Multi-Level Bayesian Models for Environment Perception

Multi-Level Bayesian Models for Environment Perception

Benedek, Csaba

Springer Nature Switzerland AG

04/2022

202

Dura

Inglês

9783030836535

15 a 20 dias

494

Descrição não disponível.

Introduction.- Fundamentals. - Bayesian models for Dynamic Scene Analysis.- Multi-layer label fusion models.- Multitemporal data analysis with Marked Point Processes. - Multi-level object population analysis with an EMPP model.- Concluding Remarks.- References.- Index.

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Bayesian modeling;Stochastic optimization;Markov Random Fields;Marked Point Processes;Computer vision;Hierarchical models;Spatiotemporal analysis;Dynamic Scene Analysis;Multi-level object population analysis;Remote Sensing/Photogrammetry