基于机器视觉的大五人格智能测评分析系统研究
Journal: Engineering and Management Science DOI: 10.12238/ems.v6i6.8055
Abstract
在数字化时代背景下,线上面试和远程交流日益成为常态,对候选人进行快速、准确的人格特质评估变得尤为重要。本文提出了一种创新的大五人格评测分析方法及装置,旨在利用机器视觉技术通过简短的视频输入实现对受试者人格特质的高效识别。该系统核心包含三大模块:音频提取与特征分析模块、人脸特征获取模块以及大五人格感知模块。本文的研究重点在于展示该评测系统如何在不限制视频内容和场景的条件下,避免多次交互,通过单轮计算迅速得出大五人格感知结果。
Keywords
大五人格评测;机器视觉;音频特征提取;人格感知系统
Full Text
PDF - Viewed/Downloaded: 0 TimesReferences
[1] Gupta P,Bhowmick B,Pal A .Exploring the Feasibility of Face Video Based Instantaneous Heart-Rate for Micro-Expression Spotting[C]//2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops(CVPRW).IEEE,2018.
[2] Escalante H J,Kaya H,Salah A A,et al.Explaining First Impressions:Modeling,Recognizing,and Explaining Apparent Personality from Videos[J].IEEE Transactions on Affective Computing,2018,PP(99).
[3] Junior J C S J,Gucluturk Y,Perez M,et al.First Impressions:A Survey on Vision-based Apparent Personality Trait Analysis[J].IEEE Transactions on Affective Computing,2019,PP(99):1-1.
[2] Escalante H J,Kaya H,Salah A A,et al.Explaining First Impressions:Modeling,Recognizing,and Explaining Apparent Personality from Videos[J].IEEE Transactions on Affective Computing,2018,PP(99).
[3] Junior J C S J,Gucluturk Y,Perez M,et al.First Impressions:A Survey on Vision-based Apparent Personality Trait Analysis[J].IEEE Transactions on Affective Computing,2019,PP(99):1-1.
Copyright © 2024 李凯明
![Creative Commons License](http://licensebuttons.net/l/by-nc/4.0/88x31.png)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License