Ubiquitous Technologies for Emotion Recognition

• Autres auteurs: Banos, Oresti (Éditeur intellectuel), Castro, Luis A. (Éditeur intellectuel), Villalonga, Claudia (Éditeur intellectuel)
• Format: Électronique Chapitre de livre
• Langue: anglais
• Publié: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Sujets: Information technology industries; self-management interview application; emotion analysis; facial recognition; image-mining; deep convolutional neural network; emotion recognition; pattern recognition; texture descriptors; mobile tool; neuromarketing; brain computer interface (BCI); consumer preferences; EEG signal; deep learning; deep neural network (DNN); electroencephalogram (EEG); logistic regression; Gaussian kernel; Laplacian prior; affective computing; human-robot interaction; thermal IR imaging; social robots; facial expression analysis; line segment feature analysis; dimensionality reduction; convolutional recurrent neural network; driver health risk; intelligent speech signal processing; human computer interaction; supervised learning; computer vision; optical flow; micro facial expressions; real-time processing; driver stress state; IR imaging; machine learning; support vector machine (SVR); advanced driver-assistance systems (ADAS); artificial intelligence; image processing; video processing
• Accès en ligne: DOAB: download the publication; DOAB: description of the publication

Résumé

Emotions play a very important role in how we think and behave. As such, the emotions we feel every day can compel us to act and influence the decisions and plans we make about our lives. Being able to measure, analyze, and better comprehend how or why our emotions may change is thus of much relevance to understand human behavior and its consequences. Despite the great efforts made in the past in the study of human emotions, it is only now, with the advent of wearable, mobile, and ubiquitous technologies, that we can aim to sense and recognize emotions, continuously and in real time. This book brings together the latest experiences, findings, and developments regarding ubiquitous sensing, modeling, and the recognition of human emotions.

Description matérielle

1 electronic resource (174 p.)

ISBN

books978-3-0365-1801-5
9783036518022
9783036518015

Accès

Open Access