Bibliothèque de L'IMIST/CNRST

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Neural networks for pattern recognition par Bishop, Christopher M. Publication : Oxford | New York : Clarendon Press | Oxford University Press 1995 . xvii, 482 pages 24 cm. Date : 1995 Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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Pattern classification par Duda, Richard O. Publication : New York Wiley 2001 . XX-654 p. , "A Wiley-Interscience Publication." 27 cm. Date : 2001 Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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Pattern recognition in speech and language processing   Publication : [S.l.] CRC Press 2003 . 394 p. , Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense, fast-moving research and have contributed to significant advances in this field. Pattern Recognition in Speech and Language Processing offers a systematic, up-to-date presentation of these recent developments. It begins with the fundamentals and recent theoretical advances in pattern recognition, with emphasis on classifier design criteria and optimization procedures. The focus then shifts to the application of these techniques to speech processing, with chapters exploring advances in applying pattern recognition to real speech and audio processing systems. The final section of the book examines topics related to pattern recognition in language processing: topics that represent promising new trends with direct impact on information processing systems for the Web, broadcast news, and other content-rich information resources. Each self-contained chapter includes figures, tables, diagrams, and references. The collective effort of experts at the forefront of the field, Pattern Recognition in Speech and Language Processing offers in-depth, insightful discussions on new developments and contains a wealth of information integral to the further development of human-machine communications. 25 cm. Date : 2003 Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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Pattern Recognition. par Theodoridis, Sergios. Publication : Burlington : Elsevier, 2008 . 1 online resource (981 pages) Date : 2008 Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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Pattern theory from representation to inference par Grenander, Ulf. Publication : [S.l.] Oxford University Press, USA 2007 . 608 p. , Pattern Theory provides a comprehensive and accessible overview of the modern challenges in signal, data, and pattern analysis in speech recognition, computational linguistics, image analysis and computer vision. Aimed at graduate students in biomedical engineering, mathematics, computer science, and electrical engineering with a good background in mathematics and probability, the text includes numerous exercises and an extensive bibliography. Additional resources including extended proofs, selected solutions and examples are available on a companion website. The book commences with a short overview of pattern theory and the basics of statistics and estimation theory. Chapters 3-6 discuss the role of representation of patterns via condition structure. Chapters 7 and 8 examine the second central component of pattern theory: groups of geometric transformation applied to the representation of geometric objects. Chapter 9 moves into probabilistic structures in the continuum, studying random processes and random fields indexed over subsets of Rn. Chapters 10 and 11 continue with transformations and patterns indexed over the continuum. Chapters 12-14 extend from the pure representations of shapes to the Bayes estimation of shapes and their parametric representation. Chapters 15 and 16 study the estimation of infinite dimensional shape in the newly emergent field of Computational Anatomy. Finally, Chapters 17 and 18 look at inference, exploring random sampling approaches for estimation of model order and parametric representing of shapes. 25 cm. Date : 2007 Disponibilité : Exemplaires disponibles: La bibliothèque des Sciences Exactes et Naturelles (1),

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Visual analysis of behaviour : from pixels to semantics par Gong, Shaogang. Publication : [S.l.] Springer 2011 . 356 p. , This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and “man-in-the-loop” active learning; examines multi-camera behaviour correlation, person re-identification, and “connecting-the-dots” for abnormal behaviour detection; discusses Bayesian information criterion, Bayesian networks, “bag-of-words” representation, canonical correlation analysis, dynamic Bayesian networks, Gaussian mixtures, and Gibbs sampling; investigates hidden conditional random fields, hidden Markov models, human silhouette shapes, latent Dirichlet allocation, local binary patterns, locality preserving projection, and Markov processes; explores probabilistic graphical models, probabilistic topic models, space-time interest points, spectral clustering, and support vector machines. 24 cm. Date : 2011 Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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Evolutionary Synthesis of Pattern Recognition Systems / par Bhanu, Bir. Publication : . XXIV, 296 pages , Description based upon print version of record. Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (2),

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Pattern recognition in industry / par Bhagat, Phiroz. Publication : . 1 online resource (xix, 180 pages) : Disponibilité :  http://www.sciencedirect.com/science/book/9780080445380,

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Pattern recognition for medical imaging / par Meyer-Bäse, Anke. Publication : . 1 online resource (xxii, 386 pages) : Disponibilité :  http://www.sciencedirect.com/science/book/9780124932906,

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Pattern recognition / par Theodoridis, Sergios, Publication : . 1 online resource (xvi, 837 pages) : Disponibilité :  http://www.sciencedirect.com/science/book/9780123695314,

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Applied pattern recognition. par Bunke, Horst Publication : Berlin Springer, 2010 . 245 pages. Date : 2010 Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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Fundamentals of Pattern Recognition and Machine Learning / par Braga-Neto, Ulisses. Publication : . xviii-357 pages Disponibilité : Exemplaires disponibles: La bibliothèque des sciences de l'ingénieur (1),

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