Jianguo Zhang

Affiliations:
  • Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China
  • University of Dundee, Computing, School of Science and Engineering, UK (former)
  • Queen's University Belfast, School of Electronics, Electrical Engineering and Computer Science, UK (former)
  • INRIA, Rhone-Alpes, France (former)
  • Chinese Academy of Sciences, National Laboratory of Pattern Recognition (NLPR), Beijing, China (former)


According to our database1, Jianguo Zhang authored at least 101 papers between 2001 and 2024.

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Bibliography

2024
Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation.
Pattern Recognit., January, 2024

2023
Class attention to regions of lesion for imbalanced medical image recognition.
Neurocomputing, October, 2023

Robust Face Alignment via Inherent Relation Learning and Uncertainty Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency.
IEEE Trans. Medical Imaging, March, 2023

Egocentric Action Recognition by Automatic Relation Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition.
CoRR, 2023

Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Special Section Guest Editorial.
IEEE Trans. Biom. Behav. Identity Sci., 2022

Detect Faces Efficiently: A Survey and Evaluations.
IEEE Trans. Biom. Behav. Identity Sci., 2022

A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images.
CoRR, 2022

Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding.
CoRR, 2022

Density-driven Regularization for Out-of-distribution Detection.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations.
CoRR, 2021

Continual Representation Learning via Auto-Weighted Latent Embeddings on Person ReID.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Imbalance-Aware Self-supervised Learning for 3D Radiomic Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Unpaired MR Image Homogenisation by Disentangled Representations and Its Uncertainty.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction From Raw Point Clouds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
e-UDA: Efficient Unsupervised Domain Adaptation for Cross-Site Medical Image Segmentation.
CoRR, 2020

Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images.
Comput. Medical Imaging Graph., 2020

Counterfeit Anomaly Using Generative Adversarial Network for Anomaly Detection.
IEEE Access, 2020

Deep Multi-path Low-Light Image Enhancement.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Deep kNN for Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

TEA: Temporal Excitation and Aggregation for Action Recognition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging, 2019

Mixed Supervised Object Detection with Robust Objectness Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Early Action Prediction by Soft Regression.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

DiamondGAN: Unified Multi-modal Generative Adversarial Networks for MRI Sequences Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-sequence Cardiac MR Images Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Progressive Teacher-Student Learning for Early Action Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features.
IEEE Trans. Medical Imaging, 2018

Global-Local Temporal Saliency Action Prediction.
IEEE Trans. Image Process., 2018

Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images.
NeuroImage, 2018

Multimodal Egocentric Analysis of Focused Interactions.
IEEE Access, 2018

Multi-scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Deep Bilinear Learning for RGB-D Action Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Discriminative Learning of Latent Features for Zero-Shot Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Jointly Learning Heterogeneous Features for RGB-D Activity Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Multi-task Fully Convolutional Network for Brain Tumour Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Efficient symmetry-driven fully convolutional network for multimodal brain tumor segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Fully connected CRF with data-driven prior for multi-class brain tumor segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

A Multi-Task Deep Network for Person Re-Identification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Cross-Scenario Transfer Person Reidentification.
IEEE Trans. Circuits Syst. Video Technol., 2016

An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens.
Pattern Recognit., 2016

Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis.
CoRR, 2016

Local structure prediction for gland segmentation.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

HEp-2 specimen classification via deep CNNs and pattern histogram.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Learning Person-Person Interaction in Collective Activity Recognition.
IEEE Trans. Image Process., 2015

Efficient Video Stitching Based on Fast Structure Deformation.
IEEE Trans. Cybern., 2015

Investigation of Micro Square Structure Fabrication by Applying Textured Cutting Tool in WEDM.
Micromachines, 2015

Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps.
Medical Image Anal., 2015

Multiple Instance Cancer Detection by Boosting Regularised Trees.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Data Separation of L1-minimization for Real-time Motion Detection.
Proceedings of the British Machine Vision Conference 2015, 2015

HEp-2 cells staining patterns classification via wavelet scattering network and random forest.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Using a Discrete Hidden Markov Model Kernel for lip-based biometric identification.
Image Vis. Comput., 2014

Gait Based Gender Recognition Using Sparse Spatio Temporal Features.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction.
Proceedings of the Medical Image Understanding and Analysis, 2014

HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.
Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs.
Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

Human Action Recognition by Random Features and Hand-Crafted Features: A Comparative Study.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
"Pattern Recognition" special issue: Sparse representation for event recognition in video surveillance.
Pattern Recognit., 2013

Angle consistency for registration between catadioptric omni-images and orthorectified aerial images.
IET Image Process., 2013

Gender classification via lips: static and dynamic features.
IET Biom., 2013

Learning from Partially Annotated OPT Images by Contextual Relevance Ranking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Classification of colorectal polyp regions in optical projection tomography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Height estimation of urban buildings using angle consistency of borderlines of roofs.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012
Human action segmentation and recognition via motion and shape analysis.
Pattern Recognit. Lett., 2012

Relevance feedback for real-world human action retrieval.
Pattern Recognit. Lett., 2012

2011
Fusion of Motion and Appearance for Robust People Detection in Cluttered Scenes.
Proceedings of the Intelligent Video Event Analysis and Understanding, 2011

Bimodal biometric verification based on face and lips.
Neurocomputing, 2011

Modeling and representing events in multimedia.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Age classification using Radon transform and entropy based scaling SVM.
Proceedings of the British Machine Vision Conference, 2011

2010
Action categorization with modified hidden conditional random field.
Pattern Recognit., 2010

Action categorization by structural probabilistic latent semantic analysis.
Comput. Vis. Image Underst., 2010

Feature selection for pose invariant lip biometrics.
Proceedings of the INTERSPEECH 2010, 2010

AN investigation into features for multi-view lipreading.
Proceedings of the International Conference on Image Processing, 2010

Inter-frame contextual modelling for visual speech recognition.
Proceedings of the International Conference on Image Processing, 2010

Intelligent Sensor Information System For Public Transport - To Safely Go...
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
People detection in low-resolution video with non-stationary background.
Image Vis. Comput., 2009

Hidden Conditional Random Fields for Visual Speech Recognition.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

Poisson Kalman Particle Filtering for Tracking Centrosomes in Low-Light 3-D Confocal Image Sequences.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

Full body image feature representations for gender profiling.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2007
Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study.
Int. J. Comput. Vis., 2007

2006

2005

2003
Affine invariant classification and retrieval of texture images.
Pattern Recognit., 2003

2002
Brief review of invariant texture analysis methods.
Pattern Recognit., 2002

Invariant Texture Segmentation Via Circular Gabor Filters.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Affine invariant texture signatures.
Proceedings of the 2001 International Conference on Image Processing, 2001


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