Dataset Open Access

FIRESENSE database of videos for flame and smoke detection

Nikos Grammalidis; Kosmas Dimitropoulos; Enis Cetin

The FIRESENSE database, developed within the FP7-ENV-244088
''FIRESENSE - Fire Detection and Management through a Multi-Sensor Network for
the Protection of Cultural Heritage Areas from the Risk of Fire and Extreme
Weather" project contains videos for testing flame and smoke detection algorithms.


a) for flame detection 11 positive and 16 negative videos are provided, while

b) for smoke detection, 13 positive and 9 negative videos are provided.

Results using this database are presented in many papers, including:

  1. K. Dimitropoulos, P. Barmpoutis, N. Grammalidis, "Spatio-Temporal Flame Modeling and Dynamic Texture Analysis for Automatic Video-Based Fire Detection", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 25, No. 2, February 2015, pp. 339-351.



Files (820.3 MB)
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Data volume 4.7 TB4.7 TB
Unique views 4,9884,997
Unique downloads 2,3132,317


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