메뉴 건너뛰기




Volumn 26, Issue 6, 2012, Pages 769-781

Automated visual recognition of dump trucks in construction videos

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND SUBTRACTION ALGORITHMS; COMPUTER VISION TECHNIQUES; CONSTRUCTION SITES; DATA EXTRACTION; DETECTION ALGORITHM; DUMP TRUCKS; EARTHMOVING; EARTHMOVING OPERATIONS; EQUIPMENT MONITORING; ERROR PRONES; HEAVY CIVIL; OFF-HIGHWAY DUMP TRUCKS; PERFORMANCE CONTROL; POTENTIAL TOOL; PRODUCTIVITY MEASUREMENTS; REAL-TIME APPLICATION; SURVEILLANCE VIDEO; VIDEO STREAMS; VISUAL RECOGNITION;

EID: 84869462297     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)CP.1943-5487.0000179     Document Type: Article
Times cited : (115)

References (42)
  • 1
  • 2
    • 14544290550 scopus 로고    scopus 로고
    • Content-based search engines for construction image databases
    • 0926-5805, 10.1016/j.autcon.2004.11.003
    • Brilakis, I., and, Soibelman, L. (2005). Content-based search engines for construction image databases. J. Autom. Constr. 0926-5805, 14 (4), 537-550. 10.1016/j.autcon.2004.11.003
    • (2005) J. Autom. Constr. , vol.14 , Issue.4 , pp. 537-550
    • Brilakis, I.1    Soibelman, L.2
  • 3
    • 26644473435 scopus 로고    scopus 로고
    • Material-based construction site image retrieval
    • JCCEE5 0887-3801, 10.1061/(ASCE)0887-3801(2005)19:4(341)
    • Brilakis, I., Soibelman, L., and, Shinagawa, Y. (2005). Material-based construction site image retrieval. J. Comput. Civ. Eng. JCCEE5 0887-3801, 19 (4), 341-355. 10.1061/(ASCE)0887-3801(2005)19:4(341)
    • (2005) J. Comput. Civ. Eng. , vol.19 , Issue.4 , pp. 341-355
    • Brilakis, I.1    Soibelman, L.2    Shinagawa, Y.3
  • 4
    • 79551684688 scopus 로고    scopus 로고
    • A Petri net simulation model for virtual construction of earthmoving operations
    • AUCOES 0926-5805, 10.1016/j.autcon.2010.09.015
    • Cheng, F. F., Wang, Y. W., Ling, X. Z., and, Bai, Y. (2011). A Petri net simulation model for virtual construction of earthmoving operations. Autom. Constr. AUCOES 0926-5805, 20 (2), 181-188. 10.1016/j.autcon.2010.09.015
    • (2011) Autom. Constr. , vol.20 , Issue.2 , pp. 181-188
    • Cheng, F.F.1    Wang, Y.W.2    Ling, X.Z.3    Bai, Y.4
  • 5
    • 79955535622 scopus 로고    scopus 로고
    • Automated object identification using optical video cameras on construction sites
    • 1093-9687, 10.1111/mice.2011.26.issue-5
    • Chi, S., and, Caldas, C. H. (2011). Automated object identification using optical video cameras on construction sites. Comput. Aided Civ. Infrastruct. Eng. 1093-9687, 26 (5), 368-380. 10.1111/mice.2011.26.issue-5
    • (2011) Comput. Aided Civ. Infrastruct. Eng. , vol.26 , Issue.5 , pp. 368-380
    • Chi, S.1    Caldas, C.H.2
  • 6
    • 84859591748 scopus 로고    scopus 로고
    • Image-based safety assessment: Automated spatial safety risk identification of earthmoving and surface mining activities
    • Chi, S., and, Caldas, C. H. (2012). Image-based safety assessment: Automated spatial safety risk identification of earthmoving and surface mining activities. J. Constr. Eng. Manage., 138 (3), 341-351.
    • (2012) J. Constr. Eng. Manage. , vol.138 , Issue.3 , pp. 341-351
    • Chi, S.1    Caldas, C.H.2
  • 7
  • 12
    • 77955422240 scopus 로고    scopus 로고
    • Object detection with discriminatively trained part based models
    • ITPIDJ 0162-8828, 10.1109/TPAMI.2009.167
    • Felzenszwalb, P. F., Girshick, R. B., McAllester, D., and, Ramanan, D. (2010). Object detection with discriminatively trained part based models. IEEE Trans. Pattern Anal. Mach. Intell. ITPIDJ 0162-8828, 32 (9), 1627-1645. 10.1109/TPAMI.2009.167
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell. , vol.32 , Issue.9 , pp. 1627-1645
    • Felzenszwalb, P.F.1    Girshick, R.B.2    McAllester, D.3    Ramanan, D.4
  • 13
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • JCSSBM 0022-0000, 10.1006/jcss.1997.1504
    • Freund, Y., and, Schapire, R. E. (1997). A decision-theoretic generalization of on-line learning and an application to boosting. J. Comput. Syst. Sci. JCSSBM 0022-0000, 55 (1), 119-139. 10.1006/jcss.1997.1504
    • (1997) J. Comput. Syst. Sci. , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 14
    • 70350154917 scopus 로고    scopus 로고
    • Application of D4AR - A 4 dimensional augmented reality model for automating construction progress monitoring data collection, processing and communication
    • 1874-4753, http://www.itcon.org/cgi-bin/works/Show?2009-13.
    • Golparvar-Fard, M., Peña-Mora, F., and, Savarese, S. (2009). Application of D4AR - A 4 dimensional augmented reality model for automating construction progress monitoring data collection, processing and communication. ITcon 1874-4753, 14, 129-153. http://www.itcon.org/cgi-bin/works/Show?2009-13.
    • (2009) ITcon , vol.14 , pp. 129-153
    • Golparvar-Fard, M.1    Peña-Mora, F.2    Savarese, S.3
  • 15
    • 80053634999 scopus 로고    scopus 로고
    • An object recognition, tracking, and contextual reasoning-based video interpretation method for rapid productivity analysis of construction operations
    • Gong, J., and, Caldas, C. H. (2011). An object recognition, tracking, and contextual reasoning-based video interpretation method for rapid productivity analysis of construction operations. Autom. Constr., 20 (8), 1211-1226.
    • (2011) Autom. Constr. , vol.20 , Issue.8 , pp. 1211-1226
    • Gong, J.1    Caldas, C.H.2
  • 17
    • 67349235961 scopus 로고    scopus 로고
    • Automated defect detection for sewer pipeline inspection and condition assessment
    • AUCOES 0926-5805, 10.1016/j.autcon.2008.12.003
    • Guo, W., Soibelman, L., and, Garrett, J. H. Jr. (2009). Automated defect detection for sewer pipeline inspection and condition assessment. Autom. Constr. AUCOES 0926-5805, 18 (5), 587-596. 10.1016/j.autcon.2008.12.003
    • (2009) Autom. Constr. , vol.18 , Issue.5 , pp. 587-596
    • Guo, W.1    Soibelman, L.2    Garrett Jr., J.H.3
  • 18
    • 70350357608 scopus 로고    scopus 로고
    • A two-stage approach to people and vehicle detection with HOG-based SVM
    • NIST and DARPA, Gaithersburg, MD; Arlington, VA.
    • Han, F., Shan, Y., Cekander, R., Sawhney, H.S., and, Kumar, R. (2006). A two-stage approach to people and vehicle detection with HOG-based SVM. Performance Metrics for Intelligent Systems Workshop, NIST and DARPA, Gaithersburg, MD; Arlington, VA, 133-140.
    • (2006) Performance Metrics for Intelligent Systems Workshop , pp. 133-140
    • Han, F.1    Shan, Y.2    Cekander, R.3    Sawhney, H.S.4    Kumar, R.5
  • 19
    • 0003798627 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical. Scholkopf, B. Burges, C. and Smola, A. eds. The MIT Press, Cambridge, MA.
    • Joachims, T. (1999). Making large-scale SVM learning practical. Advances in kernel methods: Support vector learning, Scholkopf, B., Burges, C., and Smola, A., eds., The MIT Press, Cambridge, MA.
    • (1999) Advances in Kernel Methods: Support Vector Learning
    • Joachims, T.1
  • 20
    • 21644463503 scopus 로고    scopus 로고
    • Real-time foreground-background segmentation using codebook model
    • 10772014, 10.1016/j.rti.2004.12.004
    • Kim, K., Chalidabhongse, T. H., Harwood, D., and, Davis, L. (2005). Real-time foreground-background segmentation using codebook model. Real-Time Imaging 10772014, 11 (3), 172-185. 10.1016/j.rti.2004.12.004
    • (2005) Real-Time Imaging , vol.11 , Issue.3 , pp. 172-185
    • Kim, K.1    Chalidabhongse, T.H.2    Harwood, D.3    Davis, L.4
  • 21
    • 77958140452 scopus 로고    scopus 로고
    • Case study on the evaluation of equipment flow at a construction site
    • JCCEE5 0887-3801, 10.1061/(ASCE)CP.1943-5487.0000051
    • Kim, K. J., and, Kim, K. (2010). Case study on the evaluation of equipment flow at a construction site. J. Comput. Civ. Eng. JCCEE5 0887-3801, 24 (6), 570-575. 10.1061/(ASCE)CP.1943-5487.0000051
    • (2010) J. Comput. Civ. Eng. , vol.24 , Issue.6 , pp. 570-575
    • Kim, K.J.1    Kim, K.2
  • 22
    • 0037208750 scopus 로고    scopus 로고
    • Framework for an intelligent earthwork system: Part I. System architecture
    • AUCOES 0926-5805, 10.1016/S0926-5805(02)00034-1
    • Kim, S. K., and, Russell, J. S. (2003). Framework for an intelligent earthwork system: Part I. System architecture. Autom. Constr. AUCOES 0926-5805, 12 (1), 1-13. 10.1016/S0926-5805(02)00034-1
    • (2003) Autom. Constr. , vol.12 , Issue.1 , pp. 1-13
    • Kim, S.K.1    Russell, J.S.2
  • 23
    • 2342627251 scopus 로고    scopus 로고
    • MULTIMEDIA '03: Proc. of the Eleventh ACM Int. Conf. on Multimedia, Berkeley, CA, Association for Computing Machinery (ACM), New York.
    • Li, L., Huang, W., Gu, I. Y. H., and, Tian, Q. (2003). Foreground object detection from videos containing complex background. MULTIMEDIA '03: Proc. of the Eleventh ACM Int. Conf. on Multimedia, Berkeley, CA, Association for Computing Machinery (ACM), New York, 2-10.
    • (2003) Foreground Object Detection from Videos Containing Complex Background , pp. 2-10
    • Li, L.1    Huang, W.2    Gu, I.Y.H.3    Tian, Q.4
  • 25
    • 13944277711 scopus 로고    scopus 로고
    • Multiobjective optimization of earthmoving operations
    • JCEMD4 0733-9364, 10.1061/(ASCE)0733-9364(2004)130:1(105)
    • Marzouk, M., and, Moselhi, O. (2004). Multiobjective optimization of earthmoving operations. J. Constr. Eng. Manage. JCEMD4 0733-9364, 130 (1), 105-113. 10.1061/(ASCE)0733-9364(2004)130:1(105)
    • (2004) J. Constr. Eng. Manage. , vol.130 , Issue.1 , pp. 105-113
    • Marzouk, M.1    Moselhi, O.2
  • 26
    • 0034741865 scopus 로고    scopus 로고
    • Performance measurement indices for simulated construction operations
    • CJCEB8 0315-1468, 10.1139/l01-004
    • McCabe, B., and, AbouRizk, S. M. (2001). Performance measurement indices for simulated construction operations. Can. J. Civ. Eng. CJCEB8 0315-1468, 28 (3), 383-393. 10.1139/l01-004
    • (2001) Can. J. Civ. Eng. , vol.28 , Issue.3 , pp. 383-393
    • McCabe, B.1    Abourizk, S.M.2
  • 27
    • 70349321609 scopus 로고    scopus 로고
    • Optimization of earthmoving operations in heavy civil engineering projects
    • JCEMD4 0733-9364, 10.1061/(ASCE)0733-9364(2009)135:10(948)
    • Moselhi, O., and, Alshibani, A. (2009). Optimization of earthmoving operations in heavy civil engineering projects. J. Constr. Eng. Manage. JCEMD4 0733-9364, 135 (10), 948-954. 10.1061/(ASCE)0733-9364(2009)135:10(948)
    • (2009) J. Constr. Eng. Manage. , vol.135 , Issue.10 , pp. 948-954
    • Moselhi, O.1    Alshibani, A.2
  • 28
    • 14544298805 scopus 로고    scopus 로고
    • Automated project performance control of construction projects
    • AUCOES 0926-5805, 10.1016/j.autcon.2004.09.006
    • Navon, R. (2005). Automated project performance control of construction projects. Autom. Constr. AUCOES 0926-5805, 14 (4), 467-476. 10.1016/j.autcon. 2004.09.006
    • (2005) Autom. Constr. , vol.14 , Issue.4 , pp. 467-476
    • Navon, R.1
  • 29
    • 0346639292 scopus 로고    scopus 로고
    • A concept proving prototype of automated earthmoving control
    • AUCOES 0926-5805, 10.1016/j.autcon.2003.08.002
    • Navon, R., Goldschmidt, E., and, Shpatnisky, Y. (2004). A concept proving prototype of automated earthmoving control. Autom. Constr. AUCOES 0926-5805, 13 (2), 225-239. 10.1016/j.autcon.2003.08.002
    • (2004) Autom. Constr. , vol.13 , Issue.2 , pp. 225-239
    • Navon, R.1    Goldschmidt, E.2    Shpatnisky, Y.3
  • 30
    • 43949137962 scopus 로고    scopus 로고
    • A cascade of boosted generative and discriminative classifiers for vehicle detection
    • Aug. 3, 2012
    • Negri, P., Clady, X., Hanif, S. M., and, Prevost, L. (2008). A cascade of boosted generative and discriminative classifiers for vehicle detection. EURASIP J. Adv. Signal Process., http://asp.eurasipjournals.com/content/2008/1/ 782432 (Aug. 3, 2012).
    • (2008) EURASIP J. Adv. Signal Process.
    • Negri, P.1    Clady, X.2    Hanif, S.M.3    Prevost, L.4
  • 31
    • 63049133602 scopus 로고    scopus 로고
    • OpenCv. http://opencv.willowgarage.com/wiki/ (Apr. 12, 2010).
    • OpenCv. (2010). The OpenCv Library. http://opencv.willowgarage.com/wiki/ (Apr. 12, 2010).
    • (2010) The OpenCv Library
  • 33
    • 0038800863 scopus 로고    scopus 로고
    • A neural network based system for predicting earthmoving production
    • 0144-6193, 10.1080/014461999371385
    • Shi, J. J. (1999). A neural network based system for predicting earthmoving production. Constr. Manage. Econ. 0144-6193, 17 (4), 463-471. 10.1080/014461999371385
    • (1999) Constr. Manage. Econ. , vol.17 , Issue.4 , pp. 463-471
    • Shi, J.J.1
  • 34
    • 14544286475 scopus 로고    scopus 로고
    • Determination of haul distance and direction in mass excavation
    • JCEMD4 0733-9364, 10.1061/(ASCE)0733-9364(2005)131:3(302)
    • Son, J., Mattila, K. G., and, Myers, D. S. (2005). Determination of haul distance and direction in mass excavation. J. Constr. Eng. Manage. JCEMD4 0733-9364, 131 (3), 302-309. 10.1061/(ASCE)0733-9364(2005)131:3(302)
    • (2005) J. Constr. Eng. Manage. , vol.131 , Issue.3 , pp. 302-309
    • Son, J.1    Mattila, K.G.2    Myers, D.S.3
  • 37
    • 73349118434 scopus 로고    scopus 로고
    • Object recognition in construction site images using 3D CAD-based filtering
    • JCCEE5 0887-3801, 10.1061/(ASCE)0887-3801(2010)24:1(56)
    • Wu, Y., Kim, H., Kim, C., and, Han, S. H. (2010). Object recognition in construction site images using 3D CAD-based filtering. J. Comput. Civ. Eng. JCCEE5 0887-3801, 24 (1), 56-64. 10.1061/(ASCE)0887-3801(2010)24:1(56)
    • (2010) J. Comput. Civ. Eng. , vol.24 , Issue.1 , pp. 56-64
    • Wu, Y.1    Kim, H.2    Kim, C.3    Han, S.H.4
  • 40
    • 65249118876 scopus 로고    scopus 로고
    • Comparison of optical sensor-based spatial data collection techniques for civil infrastructure modeling
    • JCCEE5 0887-3801, 10.1061/(ASCE)0887-3801(2009)23:3(170)
    • Zhu, Z., and, Brilakis, I. (2009). Comparison of optical sensor-based spatial data collection techniques for civil infrastructure modeling. J. Comput. Civ. Eng. JCCEE5 0887-3801, 23 (3), 170-177. 10.1061/(ASCE)0887-3801(2009)23: 3(170)
    • (2009) J. Comput. Civ. Eng. , vol.23 , Issue.3 , pp. 170-177
    • Zhu, Z.1    Brilakis, I.2
  • 41
    • 75649151573 scopus 로고    scopus 로고
    • Machine vision-based concrete surface quality assessment
    • JCEMD4 0733-9364, 10.1061/(ASCE)CO.1943-7862.0000126
    • Zhu, Z., and, Brilakis, I. (2010). Machine vision-based concrete surface quality assessment. J. Constr. Eng. Manage. JCEMD4 0733-9364, 136 (2), 210-218. 10.1061/(ASCE)CO.1943-7862.0000126
    • (2010) J. Constr. Eng. Manage. , vol.136 , Issue.2 , pp. 210-218
    • Zhu, Z.1    Brilakis, I.2
  • 42
    • 34250683114 scopus 로고    scopus 로고
    • Using hue, saturation, and value color space for hydraulic excavator idle time analysis
    • JCCEE5 0887-3801, 10.1061/(ASCE)0887-3801(2007)21:4(238)
    • Zou, J., and, Kim, H. (2007). Using hue, saturation, and value color space for hydraulic excavator idle time analysis. J. Comput. Civ. Eng. JCCEE5 0887-3801, 21 (4), 238-246. 10.1061/(ASCE)0887-3801(2007)21:4(238)
    • (2007) J. Comput. Civ. Eng. , vol.21 , Issue.4 , pp. 238-246
    • Zou, J.1    Kim, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.