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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 …
segmentation of medical images. While 2D models have been in use since the early 1990s …
Facial feature point detection: A comprehensive survey
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 …
assistance of abundant manually labeled images. Facial feature point detection favors many …
Active shape models-their training and application
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 …
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
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 …
of flexible objects (such as organs) seen in 2D images. The models are derived from the …
Active shape models with SIFT descriptors and MARS
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) …
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
Monitoring, recording, and predicting livestock body weight (BW) allows for timely
intervention in diets and health, greater efficiency in genetic selection, and identification of …
intervention in diets and health, greater efficiency in genetic selection, and identification of …
Face alignment in-the-wild: A survey
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 …
has received increasing attention owing to its comprehensive applications in automatic face …
3D/2D registration and segmentation of scoliotic vertebrae using statistical models
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 …
conventional radiographic views (postero-anterior and lateral), and a priori global …
Segmentation and interpretation of MR brain images. An improved active shape model
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 …
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 …
technique. While camera becomes standard configuration for personal computer (PC) and …