Xin Zhang
Orcid: 0000-0003-1583-6401Affiliations:
- South China University of Technology, School of Electronics and Information Engineering, Guangzhou, China
- Oklahoma State University, Stillwater, OK, USA (PhD 2011)
According to our database1,
Xin Zhang authored at least 102 papers
between 2006 and 2026.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2026
CoRR, May, 2026
Triplet longitudinal masked autoencoder for predicting individualized functional connectome development during infancy.
Medical Image Anal., 2026
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026
STU-Net: A Hybrid CNN-Transformer Architecture for Spherical Cortical Surface Registration.
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026
2025
NeuroImage, 2025
Whole slide cervical cancer classification via graph attention networks and contrastive learning.
Neurocomputing, 2025
Establishment of an intelligent analysis system for clinical image features of melanonychia based on deep learning image segmentation.
Comput. Medical Imaging Graph., 2025
Calibrated multi-view graph learning framework for infant cognitive abilities prediction.
Biomed. Signal Process. Control., 2025
Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025
Proceedings of the Machine Learning in Medical Imaging - 16th International Workshop, 2025
Streamline Signature Net (SSN): Efficient White Matter Pathway Recognition for Bundles Parcellation Using Path Signature.
Proceedings of the Computational Diffusion MRI - 16th International Workshop, 2025
Heterogeneous Masked Attention-Guided Path Convolution for Functional Brain Network Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025
D-SVG: Diffusion Based Slice-to-Volume Generation with Implicit Neural Representation for Fetal Brain MRI.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2025
Mamba-Based Residual Generative Adversarial Network for Functional Connectivity Harmonization During Infancy.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Ga-Shape: A Dual-Path Framework Guided by Gestational Age and Local Shape Descriptors for Fetal Brain MRI Segmentation.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
EMSSD: Two-Stage Model Enhancing Medical Image Segmentation Based on Stable Diffusion.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
SSS: Signature-Sequence-Statistical Model for Exploring the Impact of Prenatal Depression on Newborns' Brain Using FNIRS.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure.
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
Hand-Aware Masked Graph Convolutional Network for Skeleton-based Sign Language Recognition.
Proceedings of the 19th IEEE International Conference on Automatic Face and Gesture Recognition, 2025
2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
IEEE Trans. Artif. Intell., June, 2024
Comput. methods Biomech. Biomed. Eng. Imaging Vis., January, 2024
IEEE Trans. Multim., 2024
A joint brain extraction and image quality assessment framework for fetal brain MRI slices.
NeuroImage, 2024
CorticalEvolve: Age-Conditioned Ordinary Differential Equation Model for Cortical Surface Reconstruction.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
Attention-Based-Features-Fusion Emotion-Guided fNIRS Classification Network for Prenatal Depression Recognition.
Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024
Cortical Surface Reconstruction from 2D MRI with Segmentation-Constrained Super-Resolution and Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Two-Stage Implicit Representation Reconstruction with Iterative Registration and Double-Channel Encoder for Fetal MRI.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Adaptive Global Gesture Paths and Signature Features for Skeleton-based Gesture Recognition.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
2023
Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model.
CoRR, 2023
Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature Compressor.
CoRR, 2023
Proceedings of the 25th ACIS International Winter Conference on Software Engineering, 2023
Dual-Stream Model with Brain Metrics and Images for MRI-Based Fetal Brain Age Estimation.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Predicting Diverse Functional Connectivity from Structural Connectivity Based on Multi-contexts Discriminator GAN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Path-Based Heterogeneous Brain Transformer Network for Resting-State Functional Connectivity Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Prediction of Infant Cognitive Development with Cortical Surface-Based Multimodal Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
MNGLO-Net: A Cascade Network for Detecting Glomerulus and Classifying Pathological Types of Membranous Nephropathy.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Look and Think: Intrinsic Unification of Self-Attention and Convolution for Spatial-Channel Specificity.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Brain Connectivity Based Graph Convolutional Networks and Its Application to Infant Age Prediction.
IEEE Trans. Medical Imaging, 2022
Path Signature Neural Network of Cortical Features for Prediction of Infant Cognitive Scores.
IEEE Trans. Medical Imaging, 2022
Whole Slide Cervical Cancer Screening Using Graph Attention Network and Supervised Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Parallel Classification of Cells in Thinprep Cytology Test Image for Cervical Cancer Screening.
Proceedings of the Cancer Prevention Through Early Detection, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images.
IEEE Trans. Medical Imaging, 2021
Graph Convolutional Neural Network for Human Action Recognition: A Comprehensive Survey.
IEEE Trans. Artif. Intell., 2021
A Novel Unsupervised domain adaptation method for inertia-Trajectory translation of in-air handwriting.
Pattern Recognit., 2021
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation.
CoRR, 2021
Comput. Medical Imaging Graph., 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Automatic fetal brain extraction from 2D in utero fetal MRI slices using deep neural network.
Neurocomputing, 2020
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation.
CoRR, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Siamese Verification Framework for Autism Identification During Infancy Using Cortical Path Signature Features.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Multi-Branch Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age Prediction.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Two-Stage Adaptive Classification Cloud Workload Prediction Based on Neural Networks.
Int. J. Grid High Perform. Comput., 2019
Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting.
CoRR, 2019
Multi-heads Attention Graph Convolutional Networks for Skeleton-Based Action Recognition.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Multi-path Convolutional Neural Network based on Rectangular Kernel with Path Signature Features for Gesture Recognition.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Detectability and reproducibility of the olfactory fMRI signal under the influence of magnetic susceptibility artifacts in the primary olfactory cortex.
NeuroImage, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
IEEE Trans. Circuits Syst. Video Technol., 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the Brain Informatics - International Conference, 2017
2016
A Pointing Gesture Based Egocentric Interaction System: Dataset, Approach and Application.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Fingertip in the Eye: An Attention-Based Method for Real-Time Hand Tracking and Fingertip Detection in Egocentric Videos.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016
2015
Fingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos.
CoRR, 2015
Comput. Graph. Forum, 2015
DeepFinger: A Cascade Convolutional Neuron Network Approach to Finger Key Point Detection in Egocentric Vision with Mobile Camera.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Intrinsic Functional Component Analysis via Sparse Representation on Alzheimer's Disease Neuroimaging Initiative Database.
Brain Connect., 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
Two-layer dual gait generative models for human motion estimation from a single camera.
Image Vis. Comput., 2013
IEEE Multim., 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013
2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Real-time fingertip tracking and detection using Kinect depth sensor for a new writing-in-the air system.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012
2011
Automated target tracking and recognition using coupled view and identity manifolds for shape representation.
EURASIP J. Adv. Signal Process., 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
IEEE Trans. Syst. Man Cybern. Part B, 2010
A software pipeline for 3D animation generation using mocap data and commercial shape models.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010
2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
2008
Dual generative models for human motion estimation from an uncalibrated monocular camera.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006