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Orthogonal Image Moments for Human-Centric Visual Pattern Recognition

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Orthogonal Image Moments for Human-Centric Visual Pattern Recognition Tamanna Howlader
Koda Libristo: 33289910
Založba Springer Verlag, Singapore, oktober 2020
Instead of focusing on the mathematical properties of moments, this book is a compendium of research... Celoten opis
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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.

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O knjigi

Polni naslov Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2020
Število strani 164
EAN 9789813299474
ISBN 9813299479
Koda Libristo 33289910
Teža 294
Mere 155 x 235 x 9
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