Weimin Huang

Orcid: 0000-0001-7559-9781

Affiliations:
  • Agency for Science, Technology and Research (A*STAR), Singapore


According to our database1, Weimin Huang authored at least 92 papers between 2002 and 2023.

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Bibliography

2023
A Multi-Scale Channel Attention Network for Prostate Segmentation.
IEEE Trans. Circuits Syst. II Express Briefs, May, 2023

2022
An Efficient Nonlinear Mass-Spring Model for Anatomical Virtual Reality.
IEEE Trans. Instrum. Meas., 2022

2021
Multi-level Attentive Skin Lesion Learning for Melanoma Classification.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Coronary Artery Extraction from CT Coronary Angiography with Augmentation on Partially Labelled Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Classification of Non-tumorous Facial Pigmentation Disorders Using Generative Adversarial Networks and Improved SMOTE.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

End to End Unsupervised Rigid Medical Image Registration by Using Convolutional Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Segmenting Kidney on Multiple Phase CT Images using ULBNet.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Compressed Sensing based Image Reconstruction with Projection Recovery for Limited Angle Cone-Beam CT Imaging.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Limited-Angle Computed Tomography Reconstruction using Combined FDK-Based Neural Network and U-Net.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

NMAR3: Normalized Metal Artifact Reduction for Cone Beam Computed Tomography.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
3D Inception U-Net for Aorta Segmentation using Computed Tomography Cardiac Angiography.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Medical Image Segmentation with Stochastic Aggregated Loss in a Unified U-Net.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
A Wavelet Frame Energy-based Segmentation Method for Biomedical Images.
Proceedings of the 15th International Conference on Control, 2018

Coronary Artery Segmentation by Deep Learning Neural Networks on Computed Tomographic Coronary Angiographic Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction.
IEEE Trans. Medical Imaging, 2017

A comparison of DTI pre-processing tools on a dataset of chronic subcortical stroke rehabilitation patients.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Fast segmentation and modeling of hepatic components for the planning of robot-assisted liver tumor ablation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Rodent brain extraction using B-spline based deformable model.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Stenosis detection and quantification on cardiac CTCA using panoramic MIP of coronary arteries.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Statistical modeling on motion trajectories for robotic laparoscopic surgery.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Volume Preserved Mass-Spring Model with Novel Constraints for Soft Tissue Deformation.
IEEE J. Biomed. Health Informatics, 2016

Data and feature mixed ensemble based extreme learning machine for medical object detection and segmentation.
Multim. Tools Appl., 2016

High-resolution in vivo Wistar rodent brain atlas based on T1 weighted image.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Template based rodent brain extraction and atlas mapping.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
The L<sub>0</sub> Regularized Mumford-Shah Model for Bias Correction and Segmentation of Medical Images.
IEEE Trans. Image Process., 2015

Surgical Simulation Robot with Haptics and Friction Compensation.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015

A Composite of Features for Learning-Based Coronary Artery Segmentation on Cardiac CT Angiography.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Fast TVL1-L2 MR image reconstruction using variable splitting and accelerated alternating direction method with adaptive restart.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Quantification of coronary artery Stenosis by Area Stenosis from cardiac CT angiography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Frame-based compressive sensing MR image reconstruction with balanced regularization.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A virtual surgical training system that simulates cutting of soft tissue using a modified pre-computed elastic model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Brain tumor grading based on Neural Networks and Convolutional Neural Networks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Combining EPI and motion correction for fMRI human brain images with big motion.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Evaluation of robust wave image processing methods for magnetic resonance elastography.
Comput. Biol. Medicine, 2014

Robotic learning of motion using demonstrations and statistical models for surgical simulation.
Int. J. Comput. Assist. Radiol. Surg., 2014

A Two-Stage Image Segmentation Method Using Euler's Elastica Regularized Mumford-Shah Model.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A new approach for multiphase piecewise smooth image segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Simultaneous bias correction and image segmentation via L0 regularized Mumford-Shah model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Longitudinal in-vivo volumetry study for porcine liver regeneration from CT data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Abdominal wall extraction using constrained deformable model and abdominal context.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Prostate boundary segment extraction using cascaded shape regression and optimal surface detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Proceedings of the Frontiers of Intelligent Autonomous Systems, 2013

A fixed-point augmented Lagrangian method for total variation minimization problems.
J. Vis. Commun. Image Represent., 2013

GPU-friendly gallbladder modeling in laparoscopic cholecystectomy surgical training system.
Comput. Electr. Eng., 2013

SenseViewer: A unified rendering interface of visual and haptic cues in medical images.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Modeling and Simulation of Soft Tissue Deformation.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

Planning of Middle Hepatic Vein-Guided Hemihepatectomy: Resection Pathway Construction and Optimization.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

Efficient and robust image segmentation with a new piecewise-smooth decomposition model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Segmentation of hepatic tumor from abdominal CT data using an improved support vector machine framework.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Liver tumor detection and segmentation using kernel-based extreme learning machine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Planning of hepatectomy for tumor resection: Resection surface construction and optimization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A fuzzy clustering vessel segmentation method incorporating line-direction information.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Delineation of Liver Tumors from CT Scans Using Spectral Clustering with Out-of-Sample Extension and Multi-windowing.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Shape prior regularized continuous max-flow approach to image segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Proceedings of the Intelligent Autonomous Systems 12, 2012

A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Learning laparoscopic surgery by imitation using robot trainer.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Segmentation of liver and liver tumor for the Liver-Workbench.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

3D shape decomposition and comparison for gallbladder modeling.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Segmentation of Skull Base Tumors from MRI Using a Hybrid Support Vector Machine-Based Method.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

Multiple People Activity Recognition Using MHT over DBN.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

A simulation framework for estimating wall stress distribution of abdominal aortic aneurysm.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Designing an active motor skill learning platform with a robot-assisted laparoscopic trainer.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Health and wellness monitoring through wearable and ambient sensors: exemplars from home-based care of elderly with mild dementia.
Ann. des Télécommunications, 2010

Multi-modal sensing smart spaces embedded with WSN based image camera.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Sensor based micro context for mild dementia assistance.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Situation-Aware Patient Monitoring in and around the Bed Using Multimodal Sensing Intelligence.
Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Multimodal Sleeping Posture Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multimodal Situational Awareness for Eldercare.
Proceedings of the Aging Friendly Technology for Health and Independence, 2010

2009
An Approach for Incorporating End User Knowledge into Applications of Information Extraction Classification and Fusion in Institutional Eldercare.
Proceedings of the 10th International Symposium on Pervasive Systems, 2009

2008
An Efficient Sequential Approach to Tracking Multiple Objects Through Crowds for Real-Time Intelligent CCTV Systems.
IEEE Trans. Syst. Man Cybern. Part B, 2008

2007
Tracking multiple speakers using CPHD filter.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Scene Context Modeling for Foreground Detection from a Scene in Remote Monitoring.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

A Framework of Context-Aware Object Recognition for Smart Home.
Proceedings of the Pervasive Computing for Quality of Life Enhancement, 2007

Probability Hypothesis Density Approach for Multi-camera Multi-object Tracking.
Proceedings of the Computer Vision, 2007

2006
Cooperative Multitarget Tracking With Efficient Split and Merge Handling.
IEEE Trans. Circuits Syst. Video Technol., 2006

Robust Attentive Behavior Detection by Non-linear Head Pose Embedding and Estimation.
Proceedings of the Computer Vision, 2006

2005
Gabor wavelet associative memory for face recognition.
IEEE Trans. Neural Networks, 2005

Framework for real-time behavior interpretation from traffic video.
IEEE Trans. Intell. Transp. Syst., 2005

Attentive Behavior Detection by Non-Linear Head Pose Embedding and Mapping.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Adaptive Background Subtraction with Multiple Feedbacks for Video Surveillance.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

2004
Statistical modeling of complex backgrounds for foreground object detection.
IEEE Trans. Image Process., 2004

Fast Detection of Frequent Change in Focus of Human Attention.
Proceedings of the Attention and Performance in Computational Vision, 2004

Co-operative Multi-target Tracking and Classification.
Proceedings of the Computer Vision, 2004

Multi-Camera Target Tracking in Blind Regions of Cameras with Non-overlapping Fields of View.
Proceedings of the British Machine Vision Conference, 2004

2003
Principal color representation for tracking persons.
Proceedings of the IEEE International Conference on Systems, 2003

Foreground object detection from videos containing complex background.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

2002
Foreground Object Detection in Changing Background Based on Color Co-Occurrence Statistics.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002


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