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|a 10.1002/9780470744055
|b Wiley InterScience
|n http://www3.interscience.wiley.com
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|a UAMI
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1 |
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|a Brunelli, Roberto,
|d 1961-
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|a Template matching techniques in computer vision :
|b theory and practice /
|c Roberto Brunelli.
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260 |
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|a Chichester, U.K. :
|b Wiley,
|c 2009.
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300 |
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|a 1 online resource (x, 338 pages) :
|b illustrations
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336 |
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|a text
|b txt
|2 rdacontent
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337 |
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|a computer
|b c
|2 rdamedia
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338 |
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|a online resource
|b cr
|2 rdacarrier
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504 |
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|a Includes bibliographical references and index.
|
588 |
0 |
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|a Print version record.
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|a The detection and recognition of objects in images is a key research topic in the computer vision community. Within this area, face recognition and interpretation has attracted increasing attention owing to the possibility of unveiling human percept.
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|a Template Matching Techniques in Computer Vision; CONTENTS; Preface; 1 Introduction; 1.1 Template Matching and Computer Vision; 1.2 The Book; 1.3 Bibliographical Remarks; References; 2 The Imaging Process; 2.1 Image Creation; 2.1.1 Light; 2.1.2 Gathering Light; 2.1.3 Diffraction-limited Systems; 2.1.4 Quantum Noise; 2.2 Biological Eyes; 2.2.1 The Human Eye; 2.2.2 Alternative Designs; 2.3 Digital Eyes; 2.4 Digital Image Representations; 2.4.1 The Sampling Theorem; 2.4.2 Image Resampling; 2.4.3 Log-polar Mapping; 2.5 Bibliographical Remarks; References; 3 Template Matching as Testing
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|a 3.1 Detection and Estimation3.2 Hypothesis Testing; 3.2.1 The Bayes Risk Criterion; 3.2.2 The Neyman-Pearson Criterion; 3.3 An Important Example; 3.4 A Signal Processing Perspective: Matched Filters; 3.5 Pattern Variability and the Normalized Correlation Coefficient; 3.6 Estimation; 3.6.1 Maximum Likelihood Estimation; 3.6.2 Bayes Estimation; 3.6.3 James-Stein Estimation; 3.7 Bibliographical Remarks; References; 4 Robust Similarity Estimators; 4.1 Robustness Measures; 4.2 M-estimators; 4.3 L1 Similarity Measures; 4.4 Robust Estimation of Covariance Matrices; 4.5 Bibliographical Remarks
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|a 7.1 Getting Shapes: Edge Detection7.2 The Radon Transform; 7.3 The Hough Transform: Line and Circle Detection; 7.4 The Generalized Hough Transform; 7.5 Bibliographical Remarks; References; 8 Low-dimensionality Representations and Matching; 8.1 Principal Components; 8.1.1 Probabilistic PCA; 8.1.2 How Many Components?; 8.2 A Nonlinear Approach: Kernel PCA; 8.3 Independent Components; 8.4 Linear Discriminant Analysis; 8.4.1 Bayesian Dual Spaces; 8.5 A Sample Application: Photographic-quality Facial Composites; 8.6 Bibliographical Remarks; References; 9 Deformable Templates
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|a 9.1 A Dynamic Perspective on the Hough Transform9.2 Deformable Templates; 9.3 Active Shape Models; 9.4 Diffeomorphic Matching; 9.5 Bibliographical Remarks; References; 10 Computational Aspects of Template Matching; 10.1 Speed; 10.1.1 Early Jump-out; 10.1.2 The Use of Sum Tables; 10.1.3 Hierarchical Template Matching; 10.1.4 Metric Inequalities; 10.1.5 The FFT Advantage; 10.1.6 PCA-based Speed-up; 10.1.7 A Combined Approach; 10.2 Precision; 10.2.1 A Perturbative Approach; 10.2.2 Phase Correlation; 10.3 Bibliographical Remarks; References; 11 Matching Point Sets: The Hausdorff Distance
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590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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650 |
|
0 |
|a Computer vision.
|
650 |
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0 |
|a Template matching (Digital image processing)
|
650 |
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0 |
|a Image processing
|x Digital techniques.
|
650 |
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0 |
|a Optical pattern recognition.
|
650 |
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0 |
|a Image analysis.
|
650 |
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6 |
|a Vision par ordinateur.
|
650 |
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6 |
|a Appariement de gabarits (Traitement d'images)
|
650 |
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6 |
|a Traitement d'images
|x Techniques numériques.
|
650 |
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6 |
|a Reconnaissance optique des formes (Informatique)
|
650 |
|
6 |
|a Analyse d'images.
|
650 |
|
7 |
|a digital imaging.
|2 aat
|
650 |
|
7 |
|a COMPUTERS
|x Computer Vision & Pattern Recognition.
|2 bisacsh
|
650 |
|
7 |
|a Computer vision
|2 fast
|
650 |
|
7 |
|a Image analysis
|2 fast
|
650 |
|
7 |
|a Image processing
|x Digital techniques
|2 fast
|
650 |
|
7 |
|a Optical pattern recognition
|2 fast
|
650 |
|
7 |
|a Template matching (Digital image processing)
|2 fast
|
758 |
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|i has work:
|a Template matching techniques in computer vision (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCFRFVHPPDHPxqPhW3gJWwy
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
776 |
0 |
8 |
|i Print version:
|a Brunelli, Roberto, 1961-
|t Template matching techniques in computer vision.
|d Chichester, U.K. : Wiley, 2009
|z 9780470517062
|z 0470517069
|w (DLC) 2008052237
|w (OCoLC)289008992
|
856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=437493
|z Texto completo
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