Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images.

[BibT_eX]

[DOI]

Kelei He

Wei Zhao

Pattern Recognit., 2021

Recycling diagnostic MRI for empowering brain morphometric research - Critical & practical assessment on learning-based image super-resolution.

[BibT_eX]

[DOI]

NeuroImage, 2021

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

More is Better: A Novel Multi-view Framework for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Generalization via Progressive Layer-wise and Channel-wise Dropout.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Interactive medical image segmentation via a point-based interaction.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

Mining Latent Classes for Few-shot Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Manifold Alignment for Semantically Aligned Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

A Universal Method of Linear Approximation With Controllable Error for the Efficient Implementation of Transcendental Functions.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective.

[BibT_eX]

[DOI]

CoRR, 2020

TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Class Distribution Alignment for Adversarial Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Few-shot Learning via Distribution Shift-based Augmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19.

[BibT_eX]

[DOI]

CoRR, 2020

Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization.

[BibT_eX]

[DOI]

CoRR, 2020

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Asymmetric Distribution Measure for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Automatic Data Augmentation Via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Machine Learning in Medical Imaging.

[BibT_eX]

[DOI]

Qian Wang

Yinghuan Shi

Dinggang Shen

IEEE J. Biomed. Health Informatics, 2019

Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

Special issue on machine learning in medical imaging.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2019

MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A Novel Deep Multi-Modal Feature Fusion Method for Celebrity Video Identification.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

A Mask Based Deep Ranking Neural Network for Person Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Incomplete-Data Oriented Multiview Dimension Reduction via Sparse Low-Rank Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Cross-Modal Metric Learning for AUC Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

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

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

Online multi-view subspace learning via group structure analysis for visual object tracking.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2018

Online Deep Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2018

The Automatic Identification of Butterfly Species.

[BibT_eX]

[DOI]

CoRR, 2018

A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer Histology Images.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Modelling Diffusion Process by Deep Neural Networks for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

WebCaricature: a benchmark for caricature recognition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

A Joint Local and Global Deep Metric Learning Method for Caricature Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Group-Based Alternating Direction Method of Multipliers for Distributed Linear Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

WebCaricature: a benchmark for caricature face recognition.

[BibT_eX]

[DOI]

CoRR, 2017

Variation Robust Cross-Modal Metric Learning for Caricature Recognition.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

A Point Says a Lot: An Interactive Segmentation Method for MR Prostate via One-Point Labeling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation?

[BibT_eX]

[DOI]

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

Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Revisiting Metric Learning for SPD Matrix Based Visual Representation.

[BibT_eX]

[DOI]

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

Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks.

[BibT_eX]

[DOI]

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

2016

A learning-based CT prostate segmentation method via joint transductive feature selection and regression.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

A Fast Distributed Classification Algorithm for Large-Scale Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Interactive image segmentation via cascaded metric learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

mPadal: a joint local-and-global multi-view feature selection method for activity recognition.

[BibT_eX]

[DOI]

Appl. Intell., 2014

Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold Regularization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Multimodal Sparse Representation-Based Classification for Lung Needle Biopsy Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Transductive cost-sensitive lung cancer image classification.

[BibT_eX]

[DOI]

Appl. Intell., 2013

Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2013

Voting-XCSc: A Consensus Clustering Method via Learning Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Image Super Resolution via Visual Prior Based Digital Image Characteristics.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Transductive Prostate Segmentation for CT Image Guided Radiotherapy.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

2011

Xcsc: a Novel Approach to Clustering with Extended Classifier System.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2011

P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

2010

Real-Time Abnormal Event Detection in Complicated Scenes.

[BibT_eX]

[DOI]

Yinghuan Shi

Yang Gao

Ruili Wang

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Clustering with XCS and Agglomerative Rule Merging.

[BibT_eX]

[DOI]

Liangdong Shi

Yinghuan Shi

Yang Gao

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Apply ant colony optimization to Tetris.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Yinghuan Shi

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