基於模糊邏輯之臉部表情辨識; Facial Expression Recognition based on Fuzzy Logic

NCU Institutional Repository > 資訊電機學院 > 電機工程研究所 > 博碩士論文 > Item 987654321/10350

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题名:	基於模糊邏輯之臉部表情辨識;Facial Expression Recognition based on Fuzzy Logic
作者:	鐘仁厚;REN- HOU JHONG
贡献者:	電機工程研究所
关键词:	表情辨識;特徵擷取;TSK模糊系統;facial expression;feature extraction;TSK fuzzy
日期:	2008-07-07
上传时间:	2009-09-22 12:13:25 (UTC+8)
出版者:	國立中央大學圖書館
摘要:	本論文主要是建立一套可以自動分析人臉表情的系統。研究的主要內容由三個部份所組成，包含人臉偵測（face detection）、特徵擷取（feature extraction）以及表情辨識（facial expression）。在人臉偵測部份，主要利用膚色偵測等影像處理技術將臉部區塊從複雜背景中取出。在特徵擷取部份，主要利用唇色偵測、邊緣偵測、眼睛偵測等影像處理技術從臉部區塊中取出嘴巴、眼睛、鼻子、皺眉、抬頭紋等特徵，然後從取得的特徵中求得開口特徵值、嘴型特徵值、嘴角特徵值、皺眉特徵值與抬頭紋特徵值，作為判斷表情的依據。在表情辨識部份，本論文採用Takagi–Sugeno–Kang（TSK）模糊系統，將上述求得的特徵值分析處理後，判斷是屬於以下何種表情：驚訝、生氣、悲傷、高興、噁心及正常表情。本論文採用自行拍攝的影像做為資料庫，並藉此資料庫來測試本系統表情辨識的成功率。最後將實驗結果進行分析與描述。 The goal of this thesis is to build a system which can analyze the facial expression. In this study, the major contents are composed of the “face detection”, “feature extraction” and “facial expression recognition”. At the part of face detection, we use the skin detection to pick up the facial region from the complicated background. Through the technique of “lip detection”, “edge detection” and “eyes detection”, we can find out the characteristics of the degree of opening month, the shape of month, the corner of the month, the frown and the wrinkles on the forehead. However those characteristics will be regard as the factors of the facial expression recognition. Moreover this thesis can determine the facial expression by Takagi-Sugeno-Kang (TSK) fuzzy system after analyzing the characteristics. Finally the system can recognize many facial expressions such as surprise, anger, sadness, happiness, disgust and normal expression. In order to measure the accuracy of the recognition, we establish a database with facial images and describe the experiment result in the end.
显示于类别:	[電機工程研究所] 博碩士論文

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