結合情緒辨識與虛擬實境於團體通訊諮商之應用

Combine Facial Expression Detection and Virtual Reality in Remote Group Counseling Application

彭振君(Cheng-Chun Peng)

指導教授 ： 周建興

淡江大學/工學院/電機工程學系人工智慧機器人碩士班/碩士(2022年)

https://doi.org/10.6846/TKU.2022.00715

摘要

本論文以團體通訊諮商為研究主題，並以VRChat平台設計一套結合情緒辨識與虛擬實境的通訊諮商系統。此系統讓諮商師與團體成員能在VR的場景中進行冥想、場域體驗、與自我認知探索。此外，我們也觀察到在VRChat的諮商過程中，諮商師很難即時且精準地注意到每位的情緒狀況。因此我們利用影像辨識的技術判斷參與者的情緒以及專注度，並將這些情緒資訊即時地提供給諮商師與團體成員，以提升諮商的成效。最後當系統辨識到參與者有負面情緒或是分心時，此系統會產生舒適的香氛，以協助使用者在諮商時能更加集中精神與放鬆情緒。

關鍵字

情緒辨識 ； 分心偵測 ； 虛擬實境 ； 團體通訊諮商

並列摘要

This paper takes group remote counseling as the research topic, and uses VRChat platform to design a remote counseling system that combines emotion recognition and virtual reality. This system enables counselors and group members to conduct meditation, field experience, and self-awareness exploration in a VR setting. In addition, we also observed that during the VRChat counseling process, it is difficult for the counselor to immediately and accurately notice the emotional state of each person. Therefore, we use image recognition technology to judge participants' emotions and concentration. Also, we provide emotion information to counselors and group members in real time to improve the effectiveness of counseling. Finally, when the system recognizes that the participant has negative emotions or distractions, the system will generate a comfortable fragrance to help the user be more focused and relaxed during the counseling.

並列關鍵字

Facial Expression Recognition ； Distraction Detection ； Virtual Reality ； Remote Group Counseling

參考文獻

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