Articoli correlati a Orthogonal Image Moments for Human-centric Visual Pattern...
- EditoreSpringer-Nature New York Inc
- Data di pubblicazione2020
- ISBN 10 9813299479
- ISBN 13 9789813299474
- RilegaturaCopertina flessibile
- Numero edizione1
- Numero di pagine164
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Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
Editore:
Springer Nature Singapore Okt 2020
(2020)
ISBN 10: 9813299479
ISBN 13: 9789813299474
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Descrizione libro Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Instead of focusing on the mathematical properties of moments, this book is a compendium of research that demonstrates the effectiveness of orthogonal moment-based features in face recognition, expression recognition, fingerprint recognition and iris recognition.The usefulness of moments and their invariants in pattern recognition is well known. What is less well known is how orthogonal moments may be applied to specific problems in human-centric visual pattern recognition. Unlike previous books, this work highlights the fundamental issues involved in moment-based pattern recognition, from the selection of discriminative features in a high-dimensional setting, to addressing the question of how to classify a large number of patterns based on small training samples. In addition to offering new concepts that illustrate the use of statistical methods in addressing some of these issues, the book presents recent results and provides guidance on implementing the methods. Accordingly, it will be of interest to researchers and graduate students working in the broad areas of computer vision and visual pattern recognition. 164 pp. Englisch. Codice articolo 9789813299474
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Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
Editore:
Springer Singapore
(2020)
ISBN 10: 9813299479
ISBN 13: 9789813299474
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Descrizione libro Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Focuses on an area of recent research interest, namely human-centric pattern recognition Brings to light open issues in moment-based visual pattern recognition Written in an easy-to-understand w. Codice articolo 407007495
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Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
Editore:
Springer Nature Singapore
(2020)
ISBN 10: 9813299479
ISBN 13: 9789813299474
Nuovo
Taschenbuch
Quantità: 1
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Valutazione libreria
Descrizione libro Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - Instead of focusing on the mathematical properties of moments, this book is a compendium of research that demonstrates the effectiveness of orthogonal moment-based features in face recognition, expression recognition, fingerprint recognition and iris recognition.The usefulness of moments and their invariants in pattern recognition is well known. What is less well known is how orthogonal moments may be applied to specific problems in human-centric visual pattern recognition. Unlike previous books, this work highlights the fundamental issues involved in moment-based pattern recognition, from the selection of discriminative features in a high-dimensional setting, to addressing the question of how to classify a large number of patterns based on small training samples. In addition to offering new concepts that illustrate the use of statistical methods in addressing some of these issues, the book presents recent results and provides guidance on implementing the methods. Accordingly, it will be of interest to researchers and graduate students working in the broad areas of computer vision and visual pattern recognition. Codice articolo 9789813299474
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Orthogonal Image Moments for Human-Centric Visual Pattern Recognition (Cognitive Intelligence and Robotics)
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Descrizione libro Paperback. Condizione: New. New. book. Codice articolo ERICA80098132994796
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