Multimodal Intelligent Affect Detection with Kinect (Doctoral Consortium)
نویسندگان
چکیده
Communication between human beings involves complex and rich means. In the past decades, computers have successfully supported human in a variety of tasks such as calculating and memorizing. However, when confronted with the demand of multimodal interaction with users, can these indispensable partners make us satisfied? This research might answer this question.
منابع مشابه
Multimodal Affect Recognition using Kinect
Affect (emotion) recognition has gained significant attention from researchers in the past decade. Emotionaware computer systems and devices have many applications ranging from interactive robots, intelligent online tutor to emotion based navigation assistant. In this research data from multiple modalities such as face, head, hand, body and speech was utilized for affect recognition. The resear...
متن کاملHuman-Agent Teamwork in Collaborative Virtual Environments (Doctoral Consortium)
The growing interest in using Collaborative Virtual Environments (CVEs) increases the need to create heterogeneous teams comprised of humans and Intelligent Virtual Agents (IVAs). The main aim of my PhD is to study the factors that tend to improve team performance and foster collaboration between humans and IVAs in CVEs. To reach this aim, a framework, namely MACVILLE, was designed for multi-ag...
متن کاملIt’s All About the Process: Building Sensor-Driven Emotion Detectors with GIFT
Computational models of affect show considerable promise for enhancing the effectiveness of intelligent tutoring systems. Over the past decade, emotion detectors—which recognize learners’ emotional states at run-time using behavior logs and sensor data—have advanced substantially across a range of K-12 education settings. However, there are important open questions about how effectively these t...
متن کاملAggressive actions and anger detection from multiple modalities using Kinect
Prison facilities, mental correctional institutions, sports bars and places of public protest are prone to sudden violence and conflicts. Surveillance systems play an important role in mitigation of hostile behavior and improvement of security by detecting such provocative and aggressive activities. This research proposed using automatic aggressive behavior and anger detection to improve the ef...
متن کاملDetection of Alzheimer’s Disease in Elder People Using Gait Analysis and Kinect Camera
Introduction: Gait analysis through using modern technology for detection of Alzheimer's disease has found special attention by researchers over the last decade. In this study, skeletal data recorded with a Kinect camera, were used to analyze gait for the purpose of detecting Alzheimer's disease in elders. Method: In this applied-developmental experimental study, using a Kinect camera, data wer...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013