1.

Record Nr.

UNINA9910815686603321

Autore

Konar Amit

Titolo

Emotion recognition : a pattern analysis approach / / edited by Amit Konar, Aruna Chakraborty

Pubbl/distr/stampa

Hoboken, New Jersey : , : John Wiley & Sons, Inc., , 2015

©2015

ISBN

1-118-91060-5

1-118-91056-7

1-118-91061-3

Edizione

[1st ed.]

Descrizione fisica

1 online resource (548 p.)

Classificazione

TEC008060COM016000

Disciplina

004.01/9

Soggetti

Human-computer interaction

Artificial intelligence

Emotions - Computer simulation

Pattern recognition systems

Context-aware computing

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Bibliographic Level Mode of Issuance: Monograph

Nota di bibliografia

Includes bibliographical references and index.

Sommario/riassunto

"Written by leaders in the field, this book provides a thorough and insightful presentation of the research methodology on emotion recognition in a highly comprehensive writing style. Topics covered include emotional feature extraction, facial recognition, human-computer interface design, neuro-fuzzy techniques, support vector machine (SVM), reinforcement learning, principal component analysis, the hidden Markov model, and probabilistic models. The result is a innovative edited volume on this timely topic for computer science and electrical engineering students and professionals"--