Real-time fire and flame detection in video

被引：66

作者：

Dedeoglu, Y ^{[1
]}

Töreyin, BU ^{[1
]}

Güdükbay, U ^{[1
]}

Çetin, AE ^{[1
]}

机构：

[1] Bilkent Univ, TR-06800 Bilkent, Ankara, Turkey

来源：

2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING | 2005年

关键词：

D O I：

10.1109/ICASSP.2005.1415493

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposes a novel method to detect fire and/or flame by processing the video data generated by an ordinary camera monitoring a scene. In addition to ordinary motion and color clues, flame and fire flicker is detected by analyzing the video in wavelet domain. Periodic behavior in flame boundaries is detected by performing temporal wavelet transform. Color variations in fire is detected by computing the spatial wavelet transform of moving fire-colored regions. Other clues used in the fire detection algorithm include irregularity of the boundary of the fire colored region and the growth of such regions in time. All of the above clues are combined to reach a final decision.

引用

页码：669 / 672

页数：4

共 10 条

[1] Voting-based simultaneous tracking of multiple video objects [J].

Amer, A .

IMAGE AND VIDEO COMMUNICATIONS AND PROCESSING 2003, PTS 1 AND 2, 2003, 5022 :500-511

[2]

BAGCI M, 2002, ELSERVIER SIGNAL PRO, P1941

[3]

Barnsley MF., 1988, Fractals Everywhere

[4] SIGNAL RECOVERY FROM WAVELET TRANSFORM MAXIMA [J].

CETIN, AE ;

ANSARI, R .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (01) :194-196

[5]

COLLINS RT, 1999, 8 INT TOP M ROB REM

[6]

Fastcom Technology SA, 2002, METH DEV DET FIR BAS

[7]

HEALEY G, 1993, CVPR 93, P15

[8]

LIU CB, 2004, ICPR 04, V4

[9] Flame recognition in video [J].

Phillips, W ;

Shah, M ;

Lobo, ND .

PATTERN RECOGNITION LETTERS, 2002, 23 (1-3) :319-327

[10]

STAUFFER C, 1999, CVPR 99, V2

← 1 →