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008			220601s2006 sz | s |||| 0|eng d
020			_a9783031022371
024	7		_a10.1007/978-3-031-02237-1 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aRC78.7.D53 _b2006 EB
100	1		_aActon, Scott Thomas, _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9686355 _d1966-
245	1	0	_aBiomedical Image Analysis : _bTracking _cby Scott T. Acton, Nilanjan Ray
250			_a1st edition 2006
264		1	_aCham _bSpringer International Publishing _c2006
300			_a1 recurso en línea (VII, 144 páginas)
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aSynthesis Lectures on Image Video and Multimedia Processing _x1559-8144
505	0		_aIntroduction -- Active Contours for Tracking -- Bayesian Tracking and the Kalman Filter -- Particle Filters and Multi-Target Tracking -- Tracking Shapes by Sampling.
520			_aIn biological and medical imaging applications, tracking objects in motion is a critical task. This book describes the state-of-the-art in biomedical tracking techniques. We begin by detailing methods for tracking using active contours, which have been highly successful in biomedical applications. The book next covers the major probabilistic methods for tracking. Starting with the basic Bayesian model, we describe the Kalman filter and conventional tracking methods that use centroid and correlation measurements for target detection. Innovations such as the extended Kalman filter and the interacting multiple model open the door to capturing complex biological objects in motion. A salient highlight of the book is the introduction of the recently emerged particle filter, which promises to solve tracking problems that were previously intractable by conventional means. Another unique feature of Biomedical Image Analysis: Tracking is the explanation of shape-based methods for biomedical image analysis. Methods for both rigid and nonrigid objects are depicted. Each chapter in the book puts forth biomedical case studies that illustrate the methods in action.
988			_aSynthesis Collection of Technology_2006
650		7	_2embne _9305596 _aDiagnóstico por imagen _xTécnicas digitales
650		7	_2embne _9413188 _aProceso digital de imágenes
700	1		_aRay, Nilanjan _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9686356
776	0	8	_iPrinted edition: _z9783031011092
776	0	8	_iPrinted edition: _z9783031033650
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-02237-1 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
998			_b01/2023 _dz _esc _zSI