Kosmas Dimitropoulos

Fire Detection from Images Using Faster R-CNN and Multidimensional Texture Analysis

In this paper, we propose a novel image-based fire detection approach, which combines the power of modern deep learning networks with multidimensional texture analysis based on higher-order linear dynamical systems. The candidate fire regions are identified by a Faster R-CNN network trained for the…