DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING
The paper presents Haar feature extraction classifier based image processing technique for the analysis of human facial behavioral expressions. As an improvisation, some of instances misclassified by Haar classifier are further detected by subsequent classifier adaptive algorithm (Adaboost). Careful...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
ICT Academy of Tamil Nadu
2011-02-01
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| Series: | ICTACT Journal on Image and Video Processing |
| Subjects: | |
| Online Access: | http://ictactjournals.in/paper/IJIVP_5_162_165.pdf |
| _version_ | 1818271989114077184 |
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| author | P. Pavithra A. Balaji Ganesh |
| author_facet | P. Pavithra A. Balaji Ganesh |
| author_sort | P. Pavithra |
| collection | DOAJ |
| description | The paper presents Haar feature extraction classifier based image processing technique for the analysis of human facial behavioral expressions. As an improvisation, some of instances misclassified by Haar classifier are further detected by subsequent classifier adaptive algorithm (Adaboost). Careful attention is paid while generating the templates of various facial behavioral expressions including eye open, close, drowsy and smile. The obtained results create the possibilities of adapting an embedded image processor with the developed algorithms for the real time applications. The image processing algorithm is implemented by using Matlab. |
| first_indexed | 2024-12-12T21:34:56Z |
| format | Article |
| id | doaj.art-b09b97ce7de049a7bfbac69804389c84 |
| institution | Directory Open Access Journal |
| issn | 0976-9099 0976-9102 |
| language | English |
| last_indexed | 2024-12-12T21:34:56Z |
| publishDate | 2011-02-01 |
| publisher | ICT Academy of Tamil Nadu |
| record_format | Article |
| series | ICTACT Journal on Image and Video Processing |
| spelling | doaj.art-b09b97ce7de049a7bfbac69804389c842022-12-22T00:11:13ZengICT Academy of Tamil NaduICTACT Journal on Image and Video Processing0976-90990976-91022011-02-0113162165DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSINGP. Pavithra0A. Balaji Ganesh1Department of Computer Science & Engineering, Velammal Engineering College, Tamil Nadu, IndiaTIFAC-CORE, Velammal Engineering College, Tamil Nadu, IndiaThe paper presents Haar feature extraction classifier based image processing technique for the analysis of human facial behavioral expressions. As an improvisation, some of instances misclassified by Haar classifier are further detected by subsequent classifier adaptive algorithm (Adaboost). Careful attention is paid while generating the templates of various facial behavioral expressions including eye open, close, drowsy and smile. The obtained results create the possibilities of adapting an embedded image processor with the developed algorithms for the real time applications. The image processing algorithm is implemented by using Matlab.http://ictactjournals.in/paper/IJIVP_5_162_165.pdfHuman Facial Expression IdentificationHAAR ClassifierAdaboostImage Processing |
| spellingShingle | P. Pavithra A. Balaji Ganesh DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING ICTACT Journal on Image and Video Processing Human Facial Expression Identification HAAR Classifier Adaboost Image Processing |
| title | DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING |
| title_full | DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING |
| title_fullStr | DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING |
| title_full_unstemmed | DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING |
| title_short | DETECTION OF HUMAN FACIAL BEHAVIORAL EXPRESSION USING IMAGE PROCESSING |
| title_sort | detection of human facial behavioral expression using image processing |
| topic | Human Facial Expression Identification HAAR Classifier Adaboost Image Processing |
| url | http://ictactjournals.in/paper/IJIVP_5_162_165.pdf |
| work_keys_str_mv | AT ppavithra detectionofhumanfacialbehavioralexpressionusingimageprocessing AT abalajiganesh detectionofhumanfacialbehavioralexpressionusingimageprocessing |