Dynamic shape and appearance models
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Updated: Jul 18, 2026

Three-Dimensional Shape Modeling and Analysis of Brain Structures
Published on: November 14, 2019
Gianfranco Doretto1, Stefano Soatto
1Visualization and Computer Vision Lab, GE Global Research Center, One Research Circle, Niskayuna, NY 12309, USA. doretto@research.ge.com
Abstract:
We propose a model of the joint variation of shape and appearance of portions of an image sequence. The model is conditionally linear, and can be thought of as an extension of active appearance models to exploit the temporal correlation of adjacent image frames. Inference of the model parameters can be performed efficiently using established numerical optimization techniques borrowed from finite-element analysis and system identification techniques.
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