A new hough transform on face detection and recognition using integrated histograms
| Format: | Restricted Document |
|---|
| _version_ | 1860796943387590656 |
|---|---|
| building | INTELEK Repository |
| caption | Journal of Applied Sciences |
| collection | Online Access |
| collectionurl | https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072 |
| date | 2015-05-21 10:15:01 |
| format | Restricted Document |
| id | 10774 |
| institution | UniSZA |
| originalfilename | 4898-01-FH02-FIK-15-03564.pdf |
| person | Zahraddeen Sufyanu Fatma Susilawati Mohamad Abdulganiyu Abdu Yusuf and Bashir Muhammad |
| recordtype | oai_dc |
| resourceurl | https://intelek.unisza.edu.my/intelek/pages/view.php?ref=10774 |
| spelling | 10774 https://intelek.unisza.edu.my/intelek/pages/view.php?ref=10774 https://intelek.unisza.edu.my/intelek/pages/search.php?search=!collection407072 Restricted Document Article Journal application/pdf 9 1.6 Adobe Acrobat Pro DC 20 Paper Capture Plug-in Zahraddeen Sufyanu Fatma Susilawati Mohamad Abdulganiyu Abdu Yusuf and Bashir Muhammad 2015-05-21 10:15:01 Journal of Applied Sciences Hough transform histogram feature detection face recognition template matching ED Hough transform histogram feature detection face recognition template matching ED 4898-01-FH02-FIK-15-03564.pdf UniSZA Private Access A new hough transform on face detection and recognition using integrated histograms Journal of Applied Sciences Hough Transform (HT) is one of the useful algorithms in pattern recognition. It is popularly used to detect straight lines, circles and curves in images. This study discovered a new feature detection and extraction using the HT. The intensity of the input image was enhanced and histogram plot of the stretched image was obtained. However, HT functions perform transformation of Hough matrix, locate peak values and superimpose a plot on the features representing the original image. Hence, face features were detected and the extracted features proceeded for verification. Cross Correlation Technique (CCT) and Euclidean Distance (ED) were computed to determine the similarity between test images and neutral image. The experiment on FEI face database demonstrated the effectiveness of the new technique and obtained recognition with minimal error. Furthermore, the application of HT was improved and the benefits of the proposed algorithm were verified. It is believed that, the discovery is new in the domain. 15 6 903-910 |
| spellingShingle | A new hough transform on face detection and recognition using integrated histograms |
| subject | Hough transform histogram feature detection face recognition template matching ED |
| summary | Hough Transform (HT) is one of the useful algorithms in pattern recognition. It is popularly used to detect straight lines, circles and curves in images. This study discovered a new feature detection and extraction using the HT. The intensity of the input image was enhanced and histogram plot of the stretched image was obtained. However, HT functions perform transformation of Hough matrix, locate peak values and superimpose a plot on the features representing the original image. Hence, face features were detected and the extracted features proceeded for verification. Cross Correlation Technique (CCT) and Euclidean Distance (ED) were computed to determine the similarity between test images and neutral image. The experiment on FEI face database demonstrated the effectiveness of the new technique and obtained recognition with minimal error. Furthermore, the application of HT was improved and the benefits of the proposed algorithm were verified. It is believed that, the discovery is new in the domain. |
| title | A new hough transform on face detection and recognition using integrated histograms |
| title_full | A new hough transform on face detection and recognition using integrated histograms |
| title_fullStr | A new hough transform on face detection and recognition using integrated histograms |
| title_full_unstemmed | A new hough transform on face detection and recognition using integrated histograms |
| title_short | A new hough transform on face detection and recognition using integrated histograms |
| title_sort | new hough transform on face detection and recognition using integrated histograms |