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Human Emotion Recognition from Face Images (Hardcover, 1st ed. 2020) Loot Price: R5,113
Discovery Miles 51 130
Human Emotion Recognition from Face Images (Hardcover, 1st ed. 2020): Paramartha Dutta, Asit Barman

Human Emotion Recognition from Face Images (Hardcover, 1st ed. 2020)

Paramartha Dutta, Asit Barman

Series: Cognitive Intelligence and Robotics

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Loot Price R5,113 Discovery Miles 51 130 | Repayment Terms: R479 pm x 12*

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This book discusses human emotion recognition from face images using different modalities, highlighting key topics in facial expression recognition, such as the grid formation, distance signature, shape signature, texture signature, feature selection, classifier design, and the combination of signatures to improve emotion recognition. The book explains how six basic human emotions can be recognized in various face images of the same person, as well as those available from benchmark face image databases like CK+, JAFFE, MMI, and MUG. The authors present the concept of signatures for different characteristics such as distance and shape texture, and describe the use of associated stability indices as features, supplementing the feature set with statistical parameters such as range, skewedness, kurtosis, and entropy. In addition, they demonstrate that experiments with such feature choices offer impressive results, and that performance can be further improved by combining the signatures rather than using them individually. There is an increasing demand for emotion recognition in diverse fields, including psychotherapy, biomedicine, and security in government, public and private agencies. This book offers a valuable resource for researchers working in these areas.

General

Imprint: Springer Verlag, Singapore
Country of origin: Singapore
Series: Cognitive Intelligence and Robotics
Release date: April 2020
First published: 2020
Authors: Paramartha Dutta • Asit Barman
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 264
Edition: 1st ed. 2020
ISBN-13: 978-981-15-3882-7
Categories: Books > Computing & IT > Applications of computing > Pattern recognition
Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction
Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision
Books > Computing & IT > Applications of computing > Image processing > General
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LSN: 981-15-3882-4
Barcode: 9789811538827

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