Face detection and facial feature localization without considering the appearance of image context
Image and Vision Computing
EURASIP Journal on Applied Signal Processing
Saliency model-based face segmentation and tracking in head-and-shoulder video sequences
Journal of Visual Communication and Image Representation
Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-Polar Signature
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
WSEAS Transactions on Signal Processing
Face Recognition Based on Wavelet-Curvelet-Fractal Technique
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
FaceSeg: automatic face segmentation for real-time video
IEEE Transactions on Multimedia
Object recognition of outdoor environment by segmented regions for robot navigation
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Lip contour segmentation using kernel methods and level sets
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Object analysis for outdoor environment perception using multiple features
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Inner and outer lip contour tracking using cubic curve parametric models
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Automatic segmentation of color lip images based on morphological filter
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Real time image segmentation using an adaptive thresholding approach
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
A skin detection approach based on the Dempster--Shafer theory of evidence
International Journal of Approximate Reasoning
Theory of evidence for face detection and tracking
International Journal of Approximate Reasoning
A cascade face recognition system using hybrid feature extraction
Digital Signal Processing
The symmetric logarithmic image processing model
Digital Signal Processing
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This paper deals with the low-level joint processing of color and motion for robust face analysis within a feature-based approach. To gain robustness and contrast under unsupervised viewing conditions, a nonlinear color transform relevant for hue segmentation is derived from a logarithmic model. A hierarchical segmentation scheme is based on Markov random field modeling, that combines hue and motion detection within a spatiotemporal neighborhood. Relevant face regions are segmented without parameter tuning. The accuracy of the label fields enables not only face detection and tracking but also geometrical measurements on facial feature edges, such as lips or eyes. Results are shown both on typical test sequences and on various sequences acquired from micro- or mobile-cameras. The efficiency of the method makes it suitable for real-time applications aiming at audiovisual communication in unsupervised environments.