Statistical shape models for 3D medical image segmentation: a review

T Heimann, HP Meinzer - Medical image analysis, 2009 - Elsevier
Statistical shape models (SSMs) have by now been firmly established as a robust tool for
segmentation of medical images. While 2D models have been in use since the early 1990s …

Facial feature point detection: A comprehensive survey

N Wang, X Gao, D Tao, H Yang, X Li - Neurocomputing, 2018 - Elsevier
This paper presents a comprehensive survey of facial feature point detection with the
assistance of abundant manually labeled images. Facial feature point detection favors many …

Active shape models-their training and application

TF Cootes, CJ Taylor, DH Cooper, J Graham - Computer vision and image …, 1995 - Elsevier
Model-based vision is firmly established as a robust approach to recognizing and locating
known rigid objects in the presence of noise, clutter, and occlusion. It is more problematic to …

Use of active shape models for locating structures in medical images

TF Cootes, A Hill, CJ Taylor, J Haslam - Image and vision computing, 1994 - Elsevier
This paper describes a technique for building compact models of the shape and appearance
of flexible objects (such as organs) seen in 2D images. The models are derived from the …

Active shape models with SIFT descriptors and MARS

S Milborrow, F Nicolls - 2014 international conference on …, 2014 - ieeexplore.ieee.org
We present a technique for locating landmarks in images of human faces. We replace the
1D gradient profiles of the classical Active Shape Model (ASM)(Cootes and Taylor, 1993) …

ASAS-NANP SYMPOSIUM: Applications of machine learning for livestock body weight prediction from digital images

Z Wang, S Shadpour, E Chan, V Rotondo… - Journal of animal …, 2021 - academic.oup.com
Monitoring, recording, and predicting livestock body weight (BW) allows for timely
intervention in diets and health, greater efficiency in genetic selection, and identification of …

Face alignment in-the-wild: A survey

X **, X Tan - Computer Vision and Image Understanding, 2017 - Elsevier
Over the last two decades, face alignment or localizing fiducial facial points on 2D images
has received increasing attention owing to its comprehensive applications in automatic face …

3D/2D registration and segmentation of scoliotic vertebrae using statistical models

S Benameur, M Mignotte, S Parent, H Labelle… - … Medical Imaging and …, 2003 - Elsevier
We propose a new 3D/2D registration method for vertebrae of the scoliotic spine, using two
conventional radiographic views (postero-anterior and lateral), and a priori global …

Segmentation and interpretation of MR brain images. An improved active shape model

N Duta, M Sonka - IEEE transactions on medical imaging, 1998 - ieeexplore.ieee.org
This paper reports a novel method for fully automated segmentation that is based on
description of shape and its variation using point distribution models (PDM's). An …

Face as mouse through visual face tracking

J Tu, T Huang, H Tao - … on Computer and Robot Vision (CRV'05 …, 2005 - ieeexplore.ieee.org
This paper introduces a novel camera mouse driven by 3D model based visual face tracking
technique. While camera becomes standard configuration for personal computer (PC) and …