Active shape models—their training and application
Computer Vision and Image Understanding
Automatic landmark generation for Point Distribution Models
BMVC 94 Proceedings of the conference on British machine vision (vol. 2)
Face Recognition Using Active Appearance Models
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
The Use of Active Shape Models for Locating Structures in Medical Images
IPMI '93 Proceedings of the 13th International Conference on Information Processing in Medical Imaging
Robust Real-Time Face Detection
International Journal of Computer Vision
Overview of the Face Recognition Grand Challenge
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
MORPH: A Longitudinal Image Database of Normal Adult Age-Progression
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Automatic feature localisation with constrained local models
Pattern Recognition
Locating Facial Features with an Extended Active Shape Model
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part IV
Robust modified active shape model for automatic facial landmark annotation of frontal faces
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
FRVT 2006 and ICE 2006 Large-Scale Experimental Results
IEEE Transactions on Pattern Analysis and Machine Intelligence
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The purpose of this paper is to introduce a tool that provides a GUI for generating a ground truth for landmark positions for 2D images used in computer vision applications. Further, we demonstrate via a case study that this tool greatly improves manual landmarking in the case of extremely dense (more than 250 points per images) annotation of face images with a factor of two speed up. Moreover the tool incorporates workflow technology capable of allowing multiple land-markers to work on the same set of images and for quality assurance checks. We are in the process of making this tool freely available to researchers from academia.