Visual affect recognition /:
It is generally known that human faces, as well as body motions and gestures, provide a wealth of information about a person, such as age, race, sex and emotional state. This monograph primarily studies the perception of facial expression of emotion, and secondarily of motion and gestures, with the...
Gespeichert in:
1. Verfasser: | |
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Weitere Verfasser: | |
Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Amsterdam ; Washington, DC :
IOS Press,
2010.
|
Schriftenreihe: | Frontiers in artificial intelligence and applications ;
214. |
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | It is generally known that human faces, as well as body motions and gestures, provide a wealth of information about a person, such as age, race, sex and emotional state. This monograph primarily studies the perception of facial expression of emotion, and secondarily of motion and gestures, with the purpose of developing a fully automated visual affect recognition system for use in modes of human/computer interaction. The book begins with a survey of the literature on emotion perception, followed by a description of empirical studies conducted with human participants and the construction of a ' |
Beschreibung: | 1 online resource (247 pages). |
Bibliographie: | Includes bibliographical references (pages 205-247). |
ISBN: | 9781607505976 1607505975 |
Internformat
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245 | 1 | 0 | |a Visual affect recognition / |c Ioanna-Ourania Stathopoulou and George A. Tsihrintzis. |
260 | |a Amsterdam ; |a Washington, DC : |b IOS Press, |c 2010. | ||
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490 | 1 | |a Frontiers in artificial intelligence and applications ; |v 214 | |
504 | |a Includes bibliographical references (pages 205-247). | ||
588 | 0 | |a Print version record. | |
505 | 0 | |a Title page; Contents; Introduction; Motivation; Organization of this monograph; Psychological Studies on Emotion Perception; Emotion vs affect vs feelings; Emotions and culture; Basic Emotions; Culturally Specific Expressions of Emotions; Higher Cognitive Emotions; Neurobiology and Emotion Expression; Cerebral Cortex; Amygdala; Superior Temporal Sulcus; Implicit and Explicit Perception of Emotion; Expression of Emotion; Written Language; Speech; Facial Expressions; Body movements and Hand gestures; Facial Expression of Emotion. | |
505 | 8 | |a Previous Attempts to Facial Emotion Quantification and ClassificationExternal Factors in Facial Emotion Perception; Face and Facial Expressions: Their Role; The Importance of Understanding Emotions; Meeting Emotional Needs with the Help of Advanced Human-Computer Interaction Techniques; Supporting emotional skill needs; Supporting experiential needs; Studies and Systems on Emotion Recognition; Face Databases; Specifying Requirements for an Ideal Facial Expression Database; Previous Facial Expression Databases; Section Summary -- Results; Face Detection. | |
505 | 8 | |a Specifying Requirements for an Ideal Face Detection SystemPrevious Works on Face Detection; Section Summary -- Results; Facial Expression Classification System; Specifying Requirements for our Facial Expression Classification System; Facial Expression Classification Approaches; Section Summary -- Results; Face Image Databases; The Database of Low Quality Face Images (DBLQFI); The Database of High Quality Face Images (DBHQFI); Empirical Studies on Emotion Recognition; Preliminary Questionnaires; Newer (Detailed) Questionnaires; The detailed questionnaire structure. | |
505 | 8 | |a The observer and subject backgroundsResults from Statistical Analysis; Statistical Analysis per Expression; Difficulties of Facial Expression Classification as Outlined by the Participants; Statistical Significance of the Results; Extraction of Facial Expression Classification Features; Summary -- Conclusions; Visual-Facial Emotion Recognition System; Face Detection; P. Sinha's Template; The Face Detection Algorithm -- Image Preprocessing; Artificial Neural Network-Based Face Detectors; Performance Evaluation; Summary and Conclusions; Introduction to our Facial Expression Recognition System. | |
505 | 8 | |a First attempts for facial expression recognitionThe Facial Expression Classification Algorithm (1st Attempts); Feature Validation (First Attempts); Neural Network Classifiers (First Attempts); Results from neural network classifiers (First Attempts); Facial expression recognition system; Feature Selection; Image Preprocessing and Feature Extraction; The extraction algorithm for the rest of facial features; Combination of all and computation of feature vector; Quantification of Feature Discrimination Power; Classifiers for Facial Expression Classification; Classification Performance Assessment. | |
520 | |a It is generally known that human faces, as well as body motions and gestures, provide a wealth of information about a person, such as age, race, sex and emotional state. This monograph primarily studies the perception of facial expression of emotion, and secondarily of motion and gestures, with the purpose of developing a fully automated visual affect recognition system for use in modes of human/computer interaction. The book begins with a survey of the literature on emotion perception, followed by a description of empirical studies conducted with human participants and the construction of a ' | ||
650 | 0 | |a Human face recognition (Computer science) |0 http://id.loc.gov/authorities/subjects/sh97003901 | |
650 | 0 | |a Computer vision. |0 http://id.loc.gov/authorities/subjects/sh85029549 | |
650 | 0 | |a Visual perception. |0 http://id.loc.gov/authorities/subjects/sh85143926 | |
650 | 0 | |a Facial expression. |0 http://id.loc.gov/authorities/subjects/sh85046804 | |
650 | 2 | |a Biometric Identification |0 https://id.nlm.nih.gov/mesh/D056667 | |
650 | 2 | |a Visual Perception |0 https://id.nlm.nih.gov/mesh/D014796 | |
650 | 2 | |a Facial Expression |0 https://id.nlm.nih.gov/mesh/D005149 | |
650 | 6 | |a Reconnaissance faciale (Informatique) | |
650 | 6 | |a Vision par ordinateur. | |
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700 | 1 | |a Tsihrintzis, George A. |0 http://id.loc.gov/authorities/names/nb2008014822 | |
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adam_text | |
any_adam_object | |
author | Stathopoulou, Ioanna-Ourania |
author2 | Tsihrintzis, George A. |
author2_role | |
author2_variant | g a t ga gat |
author_GND | http://id.loc.gov/authorities/names/nb2008014822 |
author_facet | Stathopoulou, Ioanna-Ourania Tsihrintzis, George A. |
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contents | Title page; Contents; Introduction; Motivation; Organization of this monograph; Psychological Studies on Emotion Perception; Emotion vs affect vs feelings; Emotions and culture; Basic Emotions; Culturally Specific Expressions of Emotions; Higher Cognitive Emotions; Neurobiology and Emotion Expression; Cerebral Cortex; Amygdala; Superior Temporal Sulcus; Implicit and Explicit Perception of Emotion; Expression of Emotion; Written Language; Speech; Facial Expressions; Body movements and Hand gestures; Facial Expression of Emotion. Previous Attempts to Facial Emotion Quantification and ClassificationExternal Factors in Facial Emotion Perception; Face and Facial Expressions: Their Role; The Importance of Understanding Emotions; Meeting Emotional Needs with the Help of Advanced Human-Computer Interaction Techniques; Supporting emotional skill needs; Supporting experiential needs; Studies and Systems on Emotion Recognition; Face Databases; Specifying Requirements for an Ideal Facial Expression Database; Previous Facial Expression Databases; Section Summary -- Results; Face Detection. Specifying Requirements for an Ideal Face Detection SystemPrevious Works on Face Detection; Section Summary -- Results; Facial Expression Classification System; Specifying Requirements for our Facial Expression Classification System; Facial Expression Classification Approaches; Section Summary -- Results; Face Image Databases; The Database of Low Quality Face Images (DBLQFI); The Database of High Quality Face Images (DBHQFI); Empirical Studies on Emotion Recognition; Preliminary Questionnaires; Newer (Detailed) Questionnaires; The detailed questionnaire structure. The observer and subject backgroundsResults from Statistical Analysis; Statistical Analysis per Expression; Difficulties of Facial Expression Classification as Outlined by the Participants; Statistical Significance of the Results; Extraction of Facial Expression Classification Features; Summary -- Conclusions; Visual-Facial Emotion Recognition System; Face Detection; P. Sinha's Template; The Face Detection Algorithm -- Image Preprocessing; Artificial Neural Network-Based Face Detectors; Performance Evaluation; Summary and Conclusions; Introduction to our Facial Expression Recognition System. First attempts for facial expression recognitionThe Facial Expression Classification Algorithm (1st Attempts); Feature Validation (First Attempts); Neural Network Classifiers (First Attempts); Results from neural network classifiers (First Attempts); Facial expression recognition system; Feature Selection; Image Preprocessing and Feature Extraction; The extraction algorithm for the rest of facial features; Combination of all and computation of feature vector; Quantification of Feature Discrimination Power; Classifiers for Facial Expression Classification; Classification Performance Assessment. |
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dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3/7 |
dewey-search | 006.3/7 |
dewey-sort | 16.3 17 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Electronic eBook |
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id | ZDB-4-EBA-ocn695042194 |
illustrated | Not Illustrated |
indexdate | 2024-11-27T13:17:39Z |
institution | BVB |
isbn | 9781607505976 1607505975 |
language | English |
lccn | 2010930894 |
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spelling | Stathopoulou, Ioanna-Ourania. Visual affect recognition / Ioanna-Ourania Stathopoulou and George A. Tsihrintzis. Amsterdam ; Washington, DC : IOS Press, 2010. 1 online resource (247 pages). text txt rdacontent computer c rdamedia online resource cr rdacarrier Frontiers in artificial intelligence and applications ; 214 Includes bibliographical references (pages 205-247). Print version record. Title page; Contents; Introduction; Motivation; Organization of this monograph; Psychological Studies on Emotion Perception; Emotion vs affect vs feelings; Emotions and culture; Basic Emotions; Culturally Specific Expressions of Emotions; Higher Cognitive Emotions; Neurobiology and Emotion Expression; Cerebral Cortex; Amygdala; Superior Temporal Sulcus; Implicit and Explicit Perception of Emotion; Expression of Emotion; Written Language; Speech; Facial Expressions; Body movements and Hand gestures; Facial Expression of Emotion. Previous Attempts to Facial Emotion Quantification and ClassificationExternal Factors in Facial Emotion Perception; Face and Facial Expressions: Their Role; The Importance of Understanding Emotions; Meeting Emotional Needs with the Help of Advanced Human-Computer Interaction Techniques; Supporting emotional skill needs; Supporting experiential needs; Studies and Systems on Emotion Recognition; Face Databases; Specifying Requirements for an Ideal Facial Expression Database; Previous Facial Expression Databases; Section Summary -- Results; Face Detection. Specifying Requirements for an Ideal Face Detection SystemPrevious Works on Face Detection; Section Summary -- Results; Facial Expression Classification System; Specifying Requirements for our Facial Expression Classification System; Facial Expression Classification Approaches; Section Summary -- Results; Face Image Databases; The Database of Low Quality Face Images (DBLQFI); The Database of High Quality Face Images (DBHQFI); Empirical Studies on Emotion Recognition; Preliminary Questionnaires; Newer (Detailed) Questionnaires; The detailed questionnaire structure. The observer and subject backgroundsResults from Statistical Analysis; Statistical Analysis per Expression; Difficulties of Facial Expression Classification as Outlined by the Participants; Statistical Significance of the Results; Extraction of Facial Expression Classification Features; Summary -- Conclusions; Visual-Facial Emotion Recognition System; Face Detection; P. Sinha's Template; The Face Detection Algorithm -- Image Preprocessing; Artificial Neural Network-Based Face Detectors; Performance Evaluation; Summary and Conclusions; Introduction to our Facial Expression Recognition System. First attempts for facial expression recognitionThe Facial Expression Classification Algorithm (1st Attempts); Feature Validation (First Attempts); Neural Network Classifiers (First Attempts); Results from neural network classifiers (First Attempts); Facial expression recognition system; Feature Selection; Image Preprocessing and Feature Extraction; The extraction algorithm for the rest of facial features; Combination of all and computation of feature vector; Quantification of Feature Discrimination Power; Classifiers for Facial Expression Classification; Classification Performance Assessment. It is generally known that human faces, as well as body motions and gestures, provide a wealth of information about a person, such as age, race, sex and emotional state. This monograph primarily studies the perception of facial expression of emotion, and secondarily of motion and gestures, with the purpose of developing a fully automated visual affect recognition system for use in modes of human/computer interaction. The book begins with a survey of the literature on emotion perception, followed by a description of empirical studies conducted with human participants and the construction of a ' Human face recognition (Computer science) http://id.loc.gov/authorities/subjects/sh97003901 Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Visual perception. http://id.loc.gov/authorities/subjects/sh85143926 Facial expression. http://id.loc.gov/authorities/subjects/sh85046804 Biometric Identification https://id.nlm.nih.gov/mesh/D056667 Visual Perception https://id.nlm.nih.gov/mesh/D014796 Facial Expression https://id.nlm.nih.gov/mesh/D005149 Reconnaissance faciale (Informatique) Vision par ordinateur. Perception visuelle. Physionomie. visual perception. aat COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision fast Facial expression fast Human face recognition (Computer science) fast Visual perception fast Tsihrintzis, George A. http://id.loc.gov/authorities/names/nb2008014822 has work: Visual affect recognition (Text) https://id.oclc.org/worldcat/entity/E39PCG6g6gPT77vTk94qC4cQMP https://id.oclc.org/worldcat/ontology/hasWork Print version: Stathopoulou, Ioanna-Ourania. Visual affect recognition. Amsterdam ; Washington, DC : IOS Press, 2010 9781607505969 (OCoLC)669738922 Frontiers in artificial intelligence and applications ; 214. http://id.loc.gov/authorities/names/n92019289 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=342845 Volltext |
spellingShingle | Stathopoulou, Ioanna-Ourania Visual affect recognition / Frontiers in artificial intelligence and applications ; Title page; Contents; Introduction; Motivation; Organization of this monograph; Psychological Studies on Emotion Perception; Emotion vs affect vs feelings; Emotions and culture; Basic Emotions; Culturally Specific Expressions of Emotions; Higher Cognitive Emotions; Neurobiology and Emotion Expression; Cerebral Cortex; Amygdala; Superior Temporal Sulcus; Implicit and Explicit Perception of Emotion; Expression of Emotion; Written Language; Speech; Facial Expressions; Body movements and Hand gestures; Facial Expression of Emotion. Previous Attempts to Facial Emotion Quantification and ClassificationExternal Factors in Facial Emotion Perception; Face and Facial Expressions: Their Role; The Importance of Understanding Emotions; Meeting Emotional Needs with the Help of Advanced Human-Computer Interaction Techniques; Supporting emotional skill needs; Supporting experiential needs; Studies and Systems on Emotion Recognition; Face Databases; Specifying Requirements for an Ideal Facial Expression Database; Previous Facial Expression Databases; Section Summary -- Results; Face Detection. Specifying Requirements for an Ideal Face Detection SystemPrevious Works on Face Detection; Section Summary -- Results; Facial Expression Classification System; Specifying Requirements for our Facial Expression Classification System; Facial Expression Classification Approaches; Section Summary -- Results; Face Image Databases; The Database of Low Quality Face Images (DBLQFI); The Database of High Quality Face Images (DBHQFI); Empirical Studies on Emotion Recognition; Preliminary Questionnaires; Newer (Detailed) Questionnaires; The detailed questionnaire structure. The observer and subject backgroundsResults from Statistical Analysis; Statistical Analysis per Expression; Difficulties of Facial Expression Classification as Outlined by the Participants; Statistical Significance of the Results; Extraction of Facial Expression Classification Features; Summary -- Conclusions; Visual-Facial Emotion Recognition System; Face Detection; P. Sinha's Template; The Face Detection Algorithm -- Image Preprocessing; Artificial Neural Network-Based Face Detectors; Performance Evaluation; Summary and Conclusions; Introduction to our Facial Expression Recognition System. First attempts for facial expression recognitionThe Facial Expression Classification Algorithm (1st Attempts); Feature Validation (First Attempts); Neural Network Classifiers (First Attempts); Results from neural network classifiers (First Attempts); Facial expression recognition system; Feature Selection; Image Preprocessing and Feature Extraction; The extraction algorithm for the rest of facial features; Combination of all and computation of feature vector; Quantification of Feature Discrimination Power; Classifiers for Facial Expression Classification; Classification Performance Assessment. Human face recognition (Computer science) http://id.loc.gov/authorities/subjects/sh97003901 Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Visual perception. http://id.loc.gov/authorities/subjects/sh85143926 Facial expression. http://id.loc.gov/authorities/subjects/sh85046804 Biometric Identification https://id.nlm.nih.gov/mesh/D056667 Visual Perception https://id.nlm.nih.gov/mesh/D014796 Facial Expression https://id.nlm.nih.gov/mesh/D005149 Reconnaissance faciale (Informatique) Vision par ordinateur. Perception visuelle. Physionomie. visual perception. aat COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision fast Facial expression fast Human face recognition (Computer science) fast Visual perception fast |
subject_GND | http://id.loc.gov/authorities/subjects/sh97003901 http://id.loc.gov/authorities/subjects/sh85029549 http://id.loc.gov/authorities/subjects/sh85143926 http://id.loc.gov/authorities/subjects/sh85046804 https://id.nlm.nih.gov/mesh/D056667 https://id.nlm.nih.gov/mesh/D014796 https://id.nlm.nih.gov/mesh/D005149 |
title | Visual affect recognition / |
title_auth | Visual affect recognition / |
title_exact_search | Visual affect recognition / |
title_full | Visual affect recognition / Ioanna-Ourania Stathopoulou and George A. Tsihrintzis. |
title_fullStr | Visual affect recognition / Ioanna-Ourania Stathopoulou and George A. Tsihrintzis. |
title_full_unstemmed | Visual affect recognition / Ioanna-Ourania Stathopoulou and George A. Tsihrintzis. |
title_short | Visual affect recognition / |
title_sort | visual affect recognition |
topic | Human face recognition (Computer science) http://id.loc.gov/authorities/subjects/sh97003901 Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Visual perception. http://id.loc.gov/authorities/subjects/sh85143926 Facial expression. http://id.loc.gov/authorities/subjects/sh85046804 Biometric Identification https://id.nlm.nih.gov/mesh/D056667 Visual Perception https://id.nlm.nih.gov/mesh/D014796 Facial Expression https://id.nlm.nih.gov/mesh/D005149 Reconnaissance faciale (Informatique) Vision par ordinateur. Perception visuelle. Physionomie. visual perception. aat COMPUTERS Computer Vision & Pattern Recognition. bisacsh Computer vision fast Facial expression fast Human face recognition (Computer science) fast Visual perception fast |
topic_facet | Human face recognition (Computer science) Computer vision. Visual perception. Facial expression. Biometric Identification Visual Perception Facial Expression Reconnaissance faciale (Informatique) Vision par ordinateur. Perception visuelle. Physionomie. visual perception. COMPUTERS Computer Vision & Pattern Recognition. Computer vision Facial expression Visual perception |
url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=342845 |
work_keys_str_mv | AT stathopoulouioannaourania visualaffectrecognition AT tsihrintzisgeorgea visualaffectrecognition |