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Computational Information Geometry [[electronic resource] ] : For Image and Signal Processing / / edited by Frank Nielsen, Frank Critchley, Christopher T. J. Dodson
Computational Information Geometry [[electronic resource] ] : For Image and Signal Processing / / edited by Frank Nielsen, Frank Critchley, Christopher T. J. Dodson
Edizione [1st ed. 2017.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica 1 online resource (XII, 299 p. 79 illus.)
Disciplina 516
Collana Signals and Communication Technology
Soggetto topico Signal processing
Image processing
Speech processing systems
Statistics 
Probabilities
Coding theory
Information theory
Biomedical engineering
Signal, Image and Speech Processing
Statistics and Computing/Statistics Programs
Probability Theory and Stochastic Processes
Coding and Information Theory
Biomedical Engineering and Bioengineering
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Medical Applications -- Cognition and Learning -- Video Image Analysis -- Advanced Radar Processing.
Record Nr. UNINA-9910155304203321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Emerging Trends in Visual Computing [[electronic resource] ] : LIX Fall Colloquium, ETVC 2008, Palaiseau, France, November 18-20, 2008, Revised Selected and Invited Papers / / edited by Frank Nielsen
Emerging Trends in Visual Computing [[electronic resource] ] : LIX Fall Colloquium, ETVC 2008, Palaiseau, France, November 18-20, 2008, Revised Selected and Invited Papers / / edited by Frank Nielsen
Edizione [1st ed. 2009.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Descrizione fisica 1 online resource (XII, 386 p.)
Disciplina 004
Collana Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico Application software
Computer programming
Computers
Optical data processing
Artificial intelligence
Computer graphics
Computer Applications
Programming Techniques
Theory of Computation
Image Processing and Computer Vision
Artificial Intelligence
Computer Graphics
ISBN 3-642-00826-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Geometric Computing -- Abstracts of the LIX Fall Colloquium 2008: Emerging Trends in Visual Computing -- From Segmented Images to Good Quality Meshes Using Delaunay Refinement -- Information Geometry and Applications -- Discrete Curvature Flows for Surfaces and 3-Manifolds -- Information Geometry and Its Applications: Convex Function and Dually Flat Manifold -- Computational Geometry from the Viewpoint of Affine Differential Geometry -- Interactions between Symmetric Cone and Information Geometries: Bruhat-Tits and Siegel Spaces Models for High Resolution Autoregressive Doppler Imagery -- Clustering Multivariate Normal Distributions -- Computer Graphics and Vision -- Intrinsic Geometries in Learning -- Shape from Depth Discontinuities -- Computational Photography: Epsilon to Coded Photography -- Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification -- Information Retrieval -- Constant-Working-Space Algorithms for Image Processing -- Sparse Multiscale Patches for Image Processing -- Medical Imaging and Computational Anatomy -- Recent Advances in Large Scale Image Search -- Information Theoretic Methods for Diffusion-Weighted MRI Analysis -- Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy.
Record Nr. UNISA-996465938303316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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Emerging Trends in Visual Computing [[electronic resource] ] : LIX Fall Colloquium, ETVC 2008, Palaiseau, France, November 18-20, 2008, Revised Selected and Invited Papers / / edited by Frank Nielsen
Emerging Trends in Visual Computing [[electronic resource] ] : LIX Fall Colloquium, ETVC 2008, Palaiseau, France, November 18-20, 2008, Revised Selected and Invited Papers / / edited by Frank Nielsen
Edizione [1st ed. 2009.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Descrizione fisica 1 online resource (XII, 386 p.)
Disciplina 004
Collana Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico Application software
Computer programming
Computers
Optical data processing
Artificial intelligence
Computer graphics
Computer Applications
Programming Techniques
Theory of Computation
Image Processing and Computer Vision
Artificial Intelligence
Computer Graphics
ISBN 3-642-00826-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Geometric Computing -- Abstracts of the LIX Fall Colloquium 2008: Emerging Trends in Visual Computing -- From Segmented Images to Good Quality Meshes Using Delaunay Refinement -- Information Geometry and Applications -- Discrete Curvature Flows for Surfaces and 3-Manifolds -- Information Geometry and Its Applications: Convex Function and Dually Flat Manifold -- Computational Geometry from the Viewpoint of Affine Differential Geometry -- Interactions between Symmetric Cone and Information Geometries: Bruhat-Tits and Siegel Spaces Models for High Resolution Autoregressive Doppler Imagery -- Clustering Multivariate Normal Distributions -- Computer Graphics and Vision -- Intrinsic Geometries in Learning -- Shape from Depth Discontinuities -- Computational Photography: Epsilon to Coded Photography -- Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification -- Information Retrieval -- Constant-Working-Space Algorithms for Image Processing -- Sparse Multiscale Patches for Image Processing -- Medical Imaging and Computational Anatomy -- Recent Advances in Large Scale Image Search -- Information Theoretic Methods for Diffusion-Weighted MRI Analysis -- Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy.
Record Nr. UNINA-9910483441003321
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part I / / edited by Frank Nielsen and Frédéric Barbaresco
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part I / / edited by Frank Nielsen and Frédéric Barbaresco
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Descrizione fisica 1 online resource (640 pages)
Disciplina 516.00285
Collana Lecture Notes in Computer Science
Soggetto topico Computer science - Mathematics
Information science
Geometry - Data processing
Artificial intelligence
ISBN 3-031-38271-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Geometry and machine learning -- Divergences and computational information geometry -- Statistics, topology and shape spaces -- Geometry and mechanics -- Geometry, learning dynamics and thermodynamics -- Quantum information geometry -- Geometry and biological structures -- Geometry and applications.
Record Nr. UNINA-9910736004503321
Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part II / / Frank Nielsen and Frédéric Barbaresco, editors
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part II / / Frank Nielsen and Frédéric Barbaresco, editors
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Descrizione fisica 1 online resource (669 pages)
Disciplina 516.00285
Collana Lecture Notes in Computer Science
Soggetto topico Computer science - Mathematics
Information science
Geometry - Data processing
Artificial intelligence
ISBN 3-031-38299-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Geometry and machine learning -- Divergences and computational information geometry -- Statistics, topology and shape spaces -- Geometry and mechanics -- Geometry, learning dynamics and thermodynamics -- Quantum information geometry -- Geometry and biological structures -- Geometry and applications.
Record Nr. UNINA-9910736013603321
Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part I / / edited by Frank Nielsen and Frédéric Barbaresco
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part I / / edited by Frank Nielsen and Frédéric Barbaresco
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Descrizione fisica 1 online resource (640 pages)
Disciplina 516.00285
Collana Lecture Notes in Computer Science
Soggetto topico Computer science - Mathematics
Information science
Geometry - Data processing
Artificial intelligence
ISBN 3-031-38271-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Geometry and machine learning -- Divergences and computational information geometry -- Statistics, topology and shape spaces -- Geometry and mechanics -- Geometry, learning dynamics and thermodynamics -- Quantum information geometry -- Geometry and biological structures -- Geometry and applications.
Record Nr. UNISA-996542663903316
Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part II / / Frank Nielsen and Frédéric Barbaresco, editors
Geometric science of information : 6th international conference, GSI 2023, St. Malo, France, August 30 - September 1, 2023, proceedings, Part II / / Frank Nielsen and Frédéric Barbaresco, editors
Edizione [1st ed. 2023.]
Pubbl/distr/stampa Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Descrizione fisica 1 online resource (669 pages)
Disciplina 516.00285
Collana Lecture Notes in Computer Science
Soggetto topico Computer science - Mathematics
Information science
Geometry - Data processing
Artificial intelligence
ISBN 3-031-38299-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Geometry and machine learning -- Divergences and computational information geometry -- Statistics, topology and shape spaces -- Geometry and mechanics -- Geometry, learning dynamics and thermodynamics -- Quantum information geometry -- Geometry and biological structures -- Geometry and applications.
Record Nr. UNISA-996542664103316
Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Geometric science of information : 5th international conference, GSI 2021, Paris, France, July 21-23, 2021 : proceedings / / Frank Nielsen and Frédéric Barbaresco (editors.)
Geometric science of information : 5th international conference, GSI 2021, Paris, France, July 21-23, 2021 : proceedings / / Frank Nielsen and Frédéric Barbaresco (editors.)
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (925 pages)
Disciplina 516.00285
Collana Lecture Notes in Computer Science
Soggetto topico Computer science - Mathematics
Optical data processing
ISBN 3-030-80209-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNISA-996464393103316
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Geometric science of information : 5th international conference, GSI 2021, Paris, France, July 21-23, 2021 : proceedings / / Frank Nielsen and Frédéric Barbaresco (editors.)
Geometric science of information : 5th international conference, GSI 2021, Paris, France, July 21-23, 2021 : proceedings / / Frank Nielsen and Frédéric Barbaresco (editors.)
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2021]
Descrizione fisica 1 online resource (925 pages)
Disciplina 516.00285
Collana Lecture Notes in Computer Science
Soggetto topico Computer science - Mathematics
Optical data processing
ISBN 3-030-80209-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910492141103321
Cham, Switzerland : , : Springer, , [2021]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Geometric Science of Information [[electronic resource] ] : 4th International Conference, GSI 2019, Toulouse, France, August 27–29, 2019, Proceedings / / edited by Frank Nielsen, Frédéric Barbaresco
Geometric Science of Information [[electronic resource] ] : 4th International Conference, GSI 2019, Toulouse, France, August 27–29, 2019, Proceedings / / edited by Frank Nielsen, Frédéric Barbaresco
Edizione [1st ed. 2019.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Descrizione fisica 1 online resource (XIX, 770 p. 317 illus., 53 illus. in color.)
Disciplina 516.00285
Collana Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico Computer science—Mathematics
Artificial intelligence
Optical data processing
Data mining
Mathematics of Computing
Artificial Intelligence
Image Processing and Computer Vision
Data Mining and Knowledge Discovery
ISBN 3-030-26980-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Part I: Shape Space -- On geometric properties of the textile set and strict textile set -- Inexact elastic shape matching in the square root normal field framework -- Signatures in Shape Analysis: an Efficient Approach to Motion Identification -- Dilation operator approach for time/Doppler spectra characterization on SU(n) -- Selective metamorphosis for growth modelling with applications to landmarks -- Part II: Geometric Mechanics -- Intrinsic Incremental Mechanics -- -Multi-symplectic Extension of Lie Group Thermodynamics for Covariant Field Theories -- Euler-Poincare equation for Lie groups with non null symplectic cohomology. Application to the Mechanics -- Geometric numerical methods for mechanics -- Souriau Exponential Map Algorithm for Machine Learning on Matrix Lie Groups -- Part 3: Geometry of Tensor-Valued Data -- R-Complex Finsler Information Geometry Applied to Manifolds of Systems -- Minkowski Sum of Ellipsoids and Means of Covariance Matrices -- Hyperquaternions: An Efficient Mathematical Formalism for Geometry -- Alpha-power sums on symmetric cones -- Packing Bounds for Outer Products with Applications to Compressive Sensing -- Part 4: Lie Group Machine Learning -- On a method to construct exponential families by representation theory -- Lie Group Machine Learning & Gibbs Density on Poincare Unit Disk from Souriau Lie Groups Thermodynamics and SU(1,1) Coadjoint Orbits -- Irreversible Langevin MCMC on Lie Groups -- Predicting Bending Moments with Machine Learning -- The exponential of nilpotent supergroups in the theory of Harish-Chandra representations -- Part 5: Geometric structures in thermodynamics and statistical physics -- Dirac structures in open thermodynamics -- From variational to single and double bracket formulations in nonequilibrium thermodynamics of simple systems -- A omological Approach to Belief Propagation and Bethe Approximations -- - About some systems-theoretic properties of Port Thermodynamic systems -- Expectation variables on a para-contact metric manifold exactly derived from master equations -- Part 6: Monotone embedding and affine immersion of probability models -- Doubly autoparallel structure and its applications -- Toeplitz Hermitian Positive Definite Matrix Machine Learning based on Fisher metric -- Deformed exponential and the behavior of the normalizing function -- Normalization problems for deformed exponential families -- New Geometry of parametric statistical Models -- Part 7: Divergence Geometry -- The Bregman chord divergence -- Testing the number and nature of components in a mixture distribution -- Robust etsimation by means of scaled Bregman power distances. Part I: Non-homogeneous data -- Robust estimation by means of scaled Bregman power distances. Part II: Extreme values -- Part 8: Computational Information Geometry -- Topological methods for unsupervised learning -- Geometry and fixed-rate quantization in Riemannian metric spaces induced by separable Bregman divergences -- The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models -- Parameter estimation with generalized empirical localization -- Properties of the cross entropy of ARMA processes -- Part 9: Statistical Manifold & Hessian Information Geometry -- Inequalities for Statistical Submanifolds in Hessian Manifolds of Constant Hessian curvature -- Inequalities for statistical submanifolds in sasakian statistical manifolds -- Generalized Wintgen Inequality for Legendrian Submanifolds in Sasakian statistical manifolds -- Logarithmic divergence: geometry and interpretation of curvature -- Hessian Curvature and Optimal Transport -- Part 10: Non-parametric Information Geometry -- Divergence functions in Information Geometry -- Sobolev Statistical Manifolds and Exponential Models -- Minimization of the Kullback-Leibler divergence over a log-normal exponential arc -- Riemannian distance and diameter of the space of probability measures and the parametrix -- Part 11: Statistics on non-linear data -- A unified formulation for the Bures-Wasserstein and Log-Euclidean/Log-Hilbert-Schmidt distances between positive definite operators -- Exploration of Balanced Metrics on Symmetric Positive Definite Matrices -- Affine-invariant midrange statistics -- Is affine-invariance well defined on SPD matrices? A principled continuum of metrics -- Shape part transfer via semantic latent space factorization -- Part 12: Geometric and structure preserving discretizations -- Variational discretization framework for geophysical flows -- Finite element methods for geometric evolution equations -- Local truncation error of low-order fractional variational integrators -- A partitioned finite element method for the structure-preserving discretization of damped in finite-dimensional port-Hamiltonian systems with boundary control -- Geometry, Energy, and Entropy Compatible (GEEC) variational approaches to various numerical schemes for fluid dynamics -- Part 13: Optimization on Manifold -- Canonical Moments for Optimal Uncertainty Quantification on a Variety -- Computational investigations of an obstacle-type shape optimization problem in the space of smooth shapes -- Bezier curves and C^2 interpolation in Riemannian Symmetric Spaces -- A Formalization of The Natural Gradient Method for General Similarity Measures -- The Frenet-Serret framework for aligning geometric curves -- Part 14: Geometry of Quantum States -- When geometry meets psycho-physics and quantum mechanics: Modern perspectives on the space of perceived colors -- Quantum statistical manifolds: The finite-dimensional case -- Generalized Gibbs Ensembles in Discrete Quantum Gravity -- On the notion of composite system, classical and quantum -- Part 15: Probability on Riemannian Manifolds -- The Riemannian barycentre as a proxy for global optimization -- Hamiltonian Monte Carlo on Lie groups and constrained mechanics on homogeneous manifolds -- On the Fisher Rao information metric in the space of normal distributions -- Simulation of Conditioned Diffusions on the Flat Torus -- Towards parametric bi-invariant density estimation on SE(2) -- Part 16: Wasserstein Information Geometry / Optimal Transport -- Affine Natural Proximal Learning -- Parametric Fokker-Planck equation -- Multi-marginal Schroedinger bridges -- Hopf-Cole transformation and Schrodinger problems -- - Curvature of the manifold of fixed-rank positive-semidefinite matrices endowed with the Bures-Wasserstein metric -- Part 17: Geometric Science of Information Libraries -- Second-order networks in PyTorch -- Symmetric Algorithmic Components for Shape Analysis with Dieomorphisms.
Record Nr. UNINA-9910349304403321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui