Speeded up surveillance video indexing and retrieval using abstraction
Many researches have been conducted on video abstraction for quick viewing of video archives, however there is a lack of approach that considers abstraction as a pre-processing stage in video analysis. This paper aims to investigate the efficiency of integrating video abstraction in surveillance vid...
| Main Authors: | , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2017
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/59466/ http://psasir.upm.edu.my/id/eprint/59466/1/Speeded%20up%20surveillance%20video%20indexing%20and%20retrieval%20using%20abstraction.pdf |
| _version_ | 1848853928911831040 |
|---|---|
| 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 |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Many researches have been conducted on video abstraction for quick viewing of video archives, however there is a lack of approach that considers abstraction as a pre-processing stage in video analysis. This paper aims to investigate the efficiency of integrating video abstraction in surveillance video indexing and retrieval framework. The basic idea is to reduce the computational complexity and cost of overall processes by using the abstract version of the original video that excludes unnecessary and redundant information. The experimental results show a significant reduction of 87% in computational cost by using the abstract video rather than the original video in both indexing and retrieval processes. |
| first_indexed | 2025-11-15T11:01:46Z |
| format | Conference or Workshop Item |
| id | upm-59466 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:01:46Z |
| publishDate | 2017 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-594662018-03-06T06:40:04Z http://psasir.upm.edu.my/id/eprint/59466/ Speeded up surveillance video indexing and retrieval using abstraction Chamasemani, Fereshteh Falah Affendey, Lilly Suriani Mustapha, Norwati Khalid, Fatimah Many researches have been conducted on video abstraction for quick viewing of video archives, however there is a lack of approach that considers abstraction as a pre-processing stage in video analysis. This paper aims to investigate the efficiency of integrating video abstraction in surveillance video indexing and retrieval framework. The basic idea is to reduce the computational complexity and cost of overall processes by using the abstract version of the original video that excludes unnecessary and redundant information. The experimental results show a significant reduction of 87% in computational cost by using the abstract video rather than the original video in both indexing and retrieval processes. IEEE 2017 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/59466/1/Speeded%20up%20surveillance%20video%20indexing%20and%20retrieval%20using%20abstraction.pdf Chamasemani, Fereshteh Falah and Affendey, Lilly Suriani and Mustapha, Norwati and Khalid, Fatimah (2017) Speeded up surveillance video indexing and retrieval using abstraction. In: 2017 IEEE International Conference on Signal and Image Processing Applications (IEEE ICSIPA 2017), 12-14 Sept. 2017, Kuching, Sarawak. (pp. 374-378). 10.1109/ICSIPA.2017.8120639 |
| spellingShingle | Chamasemani, Fereshteh Falah Affendey, Lilly Suriani Mustapha, Norwati Khalid, Fatimah Speeded up surveillance video indexing and retrieval using abstraction |
| title | Speeded up surveillance video indexing and retrieval using abstraction |
| title_full | Speeded up surveillance video indexing and retrieval using abstraction |
| title_fullStr | Speeded up surveillance video indexing and retrieval using abstraction |
| title_full_unstemmed | Speeded up surveillance video indexing and retrieval using abstraction |
| title_short | Speeded up surveillance video indexing and retrieval using abstraction |
| title_sort | speeded up surveillance video indexing and retrieval using abstraction |
| url | http://psasir.upm.edu.my/id/eprint/59466/ http://psasir.upm.edu.my/id/eprint/59466/ http://psasir.upm.edu.my/id/eprint/59466/1/Speeded%20up%20surveillance%20video%20indexing%20and%20retrieval%20using%20abstraction.pdf |