Graphical Facial Expression Analysis and Design Method: An Approach to Determine Humanoid Skin Deformation
نویسندگان
چکیده
The architecture of human face is complex consisting of 268 voluntary muscles that perform coordinated action to create real-time facial expression. In order to replicate facial expression on humanoid face by utilizing discrete actuators, the first and foremost step is the identification of a pair of origin and sinking points (SPs). In this paper, we address this issue and present a graphical analysis technique that could be used to design expressive robotic faces. The underlying criterion in the design of faces being deformation of a soft elastomeric skin through tension in anchoring wires attached on one end to the skin through the sinking point and the other end to the actuator. The paper also addresses the singularity problem of facial control points and important phenomena such as slacking of actuators. Experimental characterization on a prototype humanoid face was performed to validate the model and demonstrate the applicability on a generic platform. [DOI: 10.1115/1.4006519]
منابع مشابه
Facial Expression Recognition Based on Anatomical Structure of Human Face
Automatic analysis of human facial expressions is one of the challenging problems in machine vision systems. It has many applications in human-computer interactions such as, social signal processing, social robots, deceit detection, interactive video and behavior monitoring. In this paper, we develop a new method for automatic facial expression recognition based on facial muscle anatomy and hum...
متن کاملFacial Expression Recognition Based on Structural Changes in Facial Skin
Facial expressions are the most powerful and direct means of presenting human emotions and feelings and offer a window into a persons’ state of mind. In recent years, the study of facial expression and recognition has gained prominence; as industry and services are keen on expanding on the potential advantages of facial recognition technology. As machine vision and artificial intelligence advan...
متن کاملThe Effectiveness of Cognitive Empowerment of Mental Conditions in the Recognition of Facial Expression of Emotions in Addicts
Objective: The aim of this study was to investigate the effectiveness of cognitive empowerment of mental states in the recognition of facial expression of emotions in substance dependent individuals. Method: The present study employed a quasi-experimental design with pretest/posttest design and control group. A total of 30 addicts within the same age range, education level, and employment statu...
متن کاملDynamic Approach for Face Recognition Using Digital Image Skin Correlation
With the recent emphasis on homeland security, there is an increased interest in accurate and non-invasive techniques for face recognition. Most of the current techniques perform a structural analysis of facial features from still images. Recently, video-based techniques have also been developed but they suffer from low image-quality. In this paper, we propose a new method for face recognition,...
متن کاملبازشناسی جلوههای هیجانی با استفاده از تحلیل تفکیک پذیری مبتنی بر خوشه بندی چهره
Improvement of Facial expression recognition is aim of proposed method. This is a new formulation to the linear discriminant analysis. In the new formulation within-class and between-class covariance matrix are estimated on the each cluster and in the test phase new samples are mapped to the subspace that is related to the cluster of them. At the first we addressed clustering analysis of faces ...
متن کامل