메뉴 건너뛰기




Volumn 51, Issue 1, 2012, Pages

Wildfire smoke detection using temporospatial features and random forest classifiers

Author keywords

histogram of gradient; multiclass support vector machine; random forest; temporospatial feature; wildfire smoke detection

Indexed keywords

HISTOGRAM OF GRADIENT; MULTI-CLASS SUPPORT VECTOR MACHINES; RANDOM FOREST; TEMPOROSPATIAL FEATURE; WILDFIRE SMOKE; HISTOGRAM OF GRADIENTS; RANDOM FORESTS;

EID: 84856888722     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.OE.51.1.017208     Document Type: Article
Times cited : (80)

References (22)
  • 1
    • 84862901067 scopus 로고    scopus 로고
    • Current trend in natural disaster warning systems based on computer vision techniques
    • Beijing, China
    • Ko, B. C. et al., Current trend in natural disaster warning systems based on computer vision techniques., in Proc. First Asian Conf. Pattern Recognition, pp. 1-5, Beijing, China (2011).
    • (2011) Proc. First Asian Conf. Pattern Recognition , pp. 1-5
    • Ko, B.C.1
  • 2
    • 79953152679 scopus 로고    scopus 로고
    • Vision based forest smoke detection using analyzing of temporal patterns of smoke and their probability models
    • 10.1117/12.871995
    • Ham, S. J., B. C. Ko and J. Y. Nam, Vision based forest smoke detection using analyzing of temporal patterns of smoke and their probability models., Proc. SPIE 7877, 78770A (2011). 10.1117/12.871995
    • (2011) Proc. SPIE , vol.7877
    • Ham, S.J.1    Ko, B.C.2    Nam, J.Y.3
  • 4
    • 77957195056 scopus 로고    scopus 로고
    • Histogram-based smoke segmentation in forest fire detection system
    • Krstinić, D., D. Stipaniev and T. Jakovević, Histogram-based smoke segmentation in forest fire detection system., Inform. Tech. Contr. 38 (3), 237-244 (2009).
    • (2009) Inform. Tech. Contr. , vol.38 , Issue.3 , pp. 237-244
    • Krstinić, D.1    Stipaniev, D.2    Jakovević, T.3
  • 5
    • 70349759314 scopus 로고    scopus 로고
    • Smoke detection in video using wavelets and support vector machines
    • FSJODZ 0379-7112 10.1016/j.firesaf.2009.08.003
    • Gubbi, J., S. Marusica and M. Palaniswamia, Smoke detection in video using wavelets and support vector machines., Fire Safety J. 44 (8), 1110-1115 (2009). FSJODZ 0379-7112 10.1016/j.firesaf.2009.08.003
    • (2009) Fire Safety J. , vol.44 , Issue.8 , pp. 1110-1115
    • Gubbi, J.1    Marusica, S.2    Palaniswamia, M.3
  • 7
    • 77956566782 scopus 로고    scopus 로고
    • Wavelet-based smoke detection in outdoor video sequences
    • Seattle, USA
    • Gonzalez, R. G. et al., Wavelet-based smoke detection in outdoor video sequences., in Proc. 53rd IEEE Int. Midwest Symp. Circuits Syst., pp. 383-387, Seattle, USA (2010).
    • (2010) Proc. 53rd IEEE Int. Midwest Sym Circuits Syst. , pp. 383-387
    • Gonzalez, R.G.1
  • 9
    • 83455172862 scopus 로고    scopus 로고
    • Review of wildfire smoke detection techniques based on visible spectrum video analysis
    • Dubrovnik
    • Jakovević, T. et al., Review of wildfire smoke detection techniques based on visible spectrum video analysis., in Proc. 7th Int. Symp. Image Signal Processing Anal., pp. 480-484, Dubrovnik (2011).
    • (2011) Proc. 7th Int. Sym Image Signal Processing Anal. , pp. 480-484
    • Jakovević, T.1
  • 11
    • 79955944365 scopus 로고    scopus 로고
    • Nonparametric membership functions and fuzzy logic for vision sensor-based flame detection
    • OPEGAR 0091-3286 10.1117/1.3520069
    • Ko, B. C., H. J. Hwang and J. Y. Nam, Nonparametric membership functions and fuzzy logic for vision sensor-based flame detection., Opt. Eng. 49 (12), 127202 (2010). OPEGAR 0091-3286 10.1117/1.3520069
    • (2010) Opt. Eng. , vol.49 , Issue.12 , pp. 127202
    • Ko, B.C.1    Hwang, H.J.2    Nam, J.Y.3
  • 12
    • 77955714458 scopus 로고    scopus 로고
    • Early fire detection algorithm based on irregular patterns of flames and hierarchical Bayesian networks
    • FSJODZ 0379-7112 10.1016/j.firesaf.2010.04.001
    • Ko, B. C., K. -H Cheong and J.-Y. Nam, Early fire detection algorithm based on irregular patterns of flames and hierarchical Bayesian networks., Fire Safety J. 45, 262-270 (2010). FSJODZ 0379-7112 10.1016/j.firesaf.2010.04.001
    • (2010) Fire Safety J. , vol.45 , pp. 262-270
    • Ko, B.C.1    Cheong, K.-H.2    Nam, J.-Y.3
  • 13
    • 83255176172 scopus 로고    scopus 로고
    • Modeling and formalization of fuzzy finite automata for detection of irregular fire flames
    • 1051-8215 10.1109/TCSVT.2011.2157190
    • Ko, B. C., S. J. Ham and J. Y. Nam, Modeling and formalization of fuzzy finite automata for detection of irregular fire flames., IEEE Trans. Circuits Syst. Video Technol. 1-11 (2011). 1051-8215 10.1109/TCSVT.2011.2157190
    • (2011) IEEE Trans. Circuits Syst. Video Technol. , pp. 1-11
    • Ko, B.C.1    Ham, S.J.2    Nam, J.Y.3
  • 15
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • Breiman, L., Random forests., Mach. Learn. 45 (1), 5-32 (2001). MALEEZ 0885-6125 (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 16
    • 84855587086 scopus 로고    scopus 로고
    • X-ray image classification using random forests with local wavelet-based CS-local binary patterns
    • JDIMEW 10.1007/s10278-011-9380-3
    • Ko, B. C., S. H. Kim and J. Y. Nam, X-ray image classification using random forests with local wavelet-based CS-local binary patterns., J. Digit. Imag. 24 (6), 1141-1151 (2011). JDIMEW 10.1007/s10278-011-9380-3
    • (2011) J. Digit. Imag. , vol.24 , Issue.6 , pp. 1141-1151
    • Ko, B.C.1    Kim, S.H.2    Nam, J.Y.3
  • 17
    • 73549086970 scopus 로고    scopus 로고
    • Fast key point recognition using random ferns
    • 0162-8828 10.1109/TPAMI.2009.23
    • Ozuysal, M. et al., Fast key point recognition using random ferns., IEEE Trans. Pattern. Anal. Mach. Intell. 32 (3), 448-461 (2010). 0162-8828 10.1109/TPAMI.2009.23
    • (2010) IEEE Trans. Pattern. Anal. Mach. Intell. , vol.32 , Issue.3 , pp. 448-461
    • Ozuysal, M.1
  • 18
    • 84940644968 scopus 로고    scopus 로고
    • A mathematical theory of communication
    • Shannon, C. E., A mathematical theory of communication., Bell System Technical J. 27, 3379423 (2001).
    • (2001) Bell System Technical J. , vol.27 , pp. 3379423
    • Shannon, C.E.1
  • 20
    • 82955200909 scopus 로고    scopus 로고
    • Wildfire smoke-detection algorithms evaluation
    • Coimbra, Portugal
    • Jakovević, T. et al., Wildfire smoke-detection algorithms evaluation., in VI Int. Conf. Forest Fire Res., pp. 1-12, Coimbra, Portugal, (2010).
    • (2010) VI Int. Conf. Forest Fire Res. , pp. 1-12
    • Jakovević, T.1
  • 21
    • 59749104187 scopus 로고    scopus 로고
    • Fire detection based on vision sensor and support vector machines
    • FSJODZ 0379-7112 10.1016/j.firesaf.2008.07.006
    • Ko, B. C., K.-H. Cheong and J.-Y. Nam, Fire detection based on vision sensor and support vector machines., Fire Safety J. 44, 322-329 (2009). FSJODZ 0379-7112 10.1016/j.firesaf.2008.07.006
    • (2009) Fire Safety J. , vol.44 , pp. 322-329
    • Ko, B.C.1    Cheong, K.-H.2    Nam, J.-Y.3
  • 22
    • 84870254032 scopus 로고    scopus 로고
    • Covariance matrix-based fire and flame detection method in video
    • 0932-8092 10.1007/s00138-011-0369-1
    • Habibolu, Y. H., O. Gnay and A. E. etin, Covariance matrix-based fire and flame detection method in video., Mach. Vis. Appl. 1-11 (2011). 0932-8092 10.1007/s00138-011-0369-1
    • (2011) Mach. Vis. Appl. , pp. 1-11
    • Habibolu, Y.H.1    Gnay, O.2    Etin, A.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.