Shaoting Zhang

According to our database1, Shaoting Zhang authored at least 142 papers between 2005 and 2019.

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Bibliography

2019
Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach.
IEEE Trans. Human-Machine Systems, 2019

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Computational modeling of cellular structures using conditional deep generative networks.
Bioinformatics, 2019

ImWeb: cross-platform immersive web browsing for online 3D neuron database exploration.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Residual Attention Based Network for Hand Bone Age Assessment.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Large-scale Exploration of Neuronal Morphologies Using Deep Learning and Augmented Reality.
Neuroinformatics, 2018

Large-scale retrieval for medical image analytics: A comprehensive review.
Medical Image Analysis, 2018

Toward Personalized Modeling: Incremental and Ensemble Alignment for Sequential Faces in the Wild.
International Journal of Computer Vision, 2018

Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep feature representation for the computational analytics of 3D neuronal morphology.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

CR-GAN: Learning Complete Representations for Multi-view Generation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Quantized Densely Connected U-Nets for Efficient Landmark Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition.
IEEE Trans. Cybernetics, 2017

Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization.
IEEE Trans. Circuits Syst. Video Techn., 2017

Indexing and mining large-scale neuron databases using maximum inner product search.
Pattern Recognition, 2017

Guest Editorial: Special issue on advances in computing techniques for big medical image data.
Neurocomputing, 2017

Choroid segmentation from Optical Coherence Tomography with graph-edge weights learned from deep convolutional neural networks.
Neurocomputing, 2017

Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration.
Proceedings of the Information Processing in Medical Imaging, 2017

Cancer Metastasis Detection via Spatially Structured Deep Network.
Proceedings of the Information Processing in Medical Imaging, 2017

Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.
IEEE Trans. Med. Imaging, 2016

Fusing Heterogeneous Features From Stacked Sparse Autoencoder for Histopathological Image Analysis.
IEEE J. Biomedical and Health Informatics, 2016

Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases.
Neuroinformatics, 2016

Large-Scale medical image analytics: Recent methodologies, applications and Future directions.
Medical Image Analysis, 2016

Scalable histopathological image analysis via supervised hashing with multiple features.
Medical Image Analysis, 2016

A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification.
Computer Vision and Image Understanding, 2016

Multimodal Deep Learning for Cervical Dysplasia Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Recognizing End-Diastole and End-Systole Frames via Deep Temporal Regression Network.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Maximum inner product search for morphological retrieval of large-scale neuron data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Visual Tracking with Reliable Memories.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Embedding Label Structures for Fine-Grained Feature Representation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multispectral Deep Neural Networks for Pedestrian Detection.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval.
IEEE Trans. Med. Imaging, 2015

Robust Low-Dose CT Perfusion Deconvolution via Tensor Total-Variation Regularization.
IEEE Trans. Med. Imaging, 2015

Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues.
IEEE Trans. Cybernetics, 2015

Computer-Aided Diagnosis of Mammographic Masses Using Scalable Image Retrieval.
IEEE Trans. Biomed. Engineering, 2015

Query Specific Rank Fusion for Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

High-throughput histopathological image analysis via robust cell segmentation and hashing.
Medical Image Analysis, 2015

A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning.
Medical Image Analysis, 2015

Multi-Pose and Occluded Facial Landmark Localization Via Sparse Shape Representation.
International Journal on Artificial Intelligence Tools, 2015

From circle to 3-sphere: Head pose estimation by instance parameterization.
Computer Vision and Image Understanding, 2015

Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials.
Comp. Med. Imag. and Graph., 2015

Sparsity techniques in medical imaging.
Comp. Med. Imag. and Graph., 2015

Toward consistent cell segmentation: quality assessment of cell segments via appearance and geometry features.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Fusing heterogeneous features for the image-guided diagnosis of intraductal breast lesions.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Automated anatomical landmark detection ondistal femur surface using convolutional neural network.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Leveraging coupled multi-index for scalable retrieval of mammographic masses.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Weighted Hashing with Multiple Cues for Cell-Level Analysis of Histopathological Images.
Proceedings of the Information Processing in Medical Imaging, 2015

Learning Binary Codes for Maximum Inner Product Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

PIEFA: Personalized Incremental and Ensemble Face Alignment.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Three-dimensional head pose estimation in-the-wild.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Solving a Special Type of Jigsaw Puzzles: Banknote Reconstruction From a Large Number of Fragments.
IEEE Trans. Multimedia, 2014

Feature Matching with Affine-Function Transformation Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Deformable models with sparsity constraints for cardiac motion analysis.
Medical Image Analysis, 2014

Blue noise sampling method based on mixture distance.
J. Electronic Imaging, 2014

Non-manual grammatical marker recognition based on multi-scale, spatio-temporal analysis of head pose and facial expressions.
Image Vision Comput., 2014

Mining Histopathological Images via Composite Hashing and Online Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Detection of Mammographic Masses by Content-Based Image Retrieval.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Tensor Total-Variation Regularized Deconvolution for Efficient Low-Dose CT Perfusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Scalable Histopathological Image Analysis via Active Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Mining histopathological images via hashing-based scalable image retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Robust and efficient 3D registration via depth map-based feature point matching in image-guided neurosurgery.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable sparse shape composition and its application to liver surgical planning.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Myocardium segmentation combining T2 and DE MRI using Multi-Component Bivariate Gaussian mixture model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable mammogram retrieval using Anchor Graph Hashing.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Computer-aided diagnosis of mammographic masses using vocabulary tree-based image retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Morphological analysis of the papillary muscles and the trabeculae.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Head Pose Estimation by Instance Parameterization.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
A review of motion analysis methods for human Nonverbal Communication Computing.
Image Vision Comput., 2013

3D anatomical shape atlas construction using mesh quality preserved deformable models.
Computer Vision and Image Understanding, 2013

Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Localization of Multi-pose and Occluded Facial Features via Sparse Shape Representation.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Mouse LV 3D motion and strain analysis using tagged MRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer'S disease.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Practical patient-specific cardiac blood flow simulations using SPH.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

High resolution cardiac shape registration using Ricci flow.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Sparse Deformable Models with Application to Cardiac Motion Analysis.
Proceedings of the Information Processing in Medical Imaging, 2013

Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles.
Proceedings of the Information Processing in Medical Imaging, 2013

Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Automated analysis of interactional synchrony using robust facial tracking and expression recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Recognizing eyebrow and periodic head gestures using CRFs for non-manual grammatical marker detection in ASL.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Segmentation using Sparse Shape Composition and minimally supervised method in liver surgery planning system.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Large Scale Medical Image Search via Unsupervised PCA Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Automatic Image Annotation and Retrieval Using Group Sparsity.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Deformable segmentation via sparse representation and dictionary learning.
Medical Image Analysis, 2012

Towards robust and effective shape modeling: Sparse shape composition.
Medical Image Analysis, 2012

Temporal Spectral Residual for fast salient motion detection.
Neurocomputing, 2012

Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Simplified Labeling Process for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

3D Anatomical Shape Atlas Construction Using Mesh Quality Preserved Deformable Models.
Proceedings of the Mesh Processing in Medical Image Analysis 2012, 2012

Left endocardium tracking via collaborative trackers and shape prior.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Efficient sparse shape composition with its applications in biomedical image analysis: An overview.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Segmentation of myocardium using deformable regions and graph cuts.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Left endocardium segmentation using spatio-temporal Metamorphs.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Query Specific Fusion for Image Retrieval.
Proceedings of the Computer Vision - ECCV 2012, 2012

Background Subtraction Using Low Rank and Group Sparsity Constraints.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Composite splitting algorithms for convex optimization.
Computer Vision and Image Understanding, 2011

Robust mesh editing using Laplacian coordinates.
Graphical Models, 2011

Deformable Segmentation via Sparse Shape Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Automatic Alignment of Brain MR Scout Scans Using Data-adaptive Multi-structural Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D segmentation of rodent brain structures using Active Volume Model with shape priors.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Group sparsity based classification for cervigram segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A 3D Laplacian-driven parametric deformable model.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Optimal object matching via convexification and composition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

4D Cardiac Reconstruction Using High Resolution CT Images.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Sparse shape composition: A new framework for shape prior modeling.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Cervigram image segmentation based on reconstructive sparse representations.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Efficient MR Image Reconstruction for Compressed MR Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Discriminative sparse representations for cervigram image segmentation.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Skeleton Based As-Rigid-As-Possible Volume Modeling.
Proceedings of the Eurographics 2010 - Short Papers, Norrköping, Sweden, May 3-7, 2010, 2010

Hybrid Mesh Editing.
Proceedings of the Eurographics 2010 - Short Papers, Norrköping, Sweden, May 3-7, 2010, 2010

Fast Optimization for Mixture Prior Models.
Proceedings of the Computer Vision, 2010

Automatic image annotation using group sparsity.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Image retrieval via probabilistic hypergraph ranking.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Segmentation of Rodent Brains from MRI Based on a Novel Statistical Structure Prediction Method.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

LV Surface Reconstruction from Sparse TMRI Using Laplacian Surface Deformation and Optimization.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

3D segmentation of rodent brains using deformable models and variational methods.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2006
The Framework for Real-Time Simulation of Deformable Soft-Tissue Using a Hybrid Elastic Model.
Proceedings of the Biomedical Simulation, Third International Symposium, 2006

Real-Time Simulation for Global Deformation of Soft Tissue Using Deformable Centerline and Medial Representation.
Proceedings of the Biomedical Simulation, Third International Symposium, 2006

Real-Time Virtual Surgery Simulation Employing MM-Model and Adaptive Spatial Hash.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2006

2005
Real-Time Simulation of Deformable Soft Tissue Based on Mass-Spring and Medial Representation.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005


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