A novel mining system for criminal issues from a video file within cloud computing environment
This paper presents a description of a novel mining system which mines the different occurrences (instances) of the same object from a video file. The framework of the system consists of four steps: segmenting the video file into stable tracks, extracting objects and their features from the tracks,...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IJENS Publisher
2014
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| Online Access: | http://psasir.upm.edu.my/id/eprint/36221/ http://psasir.upm.edu.my/id/eprint/36221/1/A%20novel%20mining%20system%20for%20criminal%20issues%20from%20a%20video%20file%20within%20cloud%20computing%20environment.pdf |
| _version_ | 1848848271500378112 |
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| author | Ibbini, Emad Mohammed Ibbini, Mohammed Salameh Kweh, Yeah Lun |
| author_facet | Ibbini, Emad Mohammed Ibbini, Mohammed Salameh Kweh, Yeah Lun |
| author_sort | Ibbini, Emad Mohammed |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper presents a description of a novel mining system which mines the different occurrences (instances) of the same object from a video file. The framework of the system consists of four steps: segmenting the video file into stable tracks, extracting objects and their features from the tracks, grouping these tracks into clusters based on their residing objects, and finally mining the instances of each object in the shared pool of configurable computing resources within cloud environment for more security. The paper also presents a critique and feedback for the system and proposes an idea to improve its performance. |
| first_indexed | 2025-11-15T09:31:51Z |
| format | Article |
| id | upm-36221 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T09:31:51Z |
| publishDate | 2014 |
| publisher | IJENS Publisher |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-362212015-12-29T12:51:54Z http://psasir.upm.edu.my/id/eprint/36221/ A novel mining system for criminal issues from a video file within cloud computing environment Ibbini, Emad Mohammed Ibbini, Mohammed Salameh Kweh, Yeah Lun This paper presents a description of a novel mining system which mines the different occurrences (instances) of the same object from a video file. The framework of the system consists of four steps: segmenting the video file into stable tracks, extracting objects and their features from the tracks, grouping these tracks into clusters based on their residing objects, and finally mining the instances of each object in the shared pool of configurable computing resources within cloud environment for more security. The paper also presents a critique and feedback for the system and proposes an idea to improve its performance. IJENS Publisher 2014 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/36221/1/A%20novel%20mining%20system%20for%20criminal%20issues%20from%20a%20video%20file%20within%20cloud%20computing%20environment.pdf Ibbini, Emad Mohammed and Ibbini, Mohammed Salameh and Kweh, Yeah Lun (2014) A novel mining system for criminal issues from a video file within cloud computing environment. International Journal of Video & Image Processing and Network Security, 14 (4). pp. 16-19. ISSN 2227-2755; ESSN: 2077-1207 http://www.ijens.org/IJVIPNS%20Vol%2014%20Issue%2004.html |
| spellingShingle | Ibbini, Emad Mohammed Ibbini, Mohammed Salameh Kweh, Yeah Lun A novel mining system for criminal issues from a video file within cloud computing environment |
| title | A novel mining system for criminal issues from a video file within cloud computing environment |
| title_full | A novel mining system for criminal issues from a video file within cloud computing environment |
| title_fullStr | A novel mining system for criminal issues from a video file within cloud computing environment |
| title_full_unstemmed | A novel mining system for criminal issues from a video file within cloud computing environment |
| title_short | A novel mining system for criminal issues from a video file within cloud computing environment |
| title_sort | novel mining system for criminal issues from a video file within cloud computing environment |
| url | http://psasir.upm.edu.my/id/eprint/36221/ http://psasir.upm.edu.my/id/eprint/36221/ http://psasir.upm.edu.my/id/eprint/36221/1/A%20novel%20mining%20system%20for%20criminal%20issues%20from%20a%20video%20file%20within%20cloud%20computing%20environment.pdf |