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https://elib.psu.by/handle/123456789/37375| Title: | A new hybrid algorithm for fire detection using CCTV |
| Authors: | Tychko, D. Bohush, R. |
| Issue Date: | 2014 |
| Publisher: | Полоцкий государственный университет |
| Citation: | Tychko, D. A new hybrid algorithm for fire detection using CCTV / D. Tychko, R. Bohush // European and National Dimension in Research = Европейский и национальный контексты в научных исследованиях : electronic collected materials of IX Junior Researchers' Conference, Novopolotsk, April 22-23, 2014 : in 3 parts / Ministry of Education of Belarus, Polotsk State University ; ed. Dr. Dzmitry Lazouski [et al.]. - Novopolotsk : PSU, 2014. - Part 3 : Technology. - P. 131-133. |
| Abstract: | This paper proposes a new method to detect smoke and/or flame in real-time by processing the video data from CCTV. Distinctive features of the algorithm is employment of spatial and temporal wavelet analysis for both flame and smoke on the stage of classification and reducing a possibility of false detection by chaotic movement estimation in revealed areas in terms of movement vectors. Experimental results show that the proposed method is successful in detecting fire. |
| URI: | https://elib.psu.by/handle/123456789/37375 |
| Appears in Collections: | European and National Dimension in Research. Technology. 2014 Машинное обучение. Обработкой изображений и видео. Интеллектуальные системы. Информационная безопасность |
Files in This Item:
| File | Size | Format | |
|---|---|---|---|
| 131-133.pdf | 113.37 kB | Adobe PDF | View/Open |
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