Luping Zhou

发表

Multi-modality feature selection with adaptive similarity learning for classification of Alzheimer's disease

Daoqiang Zhang, Lei Wang, Yan Wang, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

ACQUIRING 3D MODELS FROM IMAGES FOR MULTIMEDIA SYSTEMS

Indriyati Atmosukarto, Luping Zhou, Wee Kheng Leow, 2000 .

Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization

Dong Xu, Luping Zhou, Rui Su, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Beyond Covariance: SICE and Kernel Based Visual Feature Representation

Wanqing Li, Luping Zhou, Lei Wang, 2020, International Journal of Computer Vision.

OPML: A one-pass closed-form solution for online metric learning pdf

Yinghuan Shi, Yang Gao, Wenbin Li, 2016, Pattern Recognit..

2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, Hobart, Australia, November 26-28, 2013

Lei Wang, Stuart Crozier, Jianjia Zhang, 2013, DICTA.

A Kernel-Induced Space Selection Approach to Model Selection in KLDA

Lei Wang, Luping Zhou, Kap Luk Chan, 2008, IEEE Transactions on Neural Networks.

Multimodal classification of Alzheimer's disease and mild cognitive impairment

Daoqiang Zhang, Luping Zhou, Dinggang Shen, 2011, NeuroImage.

HEp-2 Cell Image Classification with Convolutional Neural Networks

Lei Wang, Jianjia Zhang, Zhimin Gao, 2014 .

Max-Margin Based Learning for Discriminative Bayesian Network from Neuroimaging Data

Dinggang Shen, Lei Wang, Philip Ogunbona, 2014, MICCAI.

Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis

Yinghuan Shi, Luping Zhou, Pierrick Bourgeat, 2020, IEEE Transactions on Medical Imaging.

Regularized Discriminative Direction for Shape Difference Analysis

Nick Barnes, Lei Wang, Luping Zhou, 2008, MICCAI.

MR-Less Surface-Based Amyloid Estimation by Subject-Specific Atlas Selection and Bayesian Fusion

Olivier Salvado, Jurgen Fripp, Luping Zhou, 2012, MICCAI.

Multiple Obstacle Detection for Assistance Driver System Using Deep Neural Networks

Luping Zhou, Jing Yang, Liya Fan, 2019, ICAIS.

A trusted control model of subject's behaviors based on static measuring

Zheng Zhou, Luping Zhou, Bing Deng, 2011, 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI).

Revisiting Metric Learning for SPD Matrix Based Visual Representation

Yinghuan Shi, Yang Gao, Lei Wang, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Towards a General Prediction System for the Primary Delay in Urban Railways

Fang Dong, Luping Zhou, Jun Shen, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

Interactive medical image segmentation via a point-based interaction

Yinghuan Shi, Luping Zhou, Jian Zhang, 2021, Artif. Intell. Medicine.

3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis

Dinggang Shen, Xi Wu, Chen Zu, 2019, IEEE Transactions on Medical Imaging.

BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation pdf

Luping Zhou, Wanli Ouyang, Kaige Chen, 2020, BMVC.

An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction

Dinggang Shen, Lei Wang, Jianping Yin, 2015, Pattern Recognit..

A Probabilistic Approach to Cross-Region Matching-Based Image Retrieval

Lei Wang, Zhimin Gao, Luping Zhou, 2019, IEEE Transactions on Image Processing.

Machine Learning in Medical Imaging

Kenji Suzuki, Qian Wang, Luping Zhou, 2017, Lecture Notes in Computer Science.

Exploring Compact Representation of SICE Matrices for Functional Brain Network Classification

Lei Wang, Jianjia Zhang, Wanqing Li, 2014, MLMI.

HEp-2 Cell Image Classification With Deep Convolutional Neural Networks

Lei Wang, Jianjia Zhang, Zhimin Gao, 2015, IEEE Journal of Biomedical and Health Informatics.

Machine Learning Techniques for AD/MCI Diagnosis and Prognosis

Daoqiang Zhang, Dinggang Shen, Luping Zhou, 2014, Machine Learning in Healthcare Informatics.

A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images

Yinghuan Shi, Yang Gao, Luping Zhou, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Comparison Study of Ellipsoid Fitting for Pose Normalization of Hippocampal Shapes

Olivier Salvado, Luping Zhou, 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.

Stereoscopic visualization and editing of automatic abdominal aortic aneurysms (AAA) measurements for stent graft planning

Luis Serra, Luping Zhou, Ralf A. Kockro, 2006, Electronic Imaging.

A Fast Algorithm for Creating a Compact and Discriminative Visual Codebook

Lei Wang, Luping Zhou, Chunhua Shen, 2008, ECCV.

Coherent Pattern in Multi-Layer Brain Networks: Application to Epilepsy Identification

Daoqiang Zhang, Luping Zhou, Mingliang Wang, 2019, IEEE Journal of Biomedical and Health Informatics.

Identifying Anatomical Shape Difference by Regularized Discriminative Direction

Nick Barnes, Lei Wang, Luping Zhou, 2009, IEEE Transactions on Medical Imaging.

Support Vector Machines for neuroimage analysis: Interpretation from discrimination

Dinggang Shen, Philip Ogunbona, Lei Wang, 2014 .

HEp-2 Cell Image Classification with Convolutional Neural Networks

Lei Wang, Jianjia Zhang, Zhimin Gao, 2014, 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images.

Class Distribution Alignment for Adversarial Domain Adaptation pdf

Yinghuan Shi, Ming Yang, Luping Zhou, 2020, ArXiv.

DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition

Lei Wang, Luping Zhou, Xinwang Liu, 2017, ECCV.

Exploiting Structure Sparsity for Covariance-based Visual Representation pdf

Lei Wang, Jianjia Zhang, Luping Zhou, 2016, ArXiv.

Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis

Dinggang Shen, Lei Wang, Yan Wang, 2018, MICCAI.

DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images pdf

Yan Wang, Chen Zu, Luping Zhou, 2020, ArXiv.

A Graph-Embedding Approach to Hierarchical Visual Word Mergence

Lei Wang, Luping Zhou, Lingqiao Liu, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Proceedings of the 6th International Workshop on Machine Learning in Medical Imaging - Volume 9352

Yinghuan Shi, Li Wang, Luping Zhou, 2015 .

Special Issue on High Performance Computing in Bio-medical Informatics

Chenggang Clarence Yan, Luping Zhou, Guorong Wu, 2018, Neuroinformatics.

Discriminative Maximum Margin Image Object Categorization with Exact Inference

Dale Schuurmans, Luping Zhou, Qinfeng Shi, 2009, 2009 Fifth International Conference on Image and Graphics.

A Fast Approximate AIB Algorithm for Distributional Word Clustering

Lei Wang, Jianjia Zhang, Wanqing Li, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Learning Discriminative Bayesian Networks from High-Dimensional Continuous Neuroimaging Data

Dinggang Shen, Lei Wang, Philip Ogunbona, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis

Yinghuan Shi, Jurgen Fripp, Luping Zhou, 2019, IEEE Transactions on Medical Imaging.

Epileptic Seizure Forecasting With Generative Adversarial Networks

Omid Kavehei, Luping Zhou, Levin Kuhlmann, 2019, IEEE Access.

Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification

Lei Wang, Philip Ogunbona, Luping Zhou, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics

Yang Wang, Lei Wang, Jianjia Zhang, 2018, ICMR.

Attention-Diffusion-Bilinear Neural Network for Brain Network Analysis

Daoqiang Zhang, Luping Zhou, Lei Wang, 2020, IEEE Transactions on Medical Imaging.

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning pdf

Yinghuan Shi, Yang Gao, Dinggang Shen, 2018, ArXiv.

Semi-Supervised Weight Learning for the Spatial Search Method in ConvNet-Based Image Retrieval

Lei Wang, Zhimin Gao, Yan Zhao, 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification

Yinghuan Shi, Lei Wang, Luping Zhou, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Network analysis in detection of early-stage mild cognitive impairment

Fengzhen Hou, Luping Zhou, Jun Wang, 2017 .

Polygonizing non-uniformly distributed 3D points by advancing mesh frontiers

Indriyati Atmosukarto, Luping Zhou, Wee Kheng Leow, 2001, Proceedings. Computer Graphics International 2001.

Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation

Yinghuan Shi, Ming Yang, Luping Zhou, 2019, MLMI@MICCAI.

Subject-adaptive Integration of Multiple SICE Brain Networks with Different Sparsity

Lei Wang, Jianjia Zhang, Luping Zhou, 2017, Pattern Recognit..

Accelerating the Divisive Information-Theoretic Clustering of Visual Words

Lei Wang, Jianjia Zhang, Wanqing Li, 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Hippocampal Shape Classification Using Redundancy Constrained Feature Selection

Nick Barnes, Lei Wang, Luping Zhou, 2010, MICCAI.

Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network

Daoqiang Zhang, Luping Zhou, Jiashuang Huang, 2019, MICCAI.

Feature Selection With Redundancy-Constrained Class Separability

Lei Wang, Luping Zhou, Chunhua Shen, 2010, IEEE Transactions on Neural Networks.

Application of SVMs to the Bag-of-Features Model: A Kernel Perspective

Lei Wang, Luping Zhou, Kap Luk Chan, 2014 .

Improving Auto-Augment via Augmentation-Wise Weight Sharing pdf

Luping Zhou, Junjie Yan, Ming Sun, 2020, NeurIPS.

Deep Learning Models with Applications to Brain Image Analysis

Luping Zhou, Mingxia Liu, Dinggang Shen, 2020 .

A Study of Hippocampal Shape Difference Between Genders by Efficient Hypothesis Test and Discriminative Deformation

Nick Barnes, Luping Zhou, Nicolas Cherbuin, 2007, MICCAI.

Learning-based prostate localization for image guided radiation therapy

Wei Li, Shu Liao, Dinggang Shen, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Medical Image Synthesis via Deep Learning.

Lei Wang, Yan Wang, Luping Zhou, 2020, Advances in experimental medicine and biology.

Data Fusion for MaaS: Opportunities and Challenges

Luping Zhou, Jun Shen, Sim Kim Lau, 2018, 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD)).

Beyond Covariance: Feature Representation with Nonlinear Kernel Matrices

Lei Wang, Jianjia Zhang, Wanqing Li, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

Dinggang Shen, Lei Wang, Yan Wang, 2018, NeuroImage.

Learning Sample-Adaptive Intensity Lookup Table for Brain Tumor Segmentation

Lei Wang, Ming Yang, Luping Zhou, 2020, MICCAI.

Multiple Kernel Learning in the Primal for Multimodal Alzheimer’s Disease Classification

Jianping Yin, Luping Zhou, Chunhua Shen, 2013, IEEE Journal of Biomedical and Health Informatics.

Experimental Study of Unsupervised Feature Learning for HEp-2 Cell Images Clustering

Lei Wang, Zhimin Gao, Yan Zhao, 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Functional Brain Network Classification With Compact Representation of SICE Matrices

Lei Wang, Jianjia Zhang, Wanqing Li, 2015, IEEE Transactions on Biomedical Engineering.

A Hierarchical Word-Merging Algorithm with Class Separability Measure

Lei Wang, Huan Liu, Luping Zhou, 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

3D cGAN based cross-modality MR image synthesis for brain tumor segmentation

Lei Wang, Jurgen Fripp, Luping Zhou, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Learning Discriminative Stein Kernel for SPD Matrices and Its Applications

Lei Wang, Jianjia Zhang, Wanqing Li, 2014, IEEE Transactions on Neural Networks and Learning Systems.

A Hidden Markov Model based efficient next best viewpoint planning for autonomous exploration

Tong Zhang, Luping Zhou, Yin Liang, 2016, 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD).

ReDro: Efficiently Learning Large-Sized SPD Visual Representation

Lei Wang, Changming Sun, Luping Zhou, 2020, ECCV.

Miss Detection vs. False Alarm: Adversarial Learning for Small Object Segmentation in Infrared Images

Luping Zhou, Lei Wang, Huan Wang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease pdf

Daoqiang Zhang, Yan Wang, Chen Zu, 2020, Pattern Recognit..

Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval

Lei Wang, Zhimin Gao, Yan Zhao, 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Modelling Diffusion Process by Deep Neural Networks for Image Retrieval

Yinghuan Shi, Yang Gao, Lei Wang, 2018, BMVC.

Improving Action Localization by Progressive Cross-Stream Cooperation

Dong Xu, Luping Zhou, Wanli Ouyang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Tumor segmentation via multi-modality joint dictionary learning

Yong Luo, Lei Wang, Chen Zu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Discriminative Brain Effective Connectivity Analysis for Alzheimer's Disease: A Kernel Learning Approach upon Sparse Gaussian Bayesian Network

Dinggang Shen, Lei Wang, Philip Ogunbona, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Infomax principle based pooling of deep convolutional activations for image retrieval

Ming Yang, Lei Wang, Zhimin Gao, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

Hierarchical anatomical brain networks for MCI prediction by partial least square analysis

Dinggang Shen, Yaping Wang, Luping Zhou, 2011, CVPR 2011.

Epileptic Seizure Classification With Symmetric and Hybrid Bilinear Models

Omid Kavehei, Luping Zhou, Nhan Duy Truong, 2020, IEEE Journal of Biomedical and Health Informatics.

Dense Video Captioning Using Graph-Based Sentence Summarization

Dong Xu, Luping Zhou, Wanli Ouyang, 2021, IEEE Transactions on Multimedia.

Tripled-Uncertainty Guided Mean Teacher Model for Semi-supervised Medical Image Segmentation

Yan Wang, Chen Zu, Luping Zhou, 2021, MICCAI.

3D Transformer-GAN for High-Quality PET Reconstruction

Dinggang Shen, Yan Wang, Chen Zu, 2021, MICCAI.

Unsupervised brain tumor segmentation using a symmetric-driven adversarial network

Luping Zhou, Michael Fulham, Lei Bi, 2021, Neurocomputing.

Few-shot Unsupervised Domain Adaptation with Image-to-Class Sparse Similarity Encoding

Luping Zhou, Lei Wang, Shengqi Huang, 2021, ACM Multimedia.

Medical Imaging Based Diagnosis Through Machine Learning and Data Analysis

Yan Wang, Chen Zu, Luping Zhou, 2021, Computational Biology.

SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation

Jurgen Fripp, Luping Zhou, Lei Wang, 2021, IEEE Transactions on Medical Imaging.

DA-DSUnet: Dual Attention-based Dense SU-net for automatic head-and-neck tumor segmentation in MRI images

Yan Wang, Chen Zu, Luping Zhou, 2021, Neurocomputing.

Is Perfect Filtering Enough Leading to Perfect Phase Correction for dMRI data? pdf

Luping Zhou, Junwei Yang, Feihong Liu, 2021, ArXiv.

LR-cGAN: Latent representation based conditional generative adversarial network for multi-modality MRI synthesis

Yan Wang, Luping Zhou, Jiliu Zhou, 2021, Biomed. Signal Process. Control..

Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions pdf

Yinghuan Shi, Yilong Yin, Luping Zhou, 2021, ArXiv.

Supplementary material for: A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification

Yinghuan Shi, Luping Zhou, Jing Huo, 2019 .

Cross-sectional and longitudinal analysis of the relationship between Aβ deposition, cortical thickness, and memory in cognitively unimpaired individuals and in Alzheimer disease.

Jurgen Fripp, Luping Zhou, Vincent Doré, 2013, JAMA neurology.

MR-Less Surface-Based Amyloid Assessment Based on 11C PiB PET

Olivier Salvado, Jurgen Fripp, Luping Zhou, 2014, PloS one.