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Multi-Level Bayesian Models for Environment Perception

Csaba Benedek
Springer International Publishing
128.39 € · Hardcover

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

This book deals with selected problems of machine perception, using various 2D and 3D imaging sensors. It proposes several new original methods, and also provides a detailed state-of-the-art overview of existing techniques for automated, multi-level interpretation of the observed static or dynamic e...

Multi-Level Bayesian Models for Environment Perception

Csaba Benedek
Springer International Publishing
128.39 € · Paperback

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

This book deals with selected problems of machine perception, using various 2D and 3D imaging sensors. It proposes several new original methods, and also provides a detailed state-of-the-art overview of existing techniques for automated, multi-level interpretation of the observed static or dynamic e...

Multi-Level Bayesian Models for Environment Perception

Csaba Benedek
Springer International Publishing
117.69 € · eBook

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

This book deals with selected problems of machine perception, using various 2D and 3D imaging sensors. It proposes several new original methods, and also provides a detailed state-of-the-art overview of existing techniques for automated, multi-level interpretation of the observed static or dynamic e...

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