Jianguo Zhang

CoRR, 2023

Cross Contrastive Feature Perturbation for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

DNAGPT: A Generalized Pretrained Tool for Multiple DNA Sequence Analysis Tasks.

[BibT_eX]

[DOI]

CoRR, 2023

Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Bootstrap The Original Latent: Learning a Private Model from a Black-box Model.

[BibT_eX]

[DOI]

CoRR, 2023

Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2023

Cross Contrasting Feature Perturbation for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Feature Alignment and Uniformity for Test Time Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Special Section Guest Editorial.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., 2022

Detect Faces Efficiently: A Survey and Evaluations.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., 2022

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

[BibT_eX]

[DOI]

Juan Eugenio Iglesias

Benedikt Wiestler

Bjoern H. Menze

CoRR, 2022

Partial Least Square Regression via Three-Factor SVD-Type Manifold Optimization for EEG Decoding.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Density-driven Regularization for Out-of-distribution Detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Qingqiao Hu

Hongwei Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Continual Representation Learning via Auto-Weighted Latent Embeddings on Person ReID.

[BibT_eX]

[DOI]

Tianjun Huang

Weiwei Qu

Muhammad Febrian Rachmadi

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Imbalance-Aware Self-supervised Learning for 3D Radiomic Representations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Maria del C. Valdés Hernández

Comput. Medical Imaging Graph., 2020

Counterfeit Anomaly Using Generative Adversarial Network for Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deep Multi-path Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Siyuan Li

Qingsha S. Cheng

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Deep kNN for Medical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation.

[BibT_eX]

[DOI]

Hongwei Li

Bjoern H. Menze

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

TEA: Temporal Excitation and Aggregation for Action Recognition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Mixed Supervised Object Detection with Robust Objectness Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Early Action Prediction by Soft Regression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

DiamondGAN: Unified Multi-modal Generative Adversarial Networks for MRI Sequences Synthesis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Global-Local Temporal Saliency Action Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

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

[BibT_eX]

[DOI]

NeuroImage, 2018

Multimodal Egocentric Analysis of Focused Interactions.

[BibT_eX]

[DOI]

IEEE Access, 2018

Multi-scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Deep Bilinear Learning for RGB-D Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Discriminative Learning of Latent Features for Zero-Shot Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Jointly Learning Heterogeneous Features for RGB-D Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography.

[BibT_eX]

[DOI]

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Multi-task Fully Convolutional Network for Brain Tumour Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Efficient symmetry-driven fully convolutional network for multimodal brain tumor segmentation.

[BibT_eX]

[DOI]

Haocheng Shen

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Fully connected CRF with data-driven prior for multi-class brain tumor segmentation.

[BibT_eX]

[DOI]

Haocheng Shen

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video.

[BibT_eX]

[DOI]

Sophia Bano

Stephen J. McKenna

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

A Multi-Task Deep Network for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Cross-Scenario Transfer Person Reidentification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

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

[BibT_eX]

[DOI]

Pattern Recognit., 2016

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

[BibT_eX]

[DOI]

Hongwei Li

CoRR, 2016

Local structure prediction for gland segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

HEp-2 specimen classification via deep CNNs and pattern histogram.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Learning Person-Person Interaction in Collective Activity Recognition.

[BibT_eX]

[DOI]

Xiaobin Chang

IEEE Trans. Image Process., 2015

Efficient Video Stitching Based on Fast Structure Deformation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

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

[BibT_eX]

[DOI]

Micromachines, 2015

Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Multiple Instance Cancer Detection by Boosting Regularised Trees.

[BibT_eX]

[DOI]

Wenqi Li

Stephen J. McKenna

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Data Separation of L1-minimization for Real-time Motion Detection.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2015, 2015

HEp-2 cells staining patterns classification via wavelet scattering network and random forest.

[BibT_eX]

[DOI]

Bran Hongwei Li

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014

Using a Discrete Hidden Markov Model Kernel for lip-based biometric identification.

[BibT_eX]

[DOI]

Image Vis. Comput., 2014

Gait Based Gender Recognition Using Sparse Spatio Temporal Features.

[BibT_eX]

[DOI]

Matthew Collins

Paul Miller

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction.

[BibT_eX]

Proceedings of the Medical Image Understanding and Analysis, 2014

HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Haocheng Shen

Hui Zhang

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

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

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Angle consistency for registration between catadioptric omni-images and orthorectified aerial images.

[BibT_eX]

[DOI]

IET Image Process., 2013

Gender classification via lips: static and dynamic features.

[BibT_eX]

[DOI]

IET Biom., 2013

Learning from Partially Annotated OPT Images by Contextual Relevance Ranking.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Classification of colorectal polyp regions in optical projection tomography.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

Human action segmentation and recognition via motion and shape analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Relevance feedback for real-world human action retrieval.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

2011

Fusion of Motion and Appearance for Robust People Detection in Cluttered Scenes.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Video Event Analysis and Understanding, 2011

Bimodal biometric verification based on face and lips.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Modeling and representing events in multimedia.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Huiyu Zhou

Paul Miller

Proceedings of the British Machine Vision Conference, 2011

2010

Action categorization with modified hidden conditional random field.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Action categorization by structural probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2010

Feature selection for pose invariant lip biometrics.

[BibT_eX]

[DOI]

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

AN investigation into features for multi-view lipreading.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Inter-frame contextual modelling for visual speech recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Intelligent Sensor Information System For Public Transport - To Safely Go...

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

Hidden Conditional Random Fields for Visual Speech Recognition.

[BibT_eX]

[DOI]

Christopher K. I. Williams

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.

[BibT_eX]

[DOI]

Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

Full body image feature representations for gender profiling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2007

2006

Dataset Issues in Object Recognition.

[BibT_eX]

[DOI]

Andrew Zisserman

Proceedings of the Toward Category-Level Object Recognition, 2006

2005

The 2005 PASCAL Visual Object Classes Challenge.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning Challenges, 2005

2003

Affine invariant classification and retrieval of texture images.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

2002

Brief review of invariant texture analysis methods.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

Invariant Texture Segmentation Via Circular Gabor Filters.

[BibT_eX]

[DOI]

Li Ma

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Affine invariant texture signatures.

[BibT_eX]

[DOI]