Equivalence of Julesz ensembles and FRAME models

DOI10.1023/A:1008199424771zbMath1012.68692OpenAlexW1556724575MaRDI QIDQ1857908

Song-Chun Zhu, Xiuwen Liu, Ying Nian Wu

Publication date: 19 February 2003

Published in: International Journal of Computer Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1008199424771

zbMATH Keywords

large deviationKullback-Leibler divergenceMarkov random fieldsensemble equivalenceentropy functionsFRAME modelsJulesz ensembles

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Computing methodologies and applications (68U99) Machine vision and scene understanding (68T45)

Related Items (6)

Video primal sketch: a unified middle-level representation for video ⋮ From information scaling of natural images to regimes of statistical models ⋮ Texture synthesis and nonparametric resampling of random fields ⋮ Optimal Factor Analysis and Applications to Content-Based Image Retrieval ⋮ Maximum Entropy Methods for Texture Synthesis: Theory and Practice ⋮ A tale of three probabilistic families: Discriminative, descriptive, and generative models

Uses Software

• tsbridge
• EMD

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