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.

Specifically:

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)
Name Size
fire_videos.1406.zip
md5:7cfe8286cc4b45193149186bf67ea00d
622.7 MB Download
smoke_videos.1407.zip
md5:5ee6bc867c4a9332b4e75f308c26fc23
197.6 MB Download
2,572
5,499
views
downloads
All versions This version
Views 2,5722,572
Downloads 5,4995,499
Data volume 3.1 TB3.1 TB
Unique views 2,3912,391
Unique downloads 1,0001,000

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