Fire Detection Algorithms Using Multimodal ... - Bilkent University

CHAPTER 2. FLAME DETECTION IN VISIBLE RANGE VIDEO 33Table 2.2: Comparison of the proposed method (Method-2.1), the method basedon color and temporal variation clues only (Method-2.2) described in [64], andthe method proposed in [17] (Method-2.3).Number of frames Number of falseVideo Number of frames detected as fire positive frames Descriptionsequences with fire Method Method2.1 2.2 2.3 2.1 2.2 2.3Movie 1 0 0 46 13 0 46 13A fire-coloredmoving truckMovie 2 5 5 5 5 0 0 0 Fire in a gardenMovie 3 0 0 7 5 0 7 5A car leavinga fire-coloredparking lotMovie 4 37 37 44 47 0 7 10 A burning boxMovie 5 64 64 88 84 0 24 20Movie 6 41 41 56 50 0 15 9Movie 7 0 0 14 7 0 14 7Movie 8 18 18 18 18 0 0 0Movie 9 0 0 15 5 0 15 5Movie 10 0 0 0 0 0 0 0Movie 11 0 2 107 86 2 107 86A burning pileof woodFire behind aman with a firecolored shirtFour men walkingin a roomFire ina fireplaceA crowdedparking lotTraffic ona highwayDancing manwithfire-colored shirt