Journal of Cognitive Neuroscience
Performance-driven hand-drawn animation
NPAR '00 Proceedings of the 1st international symposium on Non-photorealistic animation and rendering
Performance-driven hand-drawn animation
ACM SIGGRAPH 2006 Courses
Compression of facial images using the K-SVD algorithm
Journal of Visual Communication and Image Representation
Stability Analysis of Oja-RLS Learning Rule
Fundamenta Informaticae
On Relation of Image Compression and Image Association
Fundamenta Informaticae
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We present a fully automatic system for 2D model-based image coding of human faces for potential applications such as video telephony, database image compression, and face recognition. The system operates by locating a face in the input image, normalizing its scale and geometry and representing it in terms of a compact parametric image model obtained with a Karhunen-Loeve basis. This leads to a compact representation of the face that can be used for both recognition as well as image compression. Good-quality facial images are automatically generated using approximately 100-bytes worth of encoded data. The system has been successfully tested on a database of nearly 2000 facial photographs.