Fire detection based on hidden Markov models

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.8K citations

Computing, Computer Science, Machine Learning +11

A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models

Jeffrey A. Bilmes · 1998 · 2.5K citations

Computing, Computer Science, Mathematics +17

An early fire-detection method based on image processing

Thou-Ho Chen, Ping-Hsueh Wu, Yung-Chuen Chiou · 2005 · 642 citations

Engineering, Computer Science, Computer Vision +16

Computer vision based method for real-time fire and flame detection

Yiğithan Dedeoğlu, Uğur Güdükbay, Ahmet Enis Çetin · Pattern Recognition Letters · 2005 · 631 citations

Engineering, Computer Science, Computer Vision +15

Fire detection in video sequences using a generic color model

Turgay Çelik, Hasan Demirel · Fire Safety Journal · 2008 · 542 citations

Engineering, Vision Science, Computer Vision +8