List of works - Stephen Baek

3D Volume Drawing on a Potter's Wheel

scientific article published in May 2014

4D Cardiac Motion Modeling Using Pair-Wise Mesh Registration

scientific article published in 2019

A quantitative assessment of variations in the palm surface area as a percentage of total body surface area within the general population

scientific article published in 2018

An algorithm for estimating surface normal from its boundary curves

scientific article published on 6 December 2014

Automated bone landmarks prediction on the femur using anatomical deformation technique

scientific article published in February 2013

Automatic detection of inferior alveolar nerve canal from cone-beam computed tomography images for dental surgery planning

scientific article published in January 2014

Body shape matters: Evidence from machine learning on body shape-income relationship

Convolutional neural networks for large-scale dynamical modeling of itinerant magnets

scientific article published on 14 September 2023

Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials

scientific article published on 06 August 2020

Deep segmentation networks predict survival of non-small cell lung cancer ⬇️

scientific article published on 21 November 2019

ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines

scientific article published in September 2016

Embedded spectral descriptors: learning the point-wise correspondence metric via Siamese neural networks

Evaluation of handheld products by computing user hand fatigue

scientific article published in February 2010

Extreme Learning Machines for VISualization+R: Mastering Visualization with Target Variables

scientific article published on 22 December 2017

GaFinC: Gaze and Finger Control interface for 3D model manipulation in CAD application

scientific article published in January 2014

Human-airway surface mesh smoothing based on graph convolutional neural networks

scientific article published in April 2024

Isometric shape interpolation

scientific article published in February 2015

Machine Learning Prediction of Fall Risk in Older Adults Using Timed Up and Go Test Kinematics

scientific article published on 17 May 2021

Machine learning aided exploration of relationship between strength and elastic properties in ascending thoracic aneurysm.

scientific article published on 4 March 2018

Mesh repairing using topology graphs

scientific article published on 3 December 2020

Mesh segmentation via geodesic curvature flow

scientific article published on 5 March 2018

Modeling and Forecasting Short-Term Power Load With Copula Model and Deep Belief Network

scientific article published in April 2019

PARC: Physics-aware recurrent convolutional neural networks to assimilate meso scale reactive mechanics of energetic materials

scientific article published on 28 April 2023

Parametric human body modelling system for virtual garment fitting

scientific article published in 2013

Parametric human body shape modeling framework for human-centered product design

scientific article published in January 2012

Physics-aware recurrent convolutional neural networks for modeling multiphase compressible flows

scientific article published in May 2024

Shape Terra: mechanical feature recognition based on a persistent heat signature

scientific article published on 16 September 2016

Statistical foot-shape analysis for mass-customisation of footwear

scientific article published in 2016

ZerNet: Convolutional Neural Networks on Arbitrary Surfaces Via Zernike Local Tangent Space Estimation

scholarly article by Zhiyu Sun et al published 20 May 2020 in Computer Graphics Forum: the international journal of the Eurographics Association

List of works by Stephen Baek