Sari: Series In Machine Perception And Artificial Intelligence
(Ilmumisaeg: 20-Sep-2024, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811284045)
This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are...Loe edasi...
(Ilmumisaeg: 15-Feb-2017, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319505497)
This book summarises the state of the art in computer vision-based driver and road monitoring, focussing on monocular vision technology in particular, with the aim to address challenges of driver assistance and autonomous driving systems.While the...Loe edasi...
Sari: Advances in Computer Vision and Pattern Recognition
(Ilmumisaeg: 08-Feb-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319272511)
This unique text/reference presents a thorough introduction to the field of structural pattern recognition, with a particular focus on graph edit distance (GED). The book also provides a detailed review of a diverse selection of novel methods rela...Loe edasi...
This book contains papers presented at the 2014 MICCAI Workshop on Computational Diffusion MRI, CDMRI14. Detailing new computational methods applied to diffusion magnetic resonance imaging data, it offers readers a snapshot of the current state of t...Loe edasi...
This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range of new algorithms and insights, including fast...Loe edasi...
Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred
Sari: Springer Proceedings in Mathematics & Statistics
(Ilmumisaeg: 13-Dec-2014, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781493900923)
This volume features key contributions from the International Conference on Pattern Recognition Applications and Methods, (ICPRAM 2012,) held in Vilamoura, Algarve, Portugal from February 6th-8th, 2012. The conference provided a major point of col...Loe edasi...
(Ilmumisaeg: 25-Nov-2014, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781489986054)
This volume introduces a formal representation framework for modelling and reasoning, that allows us to quantify the uncertainty inherent in the use of vague descriptions to convey information between intelligent agents. This can then be applied a...Loe edasi...
(Ilmumisaeg: 25-Nov-2014, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781489984456)
“The book is outstanding and admirable in many respects. ... is necessary reading for all kinds of readers from undergraduate students to top authorities in the field.” Journal of Symbolic LogicWritten by two experts in the field, this is t...Loe edasi...
Peer-Timo Bremer, Ingrid Hotz, Valerio Pascucci, Ronald Peikert
Sari: Mathematics and Visualization
(Ilmumisaeg: 07-May-2014, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319040981)
This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range of new algorithms and insights, including fast...Loe edasi...
Thomas Schultz, Gemma Nedjati-Gilani, Archana Venkataraman, Lauren O'Donnell, Eleftheria Panagiotaki
Sari: Mathematics and Visualization
(Ilmumisaeg: 27-Jan-2014, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319024745)
This volume contains the proceedings from two closely related workshops: Computational Diffusion MRI (CDMRI’13) and Mathematical Methods from Brain Connectivity (MMBC’13), held under the auspices of the 16th International Conference on Medical Ima...Loe edasi...
The recent emergence of Local Binary Patterns (LBP) has led to significant progress in applying texture methods to various computer vision problems and applications. The focus of this research has broadened from 2D textures to 3D textures and spat...Loe edasi...
Sari: Stochastic Modelling and Applied Probability
(Ilmumisaeg: 22-Nov-2013, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781461268772)
A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems...Loe edasi...
Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred
Sari: Springer Proceedings in Mathematics & Statistics
(Ilmumisaeg: 10-Nov-2012, Hardback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781461450757)
This volume features key contributions from the International Conference on Pattern Recognition Applications and Methods, (ICPRAM 2012,) held in Vilamoura, Algarve, Portugal from February 6th-8th, 2012. The conference provided a major point of collab...Loe edasi...
Mark Johnson, Sanjeev P. Khudanpur, Mari Ostendorf, Roni Rosenfeld
Sari: The IMA Volumes in Mathematics and its Applications
(Ilmumisaeg: 30-Oct-2012, Paperback / softback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781461264842)
Speech and language technologies continue to grow in importance as they are used to create natural and efficient interfaces between people and machines, and to automatically transcribe, extract, analyze, and route information from high-volume stre...Loe edasi...
(Ilmumisaeg: 23-Oct-2012, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642623288)
Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g. in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, genetic algorithms, and othe...Loe edasi...
(Ilmumisaeg: 11-Aug-2012, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642535789)
A detailed description of a new approach to perceptual analysis and processing of medical images is given. Instead of traditional pattern recognition a new method of image analysis is presented, based on a syntactic description of the shapes selec...Loe edasi...
This book uses a mathematical approach to deriving the laws of science and technology, based upon the concept of Fisher information. The approach that follows from these ideas is called the principle of Extreme Physical Information (EPI). The authors...Loe edasi...
Matti Pietikäinen, Abdenour Hadid, Guoying Zhao, Timo Ahonen
Sari: Computational Imaging and Vision
(Ilmumisaeg: 22-Jun-2011, Hardback, Kirjastus: Springer London Ltd, ISBN-13: 9780857297471)
The recent emergence of Local Binary Patterns (LBP) has led to significant progress in applying texture methods to various computer vision problems and applications. The focus of this research has broadened from 2D textures to 3D textures and spatiot...Loe edasi...
Sari: Stochastic Modelling and Applied Probability
(Ilmumisaeg: 19-Jan-2012, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642975240)
This text is concerned with a probabilistic approach to image analysis as initiated by U. GRENANDER, D. and S. GEMAN, B.R. HUNT and many others, and developed and popularized by D. and S. GEMAN in a paper from 1984. It formally adopts the Bayesian pa...Loe edasi...
José A. Gámez, Serafin Moral, Antonio Salmerón Cerdan
Sari: Studies in Fuzziness and Soft Computing
(Ilmumisaeg: 15-Dec-2010, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642058851)
In recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as artificial intelligence and statistics. This carefully edited monograph is...Loe edasi...
