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Automatic construction of active appearance models as an image coding problem.
IEEE Trans Pattern Anal Mach Intell. 2004 Oct; 26(10):1380-4.IT

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.

Authors+Show Affiliations

Baker S
The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA. simonb@cs.cnu.edu
Matthews I
No affiliation info available
Schneider J
No affiliation info available

MeSH

AlgorithmsArtificial IntelligenceCluster AnalysisComputer GraphicsComputer SimulationImage EnhancementImage Interpretation, Computer-AssistedImaging, Three-DimensionalInformation Storage and RetrievalModels, BiologicalModels, StatisticalNumerical Analysis, Computer-AssistedPattern Recognition, AutomatedReproducibility of ResultsSensitivity and SpecificitySignal Processing, Computer-AssistedSubtraction Technique

Pub Type(s)

Comparative Study
Evaluation Study
Journal Article
Research Support, U.S. Gov't, Non-P.H.S.
Validation Study

Language

eng

PubMed ID

15641725

Citation

Baker, Simon, et al. "Automatic Construction of Active Appearance Models as an Image Coding Problem." IEEE Transactions On Pattern Analysis and Machine Intelligence, vol. 26, no. 10, 2004, pp. 1380-4.
Baker S, Matthews I, Schneider J. Automatic construction of active appearance models as an image coding problem. IEEE Trans Pattern Anal Mach Intell. 2004;26(10):1380-4.
Baker, S., Matthews, I., & Schneider, J. (2004). Automatic construction of active appearance models as an image coding problem. IEEE Transactions On Pattern Analysis and Machine Intelligence, 26(10), 1380-4.
Baker S, Matthews I, Schneider J. Automatic Construction of Active Appearance Models as an Image Coding Problem. IEEE Trans Pattern Anal Mach Intell. 2004;26(10):1380-4. PubMed PMID: 15641725.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Automatic construction of active appearance models as an image coding problem. AU - Baker,Simon, AU - Matthews,Iain, AU - Schneider,Jeff, PY - 2005/1/12/pubmed PY - 2005/2/11/medline PY - 2005/1/12/entrez SP - 1380 EP - 4 JF - IEEE transactions on pattern analysis and machine intelligence JO - IEEE Trans Pattern Anal Mach Intell VL - 26 IS - 10 N2 - 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. SN - 0162-8828 UR - https://www.unboundmedicine.com/medline/citation/15641725/Automatic_construction_of_active_appearance_models_as_an_image_coding_problem_ DB - PRIME DP - Unbound Medicine ER -