Autore	Tang Xiaoying
Pubbl/distr/stampa	Frontiers Media SA, 2019
Descrizione fisica	1 online resource (118 p.)
Soggetto topico	Neurosciences Science: general issues
Soggetto non controllato	Bayesian computational anatomy Estimation multi-modality Neuroimaging
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Altri titoli varianti	Bayesian Estimation and Inference in Computational Anatomy and Neuroimaging
Record Nr.	UNINA-9910557767603321

Autore	Grenander Ulf
Pubbl/distr/stampa	Oxford ; ; New York, : Oxford University Press, 2007
Descrizione fisica	1 online resource (633 p.)
Disciplina	511.33
Altri autori (Persone)	MillerMichael I
Collana	Oxford geographical and environmental studies Oxford scholarship online
Soggetto topico	Pattern perception Pattern recognition systems
Soggetto genere / forma	Electronic books.
ISBN	0-19-191656-0 1-280-75385-4 0-19-152311-9 1-4294-7014-3
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Contents; 1 Introduction; 2 The Bayes Paradigm, Estimation and Information Measures; 3 Probabilistic Directed Acyclic Graphs and Their Entropies; 4 Markov Random Fields on Undirected Graphs; 5 Gaussian Random Fields on Undirected Graphs; 6 The Canonical Representations of General Pattern Theory; 7 Matrix Group Actions Transforming Patterns; 8 Manifolds, Active Models, and Deformable Templates; 9 Second Order and Gaussian Fields; 10 Metrics Spaces for the Matrix Groups; 11 Metrics Spaces for the Infinite Dimensional Diffeomorphisms; 12 Metrics on Photometric and Geometric Deformable Templates 13 Estimation Bounds for Automated Object Recognition14 Estimation on Metric Spaces with Photometric Variation; 15 Information Bounds for Automated Object Recognition; 16 Computational Anatomy: Shape, Growth and Atrophy Comparison via Diffeomorphisms; 17 Computational Anatomy: Hypothesis Testing on Disease; 18 Markov Processes and Random Sampling; 19 Jump Diffusion Inference in Complex Scenes; References; Index
Record Nr.	UNINA-9910451638203321

Autore	Snyder Donald L
Edizione	[2nd ed. 1991.]
Pubbl/distr/stampa	New York, NY : , : Springer New York : , : Imprint : Springer, , 1991
Descrizione fisica	1 online resource (X, 481 p.)
Disciplina	621.382
Collana	Springer Texts in Electrical Engineering
Soggetto topico	Electrical engineering System theory Calculus of variations Communications Engineering, Networks Systems Theory, Control Calculus of Variations and Optimal Control; Optimization
ISBN	1-4612-3166-3
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	1 Point and Counting Processes: Introduction and Preliminaries -- 1.1 Introduction -- 1.2 Counting Processes -- 1.3 Organization of the Book -- 1.4 Mathematical Preliminaries -- 1.5 References -- 2 Poisson Processes -- 2.1 Introduction -- 2.2 Conditions for Temporal Poisson-Processes -- 2.3 Point-Location Statistics -- 2.4 Parameter Estimation for Temporal Poisson-Processes -- 2.5 Multidimensional Poisson-Processes -- 2.6 References -- 2.7 Problems -- 3 Translated Poisson-Processes -- 3.1 Introduction -- 3.2 Statistics of Translated Poisson-Processes -- 3.3 Estimation for Translated Poisson-Processes -- 3.4 Constrained Estimation -- 3.5 Conclusions -- 3.6 References -- 3.7 Problems -- 4 Compound Poisson-Processes -- 4.1 Introduction -- 4.2 Statistics of Compound Poisson-Processes -- 4.3 Representation of Compound Poisson-Processes -- 4.4 Estimation for Compound Poisson-Processes -- 4.5 Statistical Inference for Mixed Poisson-Processes -- 4.6 References -- 4.7 Problems -- 5 Filtered Poisson-Processes -- 5.1 Introduction -- 5.2 Superposition of Point Responses -- 5.3 Poisson Driven Markov Processes -- 5.4 References -- 5.5 Problems -- 6 Self-Exciting Point Processes -- 6.1 Introduction -- 6.2 General Self-Exciting Point Processes -- 6.3 Self-Exciting Point Processes with Limited Memory -- 6.4 References -- 6.5 Problems -- 7 Doubly Stochastic Poisson-Processes -- 7.1 Introduction -- 7.2 Counting Statistics -- 7.3 Time Statistics -- 7.4 Filtering -- 7.5 Doubly Stochastic Multidimensional Poisson-Processes -- 7.6 References -- 7.7 Problems -- Author Index -- Examples Index 473 -- Subject Index 477.
Record Nr.	UNINA-9910480376803321