Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computation of component image velocity from local phase information
International Journal of Computer Vision
Phase-based binocular vergence control and depth reconstruction using active vision
CVGIP: Image Understanding
Active shape models—their training and application
Computer Vision and Image Understanding
Face recognition by elastic bunch graph matching
Intelligent biometric techniques in fingerprint and face recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Avatar-mediated face tracking and lip reading for human computer interaction
Proceedings of the 12th annual ACM international conference on Multimedia
Surface Dependent Representations for Illumination Insensitive Image Comparison
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust facial feature tracking under varying face pose and facial expression
Pattern Recognition
Gabor feature constrained statistical model for efficient landmark localization and face recognition
Pattern Recognition Letters
Multi-View Face Alignment Using 3D Shape Model for View Estimation
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face alignment based on statistical models and Gabor wavelets
International Journal of Robotics and Automation
Novel Gaussianized vector representation for improved natural scene categorization
Pattern Recognition Letters
Face alignment under various poses and expressions
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Robust active shape model construction and fitting for facial feature localization
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A learning framework for the automatic and accurate segmentation of cardiac tagged MRI images
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Robust face alignment based on hierarchical classifier network
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Applying artificial neural networks for face recognition
Advances in Artificial Neural Systems
Lucas-Kanade based entropy congealing for joint face alignment
Image and Vision Computing
Digital paparazzi: spotting celebrities in professional photo libraries
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
EM-GPA: Generalized Procrustes analysis with hidden variables for 3D shape modeling
Computer Vision and Image Understanding
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Active Shape Model (ASM) is a powerful statistical tool for face alignment by shape. However, it can suffer from changes in illumination and facial expression changes, and local minima in optimization. In this paper, we present a method, W-ASM, in which Gabor wavelet features are used for modeling local image structure. The magnitude and phase of Gabor features contain rich information about the local structural features of face images to be aligned, and provide accurate guidance for search. To a large extent, this repairs defects in gray scale based search. An E-M algorithm is used to model the Gabor feature distribution, and a coarse-to-fine grained search is used to position local features in the image. Experimental results demonstrate the ability of WASM to accurately align and locate facial features.