Video fire detection based on Gaussian Mixture Model and multi-color features

XF Han, JS Jin, MJ Wang, W Jiang, L Gao… - Signal, Image and Video …, 2017 - Springer
… Finally, our approach exhibits prominent advantages and fire detection ability tested on
videos with a complex environment and changing background, such as controlled1.avi and …

Fire detection algorithms for video images of large space structures

J Hou, J Qian, W Zhang, Z Zhao, P Pan - Multimedia tools and applications, 2011 - Springer
… , the latest fire detection methods are based on video image … In addition, some fire video
image recognition algorithms, … of algorithm tests on a fire video are conducted. These tests …

Real-time video fire/smoke detection based on CNN in antifire surveillance systems

S Saponara, A Elhanashi, A Gagliardi - Journal of Real-Time Image …, 2021 - Springer
Video-based fire detection is currently a standard technology due to image processing,
computer vision, and Artificial Intelligence. These systems have remarkable potential advantages …

A probabilistic approach for vision-based fire detection in videos

PVK Borges, E Izquierdo - … on circuits and systems for video …, 2010 - ieeexplore.ieee.org
… a new detection metric based on color for fire detection in videos. In addition, we have
exploited important visual features of fire, like boundary roughness and skewness of the fire pixel …

Video-based fire detection with saliency detection and convolutional neural networks

L Shi, F Long, CH Lin, Y Zhao - Advances in Neural Networks-ISNN 2017 …, 2017 - Springer
… the needs of various fire detection scenarios. In this paper we propose a new method of
video-based fire detection by combining image saliency detection and convolutional neural …

Evaluation of forest fire detection model using video captured by UAVs

H Dang-Ngoc, H Nguyen-Trung - 2019 19th International …, 2019 - ieeexplore.ieee.org
Fire detection model using UAVs is recently … fire detection using video collected by UAVs
is examined. Different from static images from CCTV, objects and background in the images

Fire detection in video surveillance using superpixel-based region proposal and ESE-ShuffleNet

P Wang, J Zhang, H Zhu - Multimedia Tools and Applications, 2023 - Springer
… This paper proposes a forest fire detection framework using superpixel-based suspicious
fire … In suspicious fire region proposal, we introduce a novel superpixel algorithm (SCMM) …

[PDF][PDF] A computer vision based method for fire detection in color videos

X Qi, J Ebert - International journal of imaging, 2009 - usu.edu
… of our fire detection system in terms of false positives and false negatives. The remaining
60 videos out of the non-fire videos do not have any characteristics that fire normally exhibits. …

Fire flame detection in video sequences using multi-stage pattern recognition techniques

TX Truong, JM Kim - Engineering Applications of Artificial Intelligence, 2012 - Elsevier
… approach outperforms existing fire detection algorithms in terms of accuracy of fire detection,
providing a low false alarm rate and high reliability in both indoor and outdoor test videos. …

A multi-modal video analysis approach for car park fire detection

S Verstockt, S Van Hoecke, T Beji, B Merci… - Fire safety journal, 2013 - Elsevier
video-based fire detection system, the present paper focuses on increasing the detection
Finally it is stressed that, although the paper is more application oriented and TOF images