A ground system for early forest fire detection based on infrared signal processing

被引:7
作者
Bosch, I. [1 ]
Gomez, S. [1 ]
Vergara, L. [1 ]
机构
[1] Univ Politecn Valencia, Inst Telecommun & Multimedia Applicat iTEAM, Signal Proc Grp, Valencia 46022, Spain
关键词
REDUCTION;
D O I
10.1080/01431161.2010.490245
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This article presents a ground remote automatic system for forest surveillance based on infrared signal processing applied to early fire detection. Advanced techniques, which are based on infrared signal processing, are used in order to process the captured images. With the aim of determining the presence or absence of fire, the system performs the fusion of different detectors that exploit different expected characteristics of a real fire, such as persistence and increase. Theoretical simulations and practical results are presented to corroborate the control of the probability of false alarm. Results in a real environment are also presented to authenticate the accuracy of the operation of the proposed system. In particular, some experiments have been done to evaluate the delay of the system (tens of seconds on average) in detecting a controlled ground fire in a range of 1-10 km. Moreover, temporary evolution of false alarms and true detections are presented to evaluate the long-term performance of the system in a real environment. We have reached a detection probability of 100% at a false alarm rate of around 1 x 10(-9).
引用
收藏
页码:4857 / 4870
页数:14
相关论文
共 12 条
  • [1] An intelligent system for false alarm reduction in infrared forest-fire detection
    Arrue, BC
    Ollero, A
    de Dios, JRM
    [J]. IEEE INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 2000, 15 (03): : 64 - 73
  • [2] A prediction/detection scheme for automatic forest fire surveillance
    Bernabeu, P
    Vergara, L
    Bosh, I
    Igual, J
    [J]. DIGITAL SIGNAL PROCESSING, 2004, 14 (05) : 481 - 507
  • [3] Bosch Ignacio, 2007, 2007 International Conference on Sensor Technologies and Applications - SensorComm 2007, P572, DOI 10.1109/SENSORCOMM.2007.4394981
  • [4] Bosch I., 2006, NATO SCI SERIES COMP, V6, P931
  • [5] Infrared image processing and its application to forest fire surveillance
    Bosch, Ignacio
    Gomez, Soledad
    Vergara, Luis
    Moragues, Jorge
    [J]. 2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, 2007, : 283 - 288
  • [6] Reduction of false alarm rate in automatic forest fire infrared surveillance systems
    Briz, S
    de Castro, AJ
    Aranda, JM
    Meléndez, J
    López, F
    [J]. REMOTE SENSING OF ENVIRONMENT, 2003, 86 (01) : 19 - 29
  • [7] Real-time fire and flame detection in video
    Dedeoglu, Y
    Töreyin, BU
    Güdükbay, U
    Çetin, AE
    [J]. 2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 669 - 672
  • [8] Li J, 2005, INT GEOSCI REMOTE SE, P3135
  • [9] Mathematical models and calculation systems for the study of wildland fire behaviour
    Pastor, E
    Zárate, L
    Planas, E
    Arnaldos, J
    [J]. PROGRESS IN ENERGY AND COMBUSTION SCIENCE, 2003, 29 (02) : 139 - 153
  • [10] Automatic signal detection applied to fire control by infrared digital signal processing
    Vergara, L
    Bernabeu, P
    [J]. SIGNAL PROCESSING, 2000, 80 (04) : 659 - 669