Learning Local Objective Functions for Robust Face Model Fitting

Model-based techniques have proven to be successful in interpreting the large amount of information contained in images. Associated fitting algorithms search for the global optimum of an objective function, which should correspond to the best model fit in a given image. Although fitting algorithms h...

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Bibliographic Details
Published in:	IEEE transactions on pattern analysis and machine intelligence Vol. 30; no. 8; pp. 1357 - 1370
Main Authors:	Wimmer, M., Stulp, F., Pietzsch, S., Radig, B.
Format:	Journal Article
Language:	English
Published:	Los Alamitos, CA IEEE 01.08.2008 IEEE Computer Society The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Acceleration Algorithm design and analysis Algorithms Applied sciences Artificial Intelligence Computational models of vision Computer science; control theory; systems Computer Simulation Computer vision Concrete Exact sciences and technology Face - anatomy & histology Face and gesture recognition Face detection Face recognition Fittings Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Image Processing and Computer Vision Imaging, Three-Dimensional - methods Layout Learning Mathematical models Model-based coding Modeling and recovery of physical attributes Models, Anatomic Object recognition Optimization Pattern analysis Pattern matching Pattern Recognition, Automated - methods Pattern recognition. Digital image processing. Computational geometry Real time systems Reproducibility of Results Robustness Sensitivity and Specificity Shape Studies Subtraction Technique Texture Training data Vision and Scene Understanding Model-based coding Computer vision Modeling and recovery of physical attributes Shape Image Processing and Computer Vision Vision and Scene Understanding Computational models of vision Real-time systems Object recognition Texture Pattern matching Face and gesture recognition Image interpretation Objective analysis Gesture recognition Global optimum Real time system Annotation Search algorithm face and gesture recognition Model matching Scene analysis real-time systems vision and scene understanding Facies Objective function Pattern analysis Artificial intelligence
ISSN:	0162-8828, 1939-3539
Online Access:	Get full text
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