Automatic Prediction of Group Cohesiveness in Images
نویسندگان
چکیده
This article discusses the prediction of cohesiveness a group people in images. The is an essential indicator emotional state, structure, and success group. We study factors that influence perception group-level cohesion propose methods for estimating human-perceived on scale. To identify visual cues (attributes) cohesion, we conducted user survey. Image analysis performed at via multi-task convolutional neural network. A capsule network explored analyzing contribution facial expressions members predicting Group Cohesion Score (GCS). add GCS to Affect database ‘GAF-Cohesion database’. proposed model performs well achieves near human-level performance group's score. It interesting note as attribute, when jointly trained emotion prediction, helps increasing later task. suggests are correlated. Further, investigate effect face-level similarity, body pose subset task automatic perception.
منابع مشابه
prediction of ignition delay period in d.i diesel engines
a semi-empirical mathematical model for predicting physical part of ignition delay period in the combustion of direct - injection diesel engines with swirl is developed . this model based on a single droplet evaporation model . the governing equations , namely , equations of droplet motion , heat and mass transfer were solved simultaneously using a rung-kutta step by step unmerical method . the...
Variation in spatial cohesiveness in a group of Japanese macaques (Macaca fuscata) Short title: Group cohesiveness in Japanese macaques Authors:
متن کامل
Unearthed: The Other Side of Group Cohesiveness
One of the most consistently studied constructs in group dynamics research is Cohesiveness. It is a fact, that there is a tendency to see the effects of group cohesiveness as being largely positive. The periodic review of cohesiveness–performance relation had been positive. However, not much attention has been devoted to the fact that group cohesiveness can be detrimental to the group performan...
متن کاملfaculty of psychology and social sciences group of anthropology master thesis in major of anthropology
چکیده پایان نامه (شامل خلاصه، اهداف، روش های اجرا و نتایج به دست آمده): کار جمع آوری گو یش های محلی در سال های اخیر شتاب امیدوار کننده ای به خود گرفته است. شاید از بارزترین اهداف جمع آوری گویش های مختلف، ثبت و ضبط آن، جلوگیری از نابودی و مهمتر از همه حل مشکلات دستوری زبان رسمی باشد. دقت در فرآیند های زبانی گویش های محلی نوع ارتباط مردم نواحی مختلف با پیرامون نشان را به ما نشان خواهد داد. از س...
Leveraging Group Cohesiveness to Form Workflow Teams
Past literature shows that workflows will be performed with greater efficiency and/or effectiveness if workflow teams have higher group cohesiveness. The major contribution of this work in progress is the creation and implementation of a formal generalized methodology that incorporates ideas from two diverse fields: social network theory and workflow modeling, and allows optimization of work gr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Affective Computing
سال: 2022
ISSN: ['1949-3045', '2371-9850']
DOI: https://doi.org/10.1109/taffc.2020.3026095