Automatsko ocjenjivanje izraza lica u taksonomiji FACS

master's thesis

• Title (english): Automatic FACS Scoring of Facial Expressions
• Author: Andro Miletić
• Mentor: Igor Sunday Pandžić (mentor)
• Committee member: Igor Sunday Pandžić (predsjednik povjerenstva)
• Committee member: Krešimir Matković (član povjerenstva)
• Committee member: Lea Skorin-Kapov (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-07-08, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

Cilj ovoga rada je ponuditi programsko rješenje automatskog ocjenjivanja izraza lica koristeći taksonomiju FACS (Facial Action Coding System) sustava te sprovesti analizu uspješnosti takvog rješenja. U radu su navedene osnove taksonomije FACS, spomenute su korištene tehnologije prilikom izrade programa te je detaljno objašnjen razvijeni program. U radu je opisan način ocjenjivanja uspješnosti rada te su prikazani konačni rezultati. Konačno, rad donosi detaljan komentar rezultata te moguće promjene u samoj implementaciji u svrhu poboljšanja programske podrške.

Abstract (english)

The aim of this paper is to offer a software solution for automatic evaluation of facial expressions using the taxonomy of the FACS (Facial Action Coding System) system and to conduct an analysis of the success of such a solution. The paper presents the basics of FACS taxonomy, mentions the technologies used in the development of the program and explains in detail the developed program. The paper describes the method of evaluating the performance and presents the results. Finally, the paper provides a detailed commentary on the results and possible changes in the implementation itself to improve the software.

• Keywords: lice; izraz; automatsko; detekcija; ocjenjivanje; testiranje; program
• Keywords (english): face; expression; automatic; detection; evaluation; testing; software
• Language: croatian
• URN:NBN: urn:nbn:hr:168:122633
• Study programme: Title: Information and Communication Technology; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-13 13:11:15