Yinghuan Shi

发表

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

Yinghuan Shi, Yang Gao, Hujun Yin, 2018, IEEE Transactions on Cybernetics.

Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering

Yinghuan Shi, Yang Gao, Xiaolong Qi, 2016, IDEAL.

Clustering with XCS and Agglomerative Rule Merging

Yinghuan Shi, Yang Gao, Liangdong Shi, 2009, IDEAL.

Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso

Yinghuan Shi, Shu Liao, Yaozong Gao, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective

Yinghuan Shi, Hao Wang, Wanqi Yang, 2020, IEEE Journal of Biomedical and Health Informatics.

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

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

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

Yinghuan Shi, Qian Yu, Yakang Dai, 2018, IEEE Transactions on Image Processing.

Interactive prostate segmentation using atlas-guided semi-supervised learning and adaptive feature selection.

Yinghuan Shi, Yaozong Gao, Dinggang Shen, 2014, Medical physics.

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

Yinghuan Shi, Yang Gao, Xiaohuan Cao, 2019, IEEE Transactions on Medical Imaging.

MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling

Yinghuan Shi, Chunfeng Lian, Junfeng Zhang, 2020 .

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.

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

Yinghuan Shi, Shu Liao, Yaozong Gao, 2016, Neurocomputing.

Online Deep Metric Learning pdf

Yinghuan Shi, Yang Gao, Wenbin Li, 2018, ArXiv.

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).

Interactive medical image segmentation via a point-based interaction

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

Manifold Alignment for Semantically Aligned Style Transfer pdf

Yinghuan Shi, Jing Huo, Jing Wu, 2020, ArXiv.

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

Yinghuan Shi, Ming Yang, Yang Gao, 2018, IEEE Transactions on Neural Networks and Learning Systems.

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

Yinghuan Shi, Yang Gao, Ruili Wang, 2011, IDEAL.

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).

Apply ant colony optimization to Tetris

Yinghuan Shi, Yang Gao, Hao Wang, 2009, GECCO '09.

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

Yinghuan Shi, Yang Gao, Wenbin Li, 2020, ArXiv.

Joint Coupled-Feature Representation and Coupled Boosting for Alzheimer's Disease Diagnosis

Yinghuan Shi, Yang Gao, Heung-Il Suk, 2014 .

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

Yinghuan Shi, Lei Wang, Lei Qi, 2019, IEEE Transactions on Circuits and Systems for Video Technology.

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

Yinghuan Shi, Sang Hyun Park, Ming Yang, 2019, IEEE Journal of Biomedical and Health Informatics.

Image Super Resolution via Visual Prior Based Digital Image Characteristics

Yinghuan Shi, Yang Gao, Hujun Yin, 2013, IDEAL.

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

Yinghuan Shi, Dinggang Shen, Wenbin Li, 2017, AAAI.

Accelerating Deep Neural Networks by Combining Block-Circulant Matrices and Low-Precision Weights

Yinghuan Shi, Li Li, Xuan Chen, 2019 .

Asymmetric Distribution Measure for Few-shot Learning pdf

Yinghuan Shi, Jiebo Luo, Jing Huo, 2020, IJCAI.

A Fast Distributed Classification Algorithm for Large-Scale Imbalanced Data

Yinghuan Shi, Yang Gao, Huihui Wang, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Class Distribution Alignment for Adversarial Domain Adaptation pdf

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

Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation pdf

Yinghuan Shi, Yang Gao, Ziqi Zhou, 2021, IEEE Transactions on Medical Imaging.

Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold Regularization

Yinghuan Shi, Yaozong Gao, Dinggang Shen, 2014, MLMI.

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

Yinghuan Shi, Yang Gao, Dinggang Shen, 2017, MLMI@MICCAI.

Transductive cost-sensitive lung cancer image classification

Yinghuan Shi, Yang Gao, Ying Zhang, 2012, Applied Intelligence.

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks.

Yinghuan Shi, Yang Gao, Dinggang Shen, 2019, IEEE transactions on medical imaging.

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

Yinghuan Shi, Chunfeng Lian, Junfeng Zhang, 2020, ArXiv.

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

Yinghuan Shi, Yang Gao, Dinggang Shen, 2017, MICCAI.

A Mask Based Deep Ranking Neural Network for Person Retrieval

Yinghuan Shi, Lei Wang, Lei Qi, 2019, 2019 IEEE International Conference on Multimedia and Expo (ICME).

Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis

Yinghuan Shi, Yang Gao, Dinggang Shen, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

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

Yinghuan Shi, Li Wang, Luping Zhou, 2015 .

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

Yinghuan Shi, Yang Gao, Ming Yang, 2014, Applied Intelligence.

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

Yinghuan Shi, Yang Gao, Ruili Wang, 2017, IEEE Transactions on Cybernetics.

Leveraging Coupled Interaction for Multimodal Alzheimer’s Disease Diagnosis

Yinghuan Shi, Yang Gao, Heung-Il Suk, 2020, IEEE Transactions on Neural Networks and Learning Systems.

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.

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

Yinghuan Shi, Yang Gao, Huihui Wang, 2016, IDEAL.

Automatic Data Augmentation by Learning the Deterministic Policy pdf

Yinghuan Shi, Jiwen Lu, Yong Liu, 2019, ArXiv.

Special issue on machine learning in medical imaging

Li Wang, Yinghuan Shi, Ghassan Hamarneh, 2019, Comput. Medical Imaging Graph..

Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective pdf

Yinghuan Shi, Hao Wang, Wanqi Yang, 2020, IEEE Journal of Biomedical and Health Informatics.

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

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

MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification

Yinghuan Shi, Jing Huo, Kelei He, 2019, PRICAI.

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).

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

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

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

Yinghuan Shi, Lei Wang, Lei Qi, 2019, ArXiv.

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

Yinghuan Shi, Yajun Ha, Yang Gao, 2020, IEEE Transactions on Circuits and Systems I: Regular Papers.

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

Yinghuan Shi, Shu Liao, Yaozong Gao, 2013, IPMI.

Interactive image segmentation via cascaded metric learning

Yinghuan Shi, Yang Gao, Wenbin Li, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Variation Robust Cross-Modal Metric Learning for Caricature Recognition

Yinghuan Shi, Yang Gao, Hujun Yin, 2017, ACM Multimedia.

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

Yinghuan Shi, Yang Gao, Longbing Cao, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Xcsc: a Novel Approach to Clustering with Extended Classifier System

Yinghuan Shi, Yang Gao, Lin Shang, 2011, Int. J. Neural Syst..

WebCaricature: a benchmark for caricature face recognition pdf

Yinghuan Shi, Yang Gao, Wenbin Li, 2017, ArXiv.

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

Yinghuan Shi, Yang Gao, Jing Huo, 2014, IDEAL.

Image-Guided Radiotherapy with Machine Learning

Yinghuan Shi, Shu Liao, Yaozong Gao, 2015 .

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

Yinghuan Shi, Jianrong Chen, Jing Huo, 2019, ACM Multimedia.

WebCaricature: a benchmark for caricature recognition

Yinghuan Shi, Yang Gao, Wenbin Li, 2017, BMVC.

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

Yinghuan Shi, Wenbin Li, Jiebo Luo, 2018, ACCV.

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

Yinghuan Shi, Yang Gao, Ming Yang, 2018, Distributed and Parallel Databases.

Multimodal Sparse Representation-Based Classification for Lung Needle Biopsy Images

Yinghuan Shi, Yang Gao, Ying Zhang, 2013, IEEE Transactions on Biomedical Engineering.

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

Yinghuan Shi, Dinggang Shen, Yang Gao, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Xiaocong Fan, Yinghuan Shi, Yang Gao, 2018, IEEE Journal of Selected Topics in Signal Processing.

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

Yinghuan Shi, Shu Liao, Yaozong Gao, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

Yinghuan Shi, Qian Yu, Yefeng Zheng, 2020, ArXiv.

Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings

Yinghuan Shi, Heung-Il Suk, Mingxia Liu, 2018, MLMI@MICCAI.

Differentiable Meta-learning Model for Few-shot Semantic Segmentation

Yinghuan Shi, Lei Wang, Lei Qi, 2019, AAAI.

Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification pdf

Yinghuan Shi, Lei Wang, Lei Qi, 2019, IEEE Transactions on Circuits and Systems for Video Technology.

Cross-Modal Metric Learning for AUC Optimization

Yinghuan Shi, Yang Gao, Hujun Yin, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Modelling Diffusion Process by Deep Neural Networks for Image Retrieval

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

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

Yinghuan Shi, Yang Gao, Huihui Wang, 2017, IDEAL.

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

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

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

Yinghuan Shi, Yang Gao, Wenbin Li, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

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

Yinghuan Shi, Yang Gao, Hujun Yin, 2013, IDEAL.

Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation

Yinghuan Shi, Yefeng Zheng, Yang Gao, 2020, Pattern Recognit..

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

Yinghuan Shi, Jian Zhang, Yang Gao, 2020, ArXiv.

Diversity Helps: Unsupervised Few-shot Learning via Distribution Shift-based Data Augmentation

Yinghuan Shi, Yang Gao, Wenbin Li, 2020 .

Real-Time Abnormal Event Detection in Complicated Scenes

Yinghuan Shi, Yang Gao, Ruili Wang, 2010, 2010 20th International Conference on Pattern Recognition.

The Automatic Identification of Butterfly Species pdf

Yinghuan Shi, Fuzhen Zhuang, Junping Zhang, 2018, ArXiv.

Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition

Yinghuan Shi, Yang Gao, Hujun Yin, 2016, ACM Multimedia.

Feature-based Style Randomization for Domain Generalization pdf

Yinghuan Shi, Lei Qi, Yang Gao, 2021, ArXiv.

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization pdf

Yinghuan Shi, Dong Ni, Xin Yang, 2021, ArXiv.

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

Yinghuan Shi, Jian Zhang, Lei Qi, 2021, ArXiv.

Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization pdf

Yinghuan Shi, Yang Gao, Lei Qi, 2021, ArXiv.

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

Yinghuan Shi, Dinggang Shen, Feng Shi, 2021, Medical Image Analysis.

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

Yinghuan Shi, Yang Gao, Lei Qi, 2021, ArXiv.

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

Yinghuan Shi, Lei Qi, Yang Gao, 2021, ACM Trans. Multim. Comput. Commun. Appl..

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

Yinghuan Shi, Lei Wang, Lei Qi, 2021, ArXiv.

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

Yinghuan Shi, Lei Qi, Yang Gao, 2021, ArXiv.

Mining Latent Classes for Few-shot Segmentation pdf

Yinghuan Shi, Lei Qi, Yang Gao, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Generalizable model-agnostic semantic segmentation via target-specific normalization

Yinghuan Shi, Yang Gao, Jian Zhang, 2020, Pattern Recognit..

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation

Yinghuan Shi, Jiwen Lu, Yang Gao, 2021, IEEE Transactions on Medical Imaging.

LibFewShot: A Comprehensive Library for Few-shot Learning pdf

Yinghuan Shi, Ziyi Wang, Yang Gao, 2021, ArXiv.

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

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

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

Yinghuan Shi, Qian Yu, Jianbing Zhu, 2018 .

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

Yinghuan Shi, Luping Zhou, Jing Huo, 2019 .