Zhou, Luping

Selected Publications

Journal Article

Year	Title
2020	Deep learning based HEp-2 image classification: A comprehensive review Published In Medical Image Analysis Volume 65 Altmetric
2020	Energy-Efficient and Privacy-Preserving Data Aggregation Algorithm for Wireless Sensor Networks Published In IEEE Internet of Things Journal Volume 7 Pages 3948 - 3957 Altmetric
2020	Medical Image Synthesis via Deep Learning Published In Advances in experimental medicine and biology Volume 1213 Pages 23 - 44 Altmetric
2019	3D auto-context-based locality adaptive multi-modality GANs for PET synthesis Published In IEEE Transactions on Medical Imaging Volume 38 Pages 1328 - 1339 ISSN 0278-0062 Altmetric
2019	A Probabilistic Approach to Cross-region Matching based Image Retrieval Published In IEEE Transactions on Image Processing Volume 28 Pages 1191 - 1204 ISSN 1057-7149 Altmetric
2019	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11861 LNCS Pages 601 - 610 Altmetric
2019	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging Volume 38 Pages 1750 - 1762 ISSN 0278-0062 Altmetric
2019	Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11766 LNCS Pages 691 - 699 Altmetric
2018	3D conditional generative adversarial networks for high-quality PET image estimation at low dose Published In NeuroImage Volume 174 Pages 550 - 562 ISSN 1053-8119 Altmetric
2018	DeepKSPD: Learning Kernel-Matrix-Based SPD Representation For Fine-Grained Image Recognition Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11206 Pages 629 - 645 Altmetric
2018	Locality adaptive multi-modality GANs for high-quality PET image synthesis Published In Lecture Notes in Computer Science Volume 11070 Pages 329 - 337 Altmetric
2018	Serum NCAM levels and cognitive deficits in first episode schizophrenia patients versus health controls Published In Schizophrenia Research Volume 192 Pages 457 - 458 ISSN 0920-9964 Altmetric
2017	A Graph-Embedding Approach to Hierarchical Visual Word Mergence Published In IEEE Transactions on Neural Networks and Learning Systems Volume 28 Pages 308 - 320 ISSN 2162-2388 Altmetric
2017	HEp-2 Cell Image Classification with Deep Convolutional Neural Networks Published In IEEE Journal of Biomedical and Health Informatics Volume 21 Pages 416 - 428 Altmetric
2017	Network analysis in detection of early-stage mild cognitive impairment Published In Physica A: Statistical Mechanics and its Applications Volume 478 Pages 113 - 119 ISSN 1873-2119 Altmetric
2017	OPML: A one-pass closed-form solution for online metric learning Published In Pattern Recognition Volume 75 Pages 302 - 314 ISSN 1873-5142 Altmetric
2017	Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity Published In Pattern Recognition Volume 63 Pages 642 - 652 ISSN 1873-5142 Altmetric
2016	Exploring multifractal-based features for mild Alzheimer's disease classification Published In Magnetic Resonance in Medicine Volume 76 Pages 259 - 269 ISSN 0740-3194 Altmetric
2016	Learning Discriminative Stein Kernel for SPD Matrices and Its Applications Published In IEEE Transactions on Neural Networks and Learning Systems Volume 27 Pages 1020 - 1033 ISSN 2162-2388 Altmetric
2016	Learning discriminative Bayesian networks from high-dimensional continuous neuroimaging data Published In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 38 Pages 2269 - 2283 ISSN 0162-8828 Altmetric
2015	An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction Published In Pattern Recognition Volume 48 Pages 2141 - 2150 ISSN 1873-5142 Altmetric
2015	Functional brain network classification with compact representation of SICE matrices Published In IEEE Transactions on Biomedical Engineering Volume 62 Pages 1623 - 163411 ISSN 0018-9294 Altmetric
2015	Multifractal analysis of white matter structural changes on 3D magnetic resonance imaging between normal aging and early Alzheimer's disease Published In Acta Physica Sinica Volume 24 Pages 070502-1 - 070502-7 ISSN 1000-3290 Altmetric
2014	A hierarchical word-merging algorithm with class separability measure Published In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 36 Pages 417 - 435 ISSN 0162-8828 Altmetric
2014	HEp-2 cell image classification with convolutional neural networks Published In Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014 Pages 24 - 28 Altmetric
2014	MR-less surface-based amyloid assessment based on 11C PiB PET Published In PLoS One Volume 9 Pages e84777-1 - e84777-14 ISSN 1932-6203 Altmetric
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In Lecture Notes in Computer Science Volume 8675 Pages 321 - 328 Altmetric
2014	Multiple kernel learning in the primal for multimodal Alzheimer's disease classification Published In IEEE Journal of Biomedical and Health Informatics Volume 18 Pages 984 - 990 Altmetric
2013	Cross-sectional and longitudinal analysis of the relationship between Aβ deposition, cortical thickness and memory in cognitively unimpaired individuals and in Alzheimer disease Published In JAMA Neurology Volume 70 Pages 903 - 911 Altmetric
2012	Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features Published In Neurobiology of Aging Volume 33 Pages 427.e15 - 427.e30 ISSN 0197-4580 Altmetric
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In Lecture Notes in Computer Science Volume 7511 Pages 220 - 227
2011	Hierarchical anatomical brain networks for MCI prediction: Revisiting volumetric measures Published In PLoS One Volume 6 Pages 1 - 14 ISSN 1932-6203 Altmetric
2011	Multimodal classification of Alzheimer's disease and mild cognitive impairment Published In NeuroImage Volume 55 Pages 856 - 867 ISSN 1053-8119 Altmetric
2010	Feature selection with redundancy-constrained class separability Published In IEEE Transactions on Neural Networks and Learning Systems Volume 21 Pages 853 - 858 ISSN 2162-2388 Altmetric
2010	Hippocampal shape classification using redundancy constrained feature selection Published In Lecture Notes in Computer Science Volume 6362 Pages 266 - 273 Altmetric
2009	Hippocampal shape analysis for Alzheimer's disease using an efficient hypothesis test and regularized discriminative deformation Published In The Hippocampus Volume 19 Pages 533 - 540 ISSN 1050-9631 Altmetric
2009	Identifying anatomical shape difference by regularized discriminative direction Published In IEEE Transactions on Medical Imaging Volume 28 Pages 937 - 950 ISSN 0278-0062 Altmetric
2008	A kernel-induced space selection approach to model selection of KLDA Published In IEEE Transactions on Neural Networks and Learning Systems Volume 19 Pages 2116 - 2131 ISSN 2162-2388
2007	A study of hippocampal shape difference between genders by efficient hypothesis test and discriminative deformation Published In Lecture Notes in Computer Science Volume 4791 Pages 375 - 383 Altmetric

Chapter

Year	Title
2014	Application of SVMs to the bag-of-features model – A kernel perspective Published In Support Vector Machines Applications Publisher Germany: Springer Pages 155 - 189 ISBN 9783319022994
2014	Exploring compact representation of SICE matrices for functional brain network classification Published In Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings Publisher Switzerland: Springer International Publishing Pages 59 - 67 ISBN 9783319105802 Altmetric
2014	Machine learning techniques for AD/MCI diagnosis and prognosis Published In Machine Learning in Healthcare Informatics Publisher New York, United States: Springer-Verlag Berlin Heidelberg Pages 147 - 179 ISBN 9783642400162 Altmetric
2014	Support Vector Machines for neuroimage analysis: Interpretation from discrimination Published In Support Vector Machines Applications Publisher Germany: Springer Pages 191 - 220 ISBN 9783319022994 Altmetric

Conference Paper

Year	Title
2019	A novel unsupervised camera-aware domain adaptation framework for person re-identification Published In Proceedings of the IEEE International Conference on Computer Vision Pages 8079 - 8088 Altmetric
2019	Estimation of full-dose 4D CT perfusion images from low-dose images using conditional generative adversarial networks Published In 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019 Altmetric
2019	Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images Published In Proceedings of the IEEE International Conference on Computer Vision Pages 8508 - 8517 Altmetric
2019	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC) Pages 3482 - 3487 Altmetric
2018	3D cGAN based cross-modality MR image synthesis for brain tumor segmentation Published In IEEE International Symposium on Biomedical Imaging (ISBI 2018) Pages 626 - 630 Altmetric
2018	A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images Published In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Pages 806 - 810 Altmetric
2018	Data Fusion for MaaS: Opportunities and Challenges Published In International Conference on Computer Supported Cooperative Work in Design Pages 642 - 647
2018	Instance image retrieval by aggregating sample-based discriminative characteristics Published In ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval Pages 91 - 99 Altmetric
2018	Multi-modality feature selection with adaptive similarity learning for classification of Alzheimer's disease Published In IEEE International Symposium on Biomedical Imaging Pages 1542 - 1545 Altmetric
2018	Tumor segmentation via multi-modality joint dictionary learning Published In 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) Pages 1336 - 1339 Altmetric
2017	Infomax principle based pooling of deep convolutional activations for image retrieval Published In IEEE International Conference on Multimedia and Expo (ICME) Pages 457 - 462 Altmetric
2017	Revisiting metric learning for SPD matrix based visual representation Published In 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017 Pages 7111 - 7119 Altmetric
2016	Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016 Pages 1 - 8 Altmetric
2016	Semi-Supervised Weight Learning for the Spatial Search Method in ConvNet-Based Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016 Pages 1 - 8 Altmetric
2015	Beyond covariance: feature representation with nonlinear kernel matrices Published In Proceedings of the IEEE International Conference on Computer Vision Pages 4570 - 4578 Altmetric
2014	Discriminative sparse inverse covariance matrix: Application in brain functional network classification Published In 2014 IEEE Conference on Computer Vision and Pattern Recognition Pages 3097 - 3104 Altmetric
2014	Experimental study of unsupervised feature learning for HEp-2 cell images clustering Published In Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on Pages 1 - 8 Altmetric
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014) Pages 321 - 328
2013	A fast approximate AIB algorithm for distributional word clustering Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 556 - 563 Altmetric
2013	Accelerating the divisive information-theoretic clustering of visual words Published In 2013 International Conference on Digital Image Computing: Techniques and Applications Pages 1 - 8 Altmetric
2013	Discriminative brain effective connectivity analysis for Alzheimer's disease: A kernel learning approach upon sparse gaussian bayesian network Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 2243 - 2250 Altmetric
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In International Conference on Medical Image Computing and Computer-Assisted Intervention Pages 220 - 227
2012	Manifold drived MR-less PiB SUVR normalisation Published In 15th International Conference on Medical Image Computing and Computer Assisted Intervention: Workshop on Novel Imaging Biomarkers for Alzheimer's Disease and Related Disorders (NIBAD) Pages 1 - 12
2011	A comparison study of ellipsoid fitting for pose normalization of hippocampal shapes Published In International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011 Pages 285 - 290 Altmetric
2011	Hierarchical anatomical brain networks for MCI prediction by partial least square analysis Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 1073 - 1080 Altmetric
2011	Learning-based prostate localization for image guided radiation therapy Published In 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro Pages 2103 - 2106 Altmetric
2010	Discriminative maximum margin image object categorization with exact inference Published In Proceedings of the 5th International Conference on Image and Graphics (ICIG) Pages 232 - 237 Altmetric
2008	A fast algorithm for creating a compact and discriminative visual codebook Published In 10th European Conference on Computer Vision (ECCV)
2008	Regularized discriminative direction for shape difference analysis Published In 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Pages 628 - 635 Altmetric

Editor Of

Book
- Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015. Switzerland. 2015

Investigator On

Year	Title
2016 - 2019	Learning Network Structures from Neuroimages for Diagnosing Brain Diseases Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Early Career Researcher Award (DECRA)

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Deep Learning based medical image segmentation and synthesis	Yu, Biting
Doctor of Philosophy	Large Scale Nonparametric Modelling for Dynamic Public Transit Accessibility	Wu, Jianqing
Master of Philosophy	Text-based Guidance for Improved Image Retrieval	Comor, Ian
Doctor of Philosophy	Fine-grained Image Recognition using Deep Learning	Rahman, Saimunur
Master of Philosophy - EIS	Content-Based Image Retrieval with Symbolic Data Analysis and Explainable Artificial Intelligence	Chakraborty, Bela
Doctor of Philosophy	Analyzing And Recognition of Video Information Through Machine Learning	Sangrasi, Din
Master of Philosophy - EIS	Research in Object Detection with Deep Network	Zhou, Zhexuan

Web Of Science Researcher Id

B-9306-2011

Selected Publications

Journal Article

Year	Title
2020	Deep learning based HEp-2 image classification: A comprehensive review Published In Medical Image Analysis Volume 65 Altmetric
2020	Energy-Efficient and Privacy-Preserving Data Aggregation Algorithm for Wireless Sensor Networks Published In IEEE Internet of Things Journal Volume 7 Pages 3948 - 3957 Altmetric
2020	Medical Image Synthesis via Deep Learning Published In Advances in experimental medicine and biology Volume 1213 Pages 23 - 44 Altmetric
2019	3D auto-context-based locality adaptive multi-modality GANs for PET synthesis Published In IEEE Transactions on Medical Imaging Volume 38 Pages 1328 - 1339 ISSN 0278-0062 Altmetric
2019	A Probabilistic Approach to Cross-region Matching based Image Retrieval Published In IEEE Transactions on Image Processing Volume 28 Pages 1191 - 1204 ISSN 1057-7149 Altmetric
2019	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11861 LNCS Pages 601 - 610 Altmetric
2019	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis Published In IEEE Transactions on Medical Imaging Volume 38 Pages 1750 - 1762 ISSN 0278-0062 Altmetric
2019	Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11766 LNCS Pages 691 - 699 Altmetric
2018	3D conditional generative adversarial networks for high-quality PET image estimation at low dose Published In NeuroImage Volume 174 Pages 550 - 562 ISSN 1053-8119 Altmetric
2018	DeepKSPD: Learning Kernel-Matrix-Based SPD Representation For Fine-Grained Image Recognition Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 11206 Pages 629 - 645 Altmetric
2018	Locality adaptive multi-modality GANs for high-quality PET image synthesis Published In Lecture Notes in Computer Science Volume 11070 Pages 329 - 337 Altmetric
2018	Serum NCAM levels and cognitive deficits in first episode schizophrenia patients versus health controls Published In Schizophrenia Research Volume 192 Pages 457 - 458 ISSN 0920-9964 Altmetric
2017	A Graph-Embedding Approach to Hierarchical Visual Word Mergence Published In IEEE Transactions on Neural Networks and Learning Systems Volume 28 Pages 308 - 320 ISSN 2162-2388 Altmetric
2017	HEp-2 Cell Image Classification with Deep Convolutional Neural Networks Published In IEEE Journal of Biomedical and Health Informatics Volume 21 Pages 416 - 428 Altmetric
2017	Network analysis in detection of early-stage mild cognitive impairment Published In Physica A: Statistical Mechanics and its Applications Volume 478 Pages 113 - 119 ISSN 1873-2119 Altmetric
2017	OPML: A one-pass closed-form solution for online metric learning Published In Pattern Recognition Volume 75 Pages 302 - 314 ISSN 1873-5142 Altmetric
2017	Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity Published In Pattern Recognition Volume 63 Pages 642 - 652 ISSN 1873-5142 Altmetric
2016	Exploring multifractal-based features for mild Alzheimer's disease classification Published In Magnetic Resonance in Medicine Volume 76 Pages 259 - 269 ISSN 0740-3194 Altmetric
2016	Learning Discriminative Stein Kernel for SPD Matrices and Its Applications Published In IEEE Transactions on Neural Networks and Learning Systems Volume 27 Pages 1020 - 1033 ISSN 2162-2388 Altmetric
2016	Learning discriminative Bayesian networks from high-dimensional continuous neuroimaging data Published In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 38 Pages 2269 - 2283 ISSN 0162-8828 Altmetric
2015	An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction Published In Pattern Recognition Volume 48 Pages 2141 - 2150 ISSN 1873-5142 Altmetric
2015	Functional brain network classification with compact representation of SICE matrices Published In IEEE Transactions on Biomedical Engineering Volume 62 Pages 1623 - 163411 ISSN 0018-9294 Altmetric
2015	Multifractal analysis of white matter structural changes on 3D magnetic resonance imaging between normal aging and early Alzheimer's disease Published In Acta Physica Sinica Volume 24 Pages 070502-1 - 070502-7 ISSN 1000-3290 Altmetric
2014	A hierarchical word-merging algorithm with class separability measure Published In IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 36 Pages 417 - 435 ISSN 0162-8828 Altmetric
2014	HEp-2 cell image classification with convolutional neural networks Published In Proceedings - 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, I3A Workshop 2014 Pages 24 - 28 Altmetric
2014	MR-less surface-based amyloid assessment based on 11C PiB PET Published In PLoS One Volume 9 Pages e84777-1 - e84777-14 ISSN 1932-6203 Altmetric
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In Lecture Notes in Computer Science Volume 8675 Pages 321 - 328 Altmetric
2014	Multiple kernel learning in the primal for multimodal Alzheimer's disease classification Published In IEEE Journal of Biomedical and Health Informatics Volume 18 Pages 984 - 990 Altmetric
2013	Cross-sectional and longitudinal analysis of the relationship between Aβ deposition, cortical thickness and memory in cognitively unimpaired individuals and in Alzheimer disease Published In JAMA Neurology Volume 70 Pages 903 - 911 Altmetric
2012	Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features Published In Neurobiology of Aging Volume 33 Pages 427.e15 - 427.e30 ISSN 0197-4580 Altmetric
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In Lecture Notes in Computer Science Volume 7511 Pages 220 - 227
2011	Hierarchical anatomical brain networks for MCI prediction: Revisiting volumetric measures Published In PLoS One Volume 6 Pages 1 - 14 ISSN 1932-6203 Altmetric
2011	Multimodal classification of Alzheimer's disease and mild cognitive impairment Published In NeuroImage Volume 55 Pages 856 - 867 ISSN 1053-8119 Altmetric
2010	Feature selection with redundancy-constrained class separability Published In IEEE Transactions on Neural Networks and Learning Systems Volume 21 Pages 853 - 858 ISSN 2162-2388 Altmetric
2010	Hippocampal shape classification using redundancy constrained feature selection Published In Lecture Notes in Computer Science Volume 6362 Pages 266 - 273 Altmetric
2009	Hippocampal shape analysis for Alzheimer's disease using an efficient hypothesis test and regularized discriminative deformation Published In The Hippocampus Volume 19 Pages 533 - 540 ISSN 1050-9631 Altmetric
2009	Identifying anatomical shape difference by regularized discriminative direction Published In IEEE Transactions on Medical Imaging Volume 28 Pages 937 - 950 ISSN 0278-0062 Altmetric
2008	A kernel-induced space selection approach to model selection of KLDA Published In IEEE Transactions on Neural Networks and Learning Systems Volume 19 Pages 2116 - 2131 ISSN 2162-2388
2007	A study of hippocampal shape difference between genders by efficient hypothesis test and discriminative deformation Published In Lecture Notes in Computer Science Volume 4791 Pages 375 - 383 Altmetric

Chapter

Year	Title
2014	Application of SVMs to the bag-of-features model – A kernel perspective Published In Support Vector Machines Applications Publisher Germany: Springer Pages 155 - 189 ISBN 9783319022994
2014	Exploring compact representation of SICE matrices for functional brain network classification Published In Machine Learning in Medical Imaging 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings Publisher Switzerland: Springer International Publishing Pages 59 - 67 ISBN 9783319105802 Altmetric
2014	Machine learning techniques for AD/MCI diagnosis and prognosis Published In Machine Learning in Healthcare Informatics Publisher New York, United States: Springer-Verlag Berlin Heidelberg Pages 147 - 179 ISBN 9783642400162 Altmetric
2014	Support Vector Machines for neuroimage analysis: Interpretation from discrimination Published In Support Vector Machines Applications Publisher Germany: Springer Pages 191 - 220 ISBN 9783319022994 Altmetric

Conference Paper

Year	Title
2019	A novel unsupervised camera-aware domain adaptation framework for person re-identification Published In Proceedings of the IEEE International Conference on Computer Vision Pages 8079 - 8088 Altmetric
2019	Estimation of full-dose 4D CT perfusion images from low-dose images using conditional generative adversarial networks Published In 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019 Altmetric
2019	Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images Published In Proceedings of the IEEE International Conference on Computer Vision Pages 8508 - 8517 Altmetric
2019	Towards a General Prediction System for the Primary Delay in Urban Railways Published In 2019 IEEE Intelligent Transportation Systems Conference (ITSC) Pages 3482 - 3487 Altmetric
2018	3D cGAN based cross-modality MR image synthesis for brain tumor segmentation Published In IEEE International Symposium on Biomedical Imaging (ISBI 2018) Pages 626 - 630 Altmetric
2018	A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images Published In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Pages 806 - 810 Altmetric
2018	Data Fusion for MaaS: Opportunities and Challenges Published In International Conference on Computer Supported Cooperative Work in Design Pages 642 - 647
2018	Instance image retrieval by aggregating sample-based discriminative characteristics Published In ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval Pages 91 - 99 Altmetric
2018	Multi-modality feature selection with adaptive similarity learning for classification of Alzheimer's disease Published In IEEE International Symposium on Biomedical Imaging Pages 1542 - 1545 Altmetric
2018	Tumor segmentation via multi-modality joint dictionary learning Published In 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) Pages 1336 - 1339 Altmetric
2017	Infomax principle based pooling of deep convolutional activations for image retrieval Published In IEEE International Conference on Multimedia and Expo (ICME) Pages 457 - 462 Altmetric
2017	Revisiting metric learning for SPD matrix based visual representation Published In 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017 Pages 7111 - 7119 Altmetric
2016	Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016 Pages 1 - 8 Altmetric
2016	Semi-Supervised Weight Learning for the Spatial Search Method in ConvNet-Based Image Retrieval Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016 Pages 1 - 8 Altmetric
2015	Beyond covariance: feature representation with nonlinear kernel matrices Published In Proceedings of the IEEE International Conference on Computer Vision Pages 4570 - 4578 Altmetric
2014	Discriminative sparse inverse covariance matrix: Application in brain functional network classification Published In 2014 IEEE Conference on Computer Vision and Pattern Recognition Pages 3097 - 3104 Altmetric
2014	Experimental study of unsupervised feature learning for HEp-2 cell images clustering Published In Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on Pages 1 - 8 Altmetric
2014	Max-margin based learning for discriminative Bayesian network from neuroimaging data Published In The 17th International Conference on Medical Image Computing and ComputerAssisted Intervention (MICCAI 2014) Pages 321 - 328
2013	A fast approximate AIB algorithm for distributional word clustering Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 556 - 563 Altmetric
2013	Accelerating the divisive information-theoretic clustering of visual words Published In 2013 International Conference on Digital Image Computing: Techniques and Applications Pages 1 - 8 Altmetric
2013	Discriminative brain effective connectivity analysis for Alzheimer's disease: A kernel learning approach upon sparse gaussian bayesian network Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 2243 - 2250 Altmetric
2012	MR-less surface-based amyloid estimation by subject-specific atlas selection and Bayesian fusion Published In International Conference on Medical Image Computing and Computer-Assisted Intervention Pages 220 - 227
2012	Manifold drived MR-less PiB SUVR normalisation Published In 15th International Conference on Medical Image Computing and Computer Assisted Intervention: Workshop on Novel Imaging Biomarkers for Alzheimer's Disease and Related Disorders (NIBAD) Pages 1 - 12
2011	A comparison study of ellipsoid fitting for pose normalization of hippocampal shapes Published In International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011 Pages 285 - 290 Altmetric
2011	Hierarchical anatomical brain networks for MCI prediction by partial least square analysis Published In IEEE Conference on Computer Vision and Pattern Recognition Pages 1073 - 1080 Altmetric
2011	Learning-based prostate localization for image guided radiation therapy Published In 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro Pages 2103 - 2106 Altmetric
2010	Discriminative maximum margin image object categorization with exact inference Published In Proceedings of the 5th International Conference on Image and Graphics (ICIG) Pages 232 - 237 Altmetric
2008	A fast algorithm for creating a compact and discriminative visual codebook Published In 10th European Conference on Computer Vision (ECCV)
2008	Regularized discriminative direction for shape difference analysis Published In 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Pages 628 - 635 Altmetric

Editor Of

Book
- Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015. Switzerland. 2015

Investigator On

Year	Title
2016 - 2019	Learning Network Structures from Neuroimages for Diagnosing Brain Diseases Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Early Career Researcher Award (DECRA)

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Deep Learning based medical image segmentation and synthesis	Yu, Biting
Doctor of Philosophy	Large Scale Nonparametric Modelling for Dynamic Public Transit Accessibility	Wu, Jianqing
Master of Philosophy	Text-based Guidance for Improved Image Retrieval	Comor, Ian
Doctor of Philosophy	Fine-grained Image Recognition using Deep Learning	Rahman, Saimunur
Master of Philosophy - EIS	Content-Based Image Retrieval with Symbolic Data Analysis and Explainable Artificial Intelligence	Chakraborty, Bela
Doctor of Philosophy	Analyzing And Recognition of Video Information Through Machine Learning	Sangrasi, Din
Master of Philosophy - EIS	Research in Object Detection with Deep Network	Zhou, Zhexuan

Web Of Science Researcher Id

B-9306-2011

Zhou, Luping Dr

Lecturer

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Identity

Web Of Science Researcher Id

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Editor Of

Book

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Identity

Web Of Science Researcher Id

Visualisations