Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection
Current research shows that an autonomous vehicle is being widely re-searched to increase safety on the road. In this research, computer vision system for an autonomous vehicle is important system that is needed as it mimics the human eyes and brain on road. By implementing some of image processing...
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| Format: | Conference or Workshop Item |
| Language: | English English |
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2018
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| Online Access: | http://umpir.ump.edu.my/id/eprint/22426/1/45.%20Implementation%20of%20aggregate%20channel%20feature%20%28ACF%29%20function%20detector.pdf http://umpir.ump.edu.my/id/eprint/22426/2/45.1%20Implementation%20of%20aggregate%20channel%20feature%20%28ACF%29%20function%20detector.pdf |
| _version_ | 1825812293427920896 |
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| author | Siti Khairatul Atika, Ahmad Kamal Ahmad Shahrizan, Abdul Ghani |
| author_facet | Siti Khairatul Atika, Ahmad Kamal Ahmad Shahrizan, Abdul Ghani |
| author_sort | Siti Khairatul Atika, Ahmad Kamal |
| collection | UMP |
| description | Current research shows that an autonomous vehicle is being widely re-searched to increase safety on the road. In this research, computer vision system for an autonomous vehicle is important system that is needed as it mimics the human eyes and brain on road. By implementing some of image processing technique, a data of camera vision obtained. This research is focusing on implementation of Aggregate Channel Fea-ture (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection. ACF is used for vehicle recognition and detection. This technique analyzing the feature of the vehicles based on the series of image data. Besides that, we are apply-ing Contrast-limited adaptive histogram equalization (CLAHE) image enhancement technique for more accurate vehicle recognition and detection. |
| first_indexed | 2024-03-06T12:27:01Z |
| format | Conference or Workshop Item |
| id | UMPir22426 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:27:01Z |
| publishDate | 2018 |
| record_format | dspace |
| spelling | UMPir224262018-12-13T01:06:45Z http://umpir.ump.edu.my/id/eprint/22426/ Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection Siti Khairatul Atika, Ahmad Kamal Ahmad Shahrizan, Abdul Ghani TS Manufactures Current research shows that an autonomous vehicle is being widely re-searched to increase safety on the road. In this research, computer vision system for an autonomous vehicle is important system that is needed as it mimics the human eyes and brain on road. By implementing some of image processing technique, a data of camera vision obtained. This research is focusing on implementation of Aggregate Channel Fea-ture (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection. ACF is used for vehicle recognition and detection. This technique analyzing the feature of the vehicles based on the series of image data. Besides that, we are apply-ing Contrast-limited adaptive histogram equalization (CLAHE) image enhancement technique for more accurate vehicle recognition and detection. 2018 Conference or Workshop Item NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22426/1/45.%20Implementation%20of%20aggregate%20channel%20feature%20%28ACF%29%20function%20detector.pdf pdf en http://umpir.ump.edu.my/id/eprint/22426/2/45.1%20Implementation%20of%20aggregate%20channel%20feature%20%28ACF%29%20function%20detector.pdf Siti Khairatul Atika, Ahmad Kamal and Ahmad Shahrizan, Abdul Ghani (2018) Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection. In: 10th National Technical Seminar on Underwater System Technology 2018 (NUSYS'18) , 26 - 27 September 2018 , Universiti Malaysia Pahang. pp. 1-15.. (Unpublished) (Unpublished) |
| spellingShingle | TS Manufactures Siti Khairatul Atika, Ahmad Kamal Ahmad Shahrizan, Abdul Ghani Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection |
| title | Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection |
| title_full | Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection |
| title_fullStr | Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection |
| title_full_unstemmed | Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection |
| title_short | Implementation of aggregate channel feature (ACF) function detector feature-based vehicle detection for an autonomous vehicle detection |
| title_sort | implementation of aggregate channel feature acf function detector feature based vehicle detection for an autonomous vehicle detection |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/22426/1/45.%20Implementation%20of%20aggregate%20channel%20feature%20%28ACF%29%20function%20detector.pdf http://umpir.ump.edu.my/id/eprint/22426/2/45.1%20Implementation%20of%20aggregate%20channel%20feature%20%28ACF%29%20function%20detector.pdf |
| work_keys_str_mv | AT sitikhairatulatikaahmadkamal implementationofaggregatechannelfeatureacffunctiondetectorfeaturebasedvehicledetectionforanautonomousvehicledetection AT ahmadshahrizanabdulghani implementationofaggregatechannelfeatureacffunctiondetectorfeaturebasedvehicledetectionforanautonomousvehicledetection |