This review is focused on video flame and smoke based fire detection algorithms for both
indoor and outdoor environments. It analyzes and discusses them in a taxonomical manner …

Nowadays, the challenges related to technological and environmental development are
becoming increasingly complex. Among the environmentally significant issues, wildfires …

This is a review article describing the recent developments in Video based Fire Detection
(VFD). Video surveillance cameras and computer vision methods are widely used in many …

We present the DynTex database of high-quality dynamic texture videos. It consists of over
650 sequences of dynamic textures, mostly in everyday surroundings. Additionally, we …

Fire is a recurring event that usually causes a lot of social, environmental, ecological, and
economic damage in different environments. Therefore, machine vision-based fire detection …

A method for smoke detection in video is proposed. It is assumed the camera monitoring the
scene is stationary. Since the smoke is semi-transparent, edges of image frames start …

This paper proposes a video-based fire detection system which uses color, spatial and
temporal information. The system divides the video into spatio-temporal blocks and uses …

This paper proposes a novel method to detect flames in video by processing the data
generated by an ordinary camera monitoring a scene. In addition to ordinary motion and …

A video flame detection method based on the multi-feature fusion is presented in this paper.
The temporal and spatial characteristics of flames, such as ordinary flame movement and …

Real-time video fire flame and smoke detection method based on foreground image
accumulation and optical flow technique is presented. Accumulation images are calculated …