Application of Economic Analysis in the Field of Military and National Defense Legislation.
Proceedings of the 2nd International Conference on E-Education, 2018

2017
Robust non-rigid point set registration via building tree dynamically.
Multim. Tools Appl., 2017

Precise glasses detection algorithm for face with in-plane rotation.
Multim. Syst., 2017

A vision-centered multi-sensor fusing approach to self-localization and obstacle perception for robotic cars.
Frontiers Inf. Technol. Electron. Eng., 2017

Improvement of affine iterative closest point algorithm for partial registration.
IET Comput. Vis., 2017

An Effective Approach for Point Clouds Registration Based on the Hard and Soft Assignments.
CoRR, 2017

Robust 2D point set matching with Kernel mean P-power error loss.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Robust affine registration based on corner point guided ICP algorithm.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Precise isotropic scaling iterative closest point algorithm based on corner points for shape registration.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

An Iterative Feature-Pair Updating Framework for Rigid Template Matching with Outliers.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Accurate Joint Template Matching Based on Tree Propagating.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016
Robust 3D Point Set Registration Using Iterative Closest Point Algorithm with Bounded Rotation Angle.
Signal Process., 2016

Merging grid maps of different resolutions by scaling registration.
Robotica, 2016

New iterative closest point algorithm for isotropic scaling registration of point sets with noise.
J. Vis. Commun. Image Represent., 2016

Robust iterative closest point algorithm with bounded rotation angle for 2D registration.
Neurocomputing, 2016

Robust isotropic scaling ICP algorithm with bidirectional distance and bounded rotation angle.
Neurocomputing, 2016

Precise 2D point set registration using iterative closest algorithm and correntropy.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Robust affine iterative closest point algorithm based on correntropy for 2D point set registration.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Robust image registration with rotation, scale and translation using Best-Buddies Pairs.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Accurate Modified Normal Based ICP for 3D Mapping.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

An Improvement of Affine Iterative Closest Point Algorithm for Partial Registration.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

Novel Robust Audio Watermarking Scheme against Synchronization Attacks.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

A Modified Non-rigid ICP Algorithm for Registration of Chromosome Images.
Proceedings of the Intelligent Computing Theories and Application, 2016

Robust scale iterative closest point algorithm based on correntropy for point set registration.
Proceedings of the Australian Control Conference, AuCC 2016, Newcastle, 2016

2015
Building dynamic population graph for accurate correspondence detection.
Medical Image Anal., 2015

Probability iterative closest point algorithm for m-D point set registration with noise.
Neurocomputing, 2015

Accurate non-rigid registration based on heuristic tree for registering point sets with large deformation.
Neurocomputing, 2015

Accurate non-rigid registration of point set with large deformation via heuristic tree.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014
Robust registration of partially overlapping point sets via genetic algorithm with growth operator.
IET Image Process., 2014

Probability iterative closest point algorithm for position estimation.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Real-time global localization of intelligent road vehicles in lane-level via lane marking detection and shape registration.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013
Merging Grid Maps via Point Set Registration.
Int. J. Robotics Autom., 2013

2011
Expression transfer for facial sketch animation.
Signal Process., 2011

Fast and robust isotropic scaling iterative closest point algorithm.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Affine iterative closest point algorithm for point set registration.
Pattern Recognit. Lett., 2010

Scaling iterative closest point algorithm for registration of m-D point sets.
J. Vis. Commun. Image Represent., 2010

Eye synthesis using the eye curve model.
Image Vis. Comput., 2010

2009
A Scale Stretch Method Based on ICP for 3D Data Registration.
IEEE Trans Autom. Sci. Eng., 2009

Lie Group Framework of Iterative Closest Point Algorithm for n-d Data Registration.
Int. J. Pattern Recognit. Artif. Intell., 2009

Facial Expression Synthesis Based on Facial Component Model.
Int. J. Pattern Recognit. Artif. Intell., 2009

Example-based performance driven facial shape animation.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008
Shading Extraction and Correction for Scanned Book Images.
IEEE Signal Process. Lett., 2008

Affine Registration of Point Sets Using ICP and ICA.
IEEE Signal Process. Lett., 2008

Solution for supervised graph embedding: A case study.
Signal Process., 2008

Analysis of Solution for Supervised Graph Embedding.
Int. J. Pattern Recognit. Artif. Intell., 2008

50 Years of Image Processing and Pattern Recognition in China.
IEEE Intell. Syst., 2008

Illumination transition image: Parameter-based illumination estimation and re-rendering.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Neighborhood discriminant projection for face recognition.
Pattern Recognit. Lett., 2007

Automatic ROI Selection for JPEG2000 Compression of Remote Sensing Images.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Eye Synthesis Using the Eye Curve Model.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

ICP with Bounded Scale for Registration of M-D Point Sets.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Object Recognition by Learning Informative, Biologically Inspired Visual Features.
Proceedings of the International Conference on Image Processing, 2007

AN Extension of the ICP Algorithm Considering Scale Factor.
Proceedings of the International Conference on Image Processing, 2007

General Solution for Supervised Graph Embedding.
Proceedings of the Machine Learning: ECML 2007, 2007

2006
Rotated Haar-Like Features for Face Detection with In-Plane Rotation.
Proceedings of the Interactive Technologies and Sociotechnical Systems, 2006


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