A study on surveillance video abstraction techniques
The goal of surveillance video abstraction is to generate a video abstract that includes important events and object by eliminating the redundant frames, lacking from activity in original video. Although many research and progresses have been done in video abstraction, the developed approaches eithe...
| Main Authors: | , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2015
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/29711/1/A%20study%20on%20surveillance%20video%20abstraction%20techniques.pdf |
| _version_ | 1825947564856311808 |
|---|---|
| author | Chamasemani, Fereshteh Falah Affendey, Lilly Suriani Mustapha, Norwati Khalid, Fatimah |
| author_facet | Chamasemani, Fereshteh Falah Affendey, Lilly Suriani Mustapha, Norwati Khalid, Fatimah |
| author_sort | Chamasemani, Fereshteh Falah |
| collection | UPM |
| description | The goal of surveillance video abstraction is to generate a video abstract that includes important events and object by eliminating the redundant frames, lacking from activity in original video. Although many research and progresses have been done in video abstraction, the developed approaches either fail to accurately and effectively cover the overall visual content of video or they are computationally expensive in term of time or process. In this paper, firstly we critically review the applicable video abstraction techniques in surveillance domain based on our hierarchical classification, and then briefly introduce a new approach for generating a static surveillance video abstraction, which mitigate the drawbacks of reviewed approaches. |
| first_indexed | 2024-03-06T08:15:19Z |
| format | Conference or Workshop Item |
| id | upm.eprints-29711 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T08:15:19Z |
| publishDate | 2015 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-297112016-08-03T03:38:43Z http://psasir.upm.edu.my/id/eprint/29711/ A study on surveillance video abstraction techniques Chamasemani, Fereshteh Falah Affendey, Lilly Suriani Mustapha, Norwati Khalid, Fatimah The goal of surveillance video abstraction is to generate a video abstract that includes important events and object by eliminating the redundant frames, lacking from activity in original video. Although many research and progresses have been done in video abstraction, the developed approaches either fail to accurately and effectively cover the overall visual content of video or they are computationally expensive in term of time or process. In this paper, firstly we critically review the applicable video abstraction techniques in surveillance domain based on our hierarchical classification, and then briefly introduce a new approach for generating a static surveillance video abstraction, which mitigate the drawbacks of reviewed approaches. IEEE 2015 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/29711/1/A%20study%20on%20surveillance%20video%20abstraction%20techniques.pdf Chamasemani, Fereshteh Falah and Affendey, Lilly Suriani and Mustapha, Norwati and Khalid, Fatimah (2015) A study on surveillance video abstraction techniques. In: 5th IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2015), 27-29 Nov. 2015, Park Royal Penang Resort, Batu Ferringhi, Penang. (pp. 470-475). 10.1109/ICCSCE.2015.7482231 |
| spellingShingle | Chamasemani, Fereshteh Falah Affendey, Lilly Suriani Mustapha, Norwati Khalid, Fatimah A study on surveillance video abstraction techniques |
| title | A study on surveillance video abstraction techniques |
| title_full | A study on surveillance video abstraction techniques |
| title_fullStr | A study on surveillance video abstraction techniques |
| title_full_unstemmed | A study on surveillance video abstraction techniques |
| title_short | A study on surveillance video abstraction techniques |
| title_sort | study on surveillance video abstraction techniques |
| url | http://psasir.upm.edu.my/id/eprint/29711/1/A%20study%20on%20surveillance%20video%20abstraction%20techniques.pdf |
| work_keys_str_mv | AT chamasemanifereshtehfalah astudyonsurveillancevideoabstractiontechniques AT affendeylillysuriani astudyonsurveillancevideoabstractiontechniques AT mustaphanorwati astudyonsurveillancevideoabstractiontechniques AT khalidfatimah astudyonsurveillancevideoabstractiontechniques AT chamasemanifereshtehfalah studyonsurveillancevideoabstractiontechniques AT affendeylillysuriani studyonsurveillancevideoabstractiontechniques AT mustaphanorwati studyonsurveillancevideoabstractiontechniques AT khalidfatimah studyonsurveillancevideoabstractiontechniques |