Automatic construction of active appearance models as an image coding problem
- 16 August 2004
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in Ieee Transactions On Pattern Analysis and Machine Intelligence
- Vol. 26 (10), 1380-1384
- https://doi.org/10.1109/tpami.2004.77
Abstract
The automatic construction of active appearance models (AAMs) is usually posed as finding the location of the base mesh vertices in the input training images. In this paper, we repose the problem as an energy-minimizing image coding problem and propose an efficient gradient-descent algorithm to solve it.Keywords
This publication has 18 references indexed in Scilit:
- Active Appearance Models RevisitedInternational Journal of Computer Vision, 2004
- Multidimensional morphable modelsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Active blobsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Separating appearance from deformationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Automatic learning of appearance face modelsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Automatically building appearance models from image sequences using salient featuresImage and Vision Computing, 2002
- A morphable model for the synthesis of 3D facesPublished by Association for Computing Machinery (ACM) ,1999
- Transformed component analysis: joint estimation of spatial transformations and image componentsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1999
- Linear object classes and image synthesis from a single example imageIeee Transactions On Pattern Analysis and Machine Intelligence, 1997
- Automatic interpretation and coding of face images using flexible modelsIeee Transactions On Pattern Analysis and Machine Intelligence, 1997