Jianguo Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 62

Top Venues

CoRR

IEEE Trans. Pattern Anal. Mach. Intell.

ISBI

CVPR

Publications

Jingkun Chen, Changrui Chen, Wenjian Huang, Jianguo Zhang, Kurt Debattista, Jungong Han
Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation. Pattern Recognit. 145 (2024)
Jingkun Chen, Jianguo Zhang, Kurt Debattista, Jungong Han
Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency. IEEE Trans. Medical Imaging 42 (3) (2023)
Jiaxin Zhuang, Jiabin Cai, Jianguo Zhang, Weishi Zheng, Ruixuan Wang
Class attention to regions of lesion for imbalanced medical image recognition. Neurocomputing 555 (2023)
Jia-Xin Zhuang, Jiabin Cai, Jianguo Zhang, Wei-Shi Zheng, Ruixuan Wang
Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition. CoRR (2023)
Jiahao Xia, Min Xu, Haimin Zhang, Jianguo Zhang, Wenjian Huang, Hu Cao, Shiping Wen
Robust Face Alignment via Inherent Relation Learning and Uncertainty Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Haoxin Li, Wei-Shi Zheng, Jianguo Zhang, Haifeng Hu, Jiwen Lu, Jian-Huang Lai
Egocentric Action Recognition by Automatic Relation Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Haoquan Li, Laoming Zhang, Daoan Zhang, Lang Fu, Peng Yang, Jianguo Zhang
TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot Learning. ECCV (20) (2022)
Maria De Marsico, Julian Fiérrez, Arun Ross, Shiqi Yu, P. C. Yuen, Jianguo Zhang
Special Section Guest Editorial. IEEE Trans. Biom. Behav. Identity Sci. 4 (4) (2022)
Wenjian Huang, Hao Wang, Jiahao Xia, Chengyan Wang, Jianguo Zhang
Density-driven Regularization for Out-of-distribution Detection. NeurIPS (2022)
Hongwei Bran Li, Chinmay Prabhakar, Suprosanna Shit, Johannes C. Paetzold, Tamaz Amiranashvili, Jianguo Zhang, Daniel Rueckert, Juan Eugenio Iglesias, Benedikt Wiestler, Bjoern H. Menze
A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images. CoRR (2022)
Yuantao Feng, Shiqi Yu, Hanyang Peng, Yan-Ran Li, Jianguo Zhang
Detect Faces Efficiently: A Survey and Evaluations. IEEE Trans. Biom. Behav. Identity Sci. 4 (1) (2022)
Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Luo, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern H. Menze
Imbalance-Aware Self-supervised Learning for 3D Radiomic Representations. MICCAI (2) (2021)
Hongwei Li, Sunita Gopal, Anjany Sekuboyina, Jianguo Zhang, Chen Niu, Carolin M. Pirkl, Jan Kirschke, Benedikt Wiestler, Bjoern H. Menze
Unpaired MR Image Homogenisation by Disentangled Representations and Its Uncertainty. UNSURE/PIPPI@MICCAI (2021)
Jingkun Chen, Wenqi Li, Hongwei Li, Jianguo Zhang
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation. CoRR (2021)
Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Liu, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern H. Menze
Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations. CoRR (2021)
Jingkun Chen, Wenqi Li, Hongwei Li, Jianguo Zhang
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation. MICCAI (4) (2020)
Yifan Mao, Feifei Xue, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng, Hongmei Liu
Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders. MICCAI (6) (2020)
Muhammad Febrian Rachmadi, Maria del C. Valdés Hernández, Hongwei Li, Ricardo Guerrero, Rozanna Meijboom, Stewart Wiseman, Adam Waldman, Jianguo Zhang, Daniel Rueckert, Joanna M. Wardlaw, Taku Komura
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. 79 (2020)
Hongwei Li, Timo Loehr, Benedikt Wiestler, Jianguo Zhang, Bjoern H. Menze
e-UDA: Efficient Unsupervised Domain Adaptation for Cross-Site Medical Image Segmentation. CoRR (2020)
Weipeng Li, Jiaxin Zhuang, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng
Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis. ISBI (2020)
Hongwei Li, Jianguo Zhang, Bjoern H. Menze
Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation. CoRR (2020)
Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng
Deep kNN for Medical Image Classification. MICCAI (1) (2020)
Haocheng Shen, Jingkun Chen, Ruixuan Wang, Jianguo Zhang
Counterfeit Anomaly Using Generative Adversarial Network for Anomaly Detection. IEEE Access 8 (2020)
Hongwei Li, Jianguo Zhang, Bjoern H. Menze
Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Yan Li, Junge Zhang, Kaiqi Huang, Jianguo Zhang
Mixed Supervised Object Detection with Robust Objectness Transfer. IEEE Trans. Pattern Anal. Mach. Intell. 41 (3) (2019)
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR (2019)
Jingkun Chen, Hongwei Li, Jianguo Zhang, Bjoern H. Menze
Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-sequence Cardiac MR Images Segmentation. STACOM@MICCAI (2019)
Hongwei Li, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jianguo Zhang, Jan S. Kirschke, Benedikt Wiestler, Bjoern H. Menze
DiamondGAN: Unified Multi-modal Generative Adversarial Networks for MRI Sequences Synthesis. MICCAI (4) (2019)
Jingkun Chen, Hongwei Li, Jianguo Zhang, Bjoern H. Menze
Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation. CoRR (2019)
Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Weishi Zheng
CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data. MIDL (2019)
Hongwei Li, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jianguo Zhang, Jan S. Kirschke, Benedikt Wiestler, Bjoern H. Menze
DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis. CoRR (2019)
Jianfang Hu, Wei-Shi Zheng, Lianyang Ma, Gang Wang, Jianhuang Lai, Jianguo Zhang
Early Action Prediction by Soft Regression. IEEE Trans. Pattern Anal. Mach. Intell. 41 (11) (2019)
Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging 38 (11) (2019)
Xionghui Wang, Jianfang Hu, Jian-Huang Lai, Jianguo Zhang, Wei-Shi Zheng
Progressive Teacher-Student Learning for Early Action Prediction. CVPR (2019)
Shaofan Lai, Wei-Shi Zheng, Jianfang Hu, Jianguo Zhang
Global-Local Temporal Saliency Action Prediction. IEEE Trans. Image Process. 27 (5) (2018)
Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang
Discriminative Learning of Latent Features for Zero-Shot Recognition. CoRR (2018)
Hongwei Li, Gongfa Jiang, Ruixuan Wang, Jianguo Zhang, Zhaolei Wang, Wei-Shi Zheng, Bjoern H. Menze
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images. CoRR (2018)
Hongwei Li, Gongfa Jiang, Jianguo Zhang, Ruixuan Wang, Zhaolei Wang, Wei-Shi Zheng, Bjoern H. Menze
Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images. NeuroImage 183 (2018)
Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang
Mixed Supervised Object Detection with Robust Objectness Transfer. CoRR (2018)
Hongwei Li, Jianguo Zhang, Mark Mühlau, Jan Kirschke, Bjoern H. Menze
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation. CoRR (2018)
Siyamalan Manivannan, Wenqi Li, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features. IEEE Trans. Medical Imaging 37 (1) (2018)
Hongwei Li, Jianguo Zhang, Mark Mühlau, Jan Kirschke, Bjoern H. Menze
Multi-scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation. BrainLes@MICCAI (1) (2018)
Sophia Bano, Tamás Süveges, Jianguo Zhang, Stephen J. McKenna
Multimodal Egocentric Analysis of Focused Interactions. IEEE Access 6 (2018)
Jianfang Hu, Wei-Shi Zheng, Jiahui Pan, Jianhuang Lai, Jianguo Zhang
Deep Bilinear Learning for RGB-D Action Recognition. ECCV (7) (2018)
Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang
Discriminative Learning of Latent Features for Zero-Shot Recognition. CVPR (2018)
Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation. MICCAI (2) (2017)
Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
Multi-task Fully Convolutional Network for Brain Tumour Segmentation. MIUA (2017)
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
Beyond triplet loss: a deep quadruplet network for person re-identification. CoRR (2017)
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification. CVPR (2017)
Sophia Bano, Jianguo Zhang, Stephen J. McKenna
Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video. ICCV Workshops (2017)
Jianfang Hu, Wei-Shi Zheng, Jianhuang Lai, Jianguo Zhang
Jointly Learning Heterogeneous Features for RGB-D Activity Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39 (11) (2017)
Jingjing Zhang, Jianguo Zhang, Maria Coats, Wenqi Li, Frank A. Carey, Stephen J. McKenna
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (5) (2017)
Haocheng Shen, Jianguo Zhang, Wei-Shi Zheng
Efficient symmetry-driven fully convolutional network for multimodal brain tumor segmentation. ICIP (2017)
Haocheng Shen, Jianguo Zhang
Fully connected CRF with data-driven prior for multi-class brain tumor segmentation. ICIP (2017)
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
A Multi-Task Deep Network for Person Re-Identification. AAAI (2017)
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
A Multi-task Deep Network for Person Re-identification. CoRR (2016)
Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. ISBI (2016)
Hongwei Li, Jianguo Zhang, Wei-Shi Zheng
Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis. CoRR (2016)
Hongwei Li, Hao Huang, Wei-Shi Zheng, Xiaohua Xie, Jianguo Zhang
HEp-2 specimen classification via deep CNNs and pattern histogram. ICPR (2016)
Xiaojuan Wang, Wei-Shi Zheng, Xiang Li, Jianguo Zhang
Cross-Scenario Transfer Person Reidentification. IEEE Trans. Circuits Syst. Video Technol. 26 (8) (2016)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens. Pattern Recognit. 51 (2016)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Local structure prediction for gland segmentation. ISBI (2016)
Jianfang Hu, Wei-Shi Zheng, Jian-Huang Lai, Jianguo Zhang
Jointly learning heterogeneous features for RGB-D activity recognition. CVPR (2015)
Jianguo Zhang, Quansong Li, Hui Zhang, Yongxin Sui, Huaijiang Yang
Investigation of Micro Square Structure Fabrication by Applying Textured Cutting Tool in WEDM. Micromachines 6 (10) (2015)
Yu Liu, Huaxin Xiao, Zheng Zhang, Wei Xu, Maojun Zhang, Jianguo Zhang
Data Separation of L1-minimization for Real-time Motion Detection. BMVC (2015)
Wenqi Li, Jianguo Zhang, Stephen J. McKenna
Multiple Instance Cancer Detection by Boosting Regularised Trees. MICCAI (1) (2015)
Bran Hongwei Li, Jianguo Zhang, Wei-Shi Zheng
HEp-2 cells staining patterns classification via wavelet scattering network and random forest. ACPR (2015)
Jing Li, Wei Xu, Jianguo Zhang, Maojun Zhang, Zhengming Wang, Xuelong Li
Efficient Video Stitching Based on Fast Structure Deformation. IEEE Trans. Cybern. 45 (12) (2015)
Xiaobin Chang, Wei-Shi Zheng, Jianguo Zhang
Learning Person-Person Interaction in Collective Activity Recognition. IEEE Trans. Image Process. 24 (6) (2015)
Wenqi Li, Maria Coats, Jianguo Zhang, Stephen J. McKenna
Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps. Medical Image Anal. 26 (1) (2015)
Carlos M. Travieso, Jianguo Zhang, Paul Miller, Jesús B. Alonso
Using a Discrete Hidden Markov Model Kernel for lip-based biometric identification. Image Vis. Comput. 32 (12) (2014)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. I3A@ICPR (2014)
Jingjing Zhang, Stephen J. McKenna, Jianguo Zhang, Maria Coats, Frank A. Carey
Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction. MIUA (2014)
Haocheng Shen, Jianguo Zhang, Hui Zhang
Human Action Recognition by Random Features and Hand-Crafted Features: A Comparative Study. ECCV Workshops (2) (2014)
Matthew Collins, Paul Miller, Jianguo Zhang
Gait Based Gender Recognition Using Sparse Spatio Temporal Features. MMM (2) (2014)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. I3A@ICPR (2014)
Wenqi Li, Jianguo Zhang, Wei-Shi Zheng, Maria Coats, Frank A. Carey, Stephen J. McKenna
Learning from Partially Annotated OPT Images by Contextual Relevance Ranking. MICCAI (3) (2013)
Darryl Stewart, Adrian Pass, Jianguo Zhang
Gender classification via lips: static and dynamic features. IET Biom. 2 (1) (2013)
Wei Xu, Jianguo Zhang, Hu Xu, Maojun Zhang
Height estimation of urban buildings using angle consistency of borderlines of roofs. ICME Workshops (2013)
Wei Xu, Wang Chen, Jianguo Zhang, Maojun Zhang
Angle consistency for registration between catadioptric omni-images and orthorectified aerial images. IET Image Process. 7 (4) (2013)
Wenqi Li, Jianguo Zhang, Stephen J. McKenna, Maria Coats, Frank A. Carey
Classification of colorectal polyp regions in optical projection tomography. ISBI (2013)
Huiyu Zhou, Jianguo Zhang, Liang Wang, Zhengyou Zhang, Lisa M. Brown
"Pattern Recognition" special issue: Sparse representation for event recognition in video surveillance. Pattern Recognit. 46 (7) (2013)
Simon Jones, Ling Shao, Jianguo Zhang, Yan Liu
Relevance feedback for real-world human action retrieval. Pattern Recognit. Lett. 33 (4) (2012)
Ling Shao, Ling Ji, Yan Liu, Jianguo Zhang
Human action segmentation and recognition via motion and shape analysis. Pattern Recognit. Lett. 33 (4) (2012)
Vasileios Mezaris, Ansgar Scherp, Ramesh C. Jain, Mohan S. Kankanhalli, Huiyu Zhou, Jianguo Zhang, Liang Wang, Zhengyou Zhang
Modeling and representing events in multimedia. ACM Multimedia (2011)
Carlos M. Travieso, Jianguo Zhang, Paul Miller, Jesús B. Alonso, Miguel A. Ferrer
Bimodal biometric verification based on face and lips. Neurocomputing 74 (14-15) (2011)
Huiyu Zhou, Paul Miller, Jianguo Zhang
Age classification using Radon transform and entropy based scaling SVM. BMVC (2011)
Jianguo Zhang, Shaogang Gong
Action categorization with modified hidden conditional random field. Pattern Recognit. 43 (1) (2010)
Adrian Pass, Jianguo Zhang, Darryl Stewart
AN investigation into features for multi-view lipreading. ICIP (2010)
Jianguo Zhang, Shaogang Gong
Action categorization by structural probabilistic latent semantic analysis. Comput. Vis. Image Underst. 114 (8) (2010)
Adrian Pass, Ji Ming, Philip Hanna, Jianguo Zhang, Darryl Stewart
Inter-frame contextual modelling for visual speech recognition. ICIP (2010)
Paul Miller, Weiru Liu, Chris Fowler, Huiyu Zhou, Jiali Shen, Jianbing Ma, Jianguo Zhang, WeiQi Yan, Kieran McLaughlin, Sakir Sezer
Intelligent Sensor Information System For Public Transport - To Safely Go... AVSS (2010)
Adrian Pass, Jianguo Zhang, Darryl Stewart
Feature selection for pose invariant lip biometrics. INTERSPEECH (2010)
Hugh Gribben, Paul Miller, Jianguo Zhang, Mark Browne
Poisson Kalman Particle Filtering for Tracking Centrosomes in Low-Light 3-D Confocal Image Sequences. IMVIP (2009)
Adrian Pass, Jianguo Zhang, Darryl Stewart
Hidden Conditional Random Fields for Visual Speech Recognition. IMVIP (2009)
Jianguo Zhang, Shaogang Gong
People detection in low-resolution video with non-stationary background. Image Vis. Comput. 27 (4) (2009)
Matthew Collins, Jianguo Zhang, Paul Miller, Hongbin Wang
Full body image feature representations for gender profiling. ICCV Workshops (2009)
Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik, Cordelia Schmid
Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study. Int. J. Comput. Vis. 73 (2) (2007)
Jean Ponce, Tamara L. Berg, Mark Everingham, David A. Forsyth, Martial Hebert, Svetlana Lazebnik, Marcin Marszalek, Cordelia Schmid, Bryan C. Russell, Antonio Torralba, Christopher K. I. Williams, Jianguo Zhang, Andrew Zisserman
Dataset Issues in Object Recognition. Toward Category-Level Object Recognition (2006)
Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik, Cordelia Schmid
Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study. CVPR Workshops (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jianguo Zhang