Citation:
Audrey Chenebert, Toby P. Breckon and Anna Gaszczak. A non-temporal texture driven approach to real-time fire detection. Proceedings of the 18th IEEE International Conference on Image Processing. 11-14 September 2011, Brussels, Belgium, Pages 1741-1744
Abstract:
Here we investigate the automatic detection of fire pixel regions in
conventional video (or still) imagery within realtime bounds. As an extension to
prior, established approaches within this field we specifically look to extend
the primary use of threshold-driven colour spectroscopy to the combined use of
colour-texture feature descriptors as an input to a trained classification
approach that is independent of temporal information. We show the limitations of
such spectroscopy driven approaches on simple, real-world examples and propose
our novel extension as a robust, real-time solution within this field by
combining simple texture descriptors to illustrate maximal ∼98% fire region
detecti