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Volumn 45, Issue , 2016, Pages 86-97

Spatio-temporal analysis for obstacle detection in agricultural videos

Author keywords

Autonomous vehicles; Natural images; Obstacle detection; Precision agriculture; Spatiotemporal analysis

Indexed keywords

AGRICULTURAL MACHINERY; AGRICULTURE; COMPUTER VISION; IMAGE ANALYSIS; IMAGE SEGMENTATION; MOTION PLANNING; NAVIGATION SYSTEMS; OBJECT DETECTION; OBSTACLE DETECTORS; ROBOT PROGRAMMING; ROBOTS; VEHICLES;

EID: 84968845907     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2016.03.016     Document Type: Article
Times cited : (38)

References (52)
  • 2
    • 84875986120 scopus 로고    scopus 로고
    • Camera sensor arrangement for crop/weed detection accuracy in agronomic images
    • J. Romeo, J.M. Guerrero, M. Montalvo, L. Emmi, M. Guijarro, P. Gonzalez-de Santos, and G. Pajares Camera sensor arrangement for crop/weed detection accuracy in agronomic images Sensors 13 4 2013 4348 10.3390/s130404348 http://www.mdpi.com/1424-8220/13/4/4348
    • (2013) Sensors , vol.13 , Issue.4 , pp. 4348
    • Romeo, J.1    Guerrero, J.M.2    Montalvo, M.3    Emmi, L.4    Guijarro, M.5    Gonzalez-De Santos, P.6    Pajares, G.7
  • 3
    • 84950131188 scopus 로고    scopus 로고
    • Intelligent low cost telecontrol system for agricultural vehicles in harmful environments
    • J.A. Gzquez, N.N. Castellano, and F. Manzano-Agugliaro Intelligent low cost telecontrol system for agricultural vehicles in harmful environments J. Clean. Prod. 113 2016 204 215 10.1016/j.jclepro.2015.11.015 http://www.sciencedirect.com/science/article/pii/S0959652615016443
    • (2016) J. Clean. Prod. , vol.113 , pp. 204-215
    • Gzquez, J.A.1    Castellano, N.N.2    Manzano-Agugliaro, F.3
  • 4
    • 33750109523 scopus 로고    scopus 로고
    • A Hopfield neural network for image change detection
    • G. Pajares A Hopfield neural network for image change detection IEEE Trans. Neural Netw. 17 5 2006 1250 1264 10.1109/TNN.2006.875978
    • (2006) IEEE Trans. Neural Netw. , vol.17 , Issue.5 , pp. 1250-1264
    • Pajares, G.1
  • 5
    • 84919826698 scopus 로고    scopus 로고
    • A survey on object detection and tracking methods
    • T. Parekh, and Jaliya A survey on object detection and tracking methods Int. J. Innov. Res. Comput. Commun. Eng. 2 2 2014 2970 2978
    • (2014) Int. J. Innov. Res. Comput. Commun. Eng. , vol.2 , Issue.2 , pp. 2970-2978
    • Parekh, T.1    Jaliya2
  • 6
    • 84905158251 scopus 로고    scopus 로고
    • Obstacle avoidance and path planning schemes for autonomous navigation of a mobile robot: A review
    • J. Oroko, and G. Nyakoe Obstacle avoidance and path planning schemes for autonomous navigation of a mobile robot: a review Proceedings of Sustainable Research and Innovation Conference 2014 314 318
    • (2014) Proceedings of Sustainable Research and Innovation Conference , pp. 314-318
    • Oroko, J.1    Nyakoe, G.2
  • 9
    • 67649111964 scopus 로고    scopus 로고
    • Frame difference energy image for gait recognition with incomplete silhouettes
    • C. Chen, J. Liang, H. Zhao, H. Hu, and J. Tian Frame difference energy image for gait recognition with incomplete silhouettes Pattern Recognit. Lett. 30 11 2009 977 984 10.1016/j.patrec.2009.04.012 http://www.sciencedirect.com/science/article/pii/S0167865509000920
    • (2009) Pattern Recognit. Lett. , vol.30 , Issue.11 , pp. 977-984
    • Chen, C.1    Liang, J.2    Zhao, H.3    Hu, H.4    Tian, J.5
  • 13
    • 84908110178 scopus 로고    scopus 로고
    • A powerful approach to real-time mobile objects tracking in crowded environments utilizing 3D video analysis of fixed camera, particle filter and neural network
    • A. Mazinan A powerful approach to real-time mobile objects tracking in crowded environments utilizing 3D video analysis of fixed camera, particle filter and neural network Optik 125 21 2014 6357 6365 10.1016/j.ijleo.2014.06.133 http://www.sciencedirect.com/science/article/pii/S003040261400895X
    • (2014) Optik , vol.125 , Issue.21 , pp. 6357-6365
    • Mazinan, A.1
  • 14
    • 50249105375 scopus 로고    scopus 로고
    • Coupled object detection and tracking from static cameras and moving vehicles
    • B. Leibe, K. Schindler, N. Cornelis, and L.V. Gool Coupled object detection and tracking from static cameras and moving vehicles IEEE Trans. Pattern Anal. Mach. Intell. 30 10 2008 1683 1698 10.1109/TPAMI.2008.170
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.10 , pp. 1683-1698
    • Leibe, B.1    Schindler, K.2    Cornelis, N.3    Gool, L.V.4
  • 15
    • 84968769008 scopus 로고    scopus 로고
    • A comprehensive survey on moving object segmentation methods
    • K.B. Panchsheria, and M.C. Parikh A comprehensive survey on moving object segmentation methods Int. J. Technol. Res. Eng. 2 2015 2347 4718
    • (2015) Int. J. Technol. Res. Eng. , vol.2 , pp. 2347-4718
    • Panchsheria, K.B.1    Parikh, M.C.2
  • 17
    • 80052867909 scopus 로고    scopus 로고
    • The mature wheat cut and uncut edge detection method based on wavelet image rotation and projection
    • D.C. Youchun Ding, and S. Wang The mature wheat cut and uncut edge detection method based on wavelet image rotation and projection Afr. J. Agric. Res. 11 2011 2609 2616
    • (2011) Afr. J. Agric. Res. , vol.11 , pp. 2609-2616
    • Youchun Ding, D.C.1    Wang, S.2
  • 18
    • 84968769034 scopus 로고    scopus 로고
    • Environmental mobile robot based on artificial intelligence and visual perception for weed elimination
    • N.K.A. Al-Sahib, and S.R. Majeed Environmental mobile robot based on artificial intelligence and visual perception for weed elimination INCAS Bull. 4 2012 11 25
    • (2012) INCAS Bull. , vol.4 , pp. 11-25
    • Al-Sahib, N.K.A.1    Majeed, S.R.2
  • 19
    • 84867681338 scopus 로고    scopus 로고
    • Automatic expert system based on images for accuracy crop row detection in maize fields
    • J. Guerrero, M. Guijarro, M. Montalvo, J. Romeo, L. Emmi, A. Ribeiro, and G. Pajares Automatic expert system based on images for accuracy crop row detection in maize fields Expert Syst. Appl. 40 2 2013 656 664 10.1016/j.eswa.2012.07.073 http://www.sciencedirect.com/science/article/pii/S0957417412009293
    • (2013) Expert Syst. Appl. , vol.40 , Issue.2 , pp. 656-664
    • Guerrero, J.1    Guijarro, M.2    Montalvo, M.3    Romeo, J.4    Emmi, L.5    Ribeiro, A.6    Pajares, G.7
  • 20
    • 84959052534 scopus 로고    scopus 로고
    • Early pest identification in agricultural crops using image processing techniques
    • G. Bhadane, S. Sharma, and V.B. Nerkar Early pest identification in agricultural crops using image processing techniques Int. J. Electr. Electron. Comput. Eng. 2 2 2013 77 82
    • (2013) Int. J. Electr. Electron. Comput. Eng. , vol.2 , Issue.2 , pp. 77-82
    • Bhadane, G.1    Sharma, S.2    Nerkar, V.B.3
  • 22
  • 24
    • 84940004085 scopus 로고    scopus 로고
    • The Role of GNSS in the navigation strategies of cost-effective agricultural robots
    • F. Rovira-Más, I. Chatterjee, and V. Sáiz-Rubio The Role of GNSS in the navigation strategies of cost-effective agricultural robots Comput. Electron. Agric. 112 C 2015 172 183 10.1016/j.compag.2014.12.017
    • (2015) Comput. Electron. Agric. , vol.112 , Issue.C , pp. 172-183
    • Rovira-Más, F.1    Chatterjee, I.2    Sáiz-Rubio, V.3
  • 25
    • 84890119176 scopus 로고    scopus 로고
    • A review of wireless sensors and networks' applications in agriculture
    • A. ur Rehman, A.Z. Abbasi, N. Islam, and Z.A. Shaikh A review of wireless sensors and networks' applications in agriculture Comput. Stand. Interfaces 36 2 2014 263 270 10.1016/j.csi.2011.03.004 http://www.sciencedirect.com/science/article/pii/S0920548911000353
    • (2014) Comput. Stand. Interfaces , vol.36 , Issue.2 , pp. 263-270
    • Ur Rehman, A.1    Abbasi, A.Z.2    Islam, N.3    Shaikh, Z.A.4
  • 27
    • 84876109128 scopus 로고    scopus 로고
    • A technical review on navigation systems of agricultural autonomous off-road vehicles
    • H. Mousazadeh A technical review on navigation systems of agricultural autonomous off-road vehicles J. Terramech. 50 3 2013 211 232 10.1016/j.jterra.2013.03.004 http://www.sciencedirect.com/science/article/pii/S0022489813000220
    • (2013) J. Terramech. , vol.50 , Issue.3 , pp. 211-232
    • Mousazadeh, H.1
  • 28
    • 84905912220 scopus 로고    scopus 로고
    • Advances in agricultural machinery management: A review
    • D.D. Bochtis, C.G. Srensen, and P. Busato Advances in agricultural machinery management: a review Biosyst. Eng. 126 2014 69 81 10.1016/j.biosystemseng.2014.07.012 http://www.sciencedirect.com/science/article/pii/S1537511014001287
    • (2014) Biosyst. Eng. , vol.126 , pp. 69-81
    • Bochtis, D.D.1    Srensen, C.G.2    Busato, P.3
  • 29
    • 84866990032 scopus 로고    scopus 로고
    • Towards autonomous agriculture: Automatic ground detection using trinocular stereovision
    • G. Reina, and A. Milella Towards autonomous agriculture: automatic ground detection using trinocular stereovision Sensors 12 9 2012 12405 10.3390/s120912405 http://www.mdpi.com/1424-8220/12/9/12405
    • (2012) Sensors , vol.12 , Issue.9 , pp. 12405
    • Reina, G.1    Milella, A.2
  • 31
    • 84902954824 scopus 로고    scopus 로고
    • Active optical sensors for tree stem detection and classification in nurseries
    • M. Garrido, M. Perez-Ruiz, C. Valero, C.J. Gliever, B.D. Hanson, and D.C. Slaughter Active optical sensors for tree stem detection and classification in nurseries Sensors 14 6 2014 10783 10803
    • (2014) Sensors , vol.14 , Issue.6 , pp. 10783-10803
    • Garrido, M.1    Perez-Ruiz, M.2    Valero, C.3    Gliever, C.J.4    Hanson, B.D.5    Slaughter, D.C.6
  • 34
    • 70449347276 scopus 로고    scopus 로고
    • LIDAR and vision-based pedestrian detection system
    • C. Premebida, O. Ludwig, and U. Nunes LIDAR and vision-based pedestrian detection system J. Field Robot. 26 9 2009 696 711
    • (2009) J. Field Robot. , vol.26 , Issue.9 , pp. 696-711
    • Premebida, C.1    Ludwig, O.2    Nunes, U.3
  • 36
    • 84923332281 scopus 로고    scopus 로고
    • Obstacle detection in a greenhouse environment using the kinect sensor
    • S. Nissimov, J. Goldberger, and V. Alchanatis Obstacle detection in a greenhouse environment using the kinect sensor Comput. Electron. Agric. 113 2015 104 115 10.1016/j.compag.2015.02.001 http://www.sciencedirect.com/science/article/pii/S0168169915000435
    • (2015) Comput. Electron. Agric. , vol.113 , pp. 104-115
    • Nissimov, S.1    Goldberger, J.2    Alchanatis, V.3
  • 37
    • 0029669420 scopus 로고    scopus 로고
    • A comparative study of texture measures with classification based on featured distributions
    • T. Ojala, M. Pietikinen, and D. Harwood A comparative study of texture measures with classification based on featured distributions Pattern Recognit. 29 1 1996 51 59 10.1016/0031-3203(95)00067-4 http://www.sciencedirect.com/science/article/pii/0031320395000674
    • (1996) Pattern Recognit. , vol.29 , Issue.1 , pp. 51-59
    • Ojala, T.1    Pietikinen, M.2    Harwood, D.3
  • 40
    • 32244445963 scopus 로고    scopus 로고
    • Obstacle detection using stereo vision to enhance safety of autonomous machines
    • F. Rovira-Mas, J. Reid, S. Han, and et al. Obstacle detection using stereo vision to enhance safety of autonomous machines Trans. ASAE 48 6 2005 2389 2397
    • (2005) Trans. ASAE , vol.48 , Issue.6 , pp. 2389-2397
    • Rovira-Mas, F.1    Reid, J.2    Han, S.3
  • 41
    • 84961238603 scopus 로고    scopus 로고
    • A stereo vision based obstacle detection system for agricultural applications
    • Springer International Publishing Cham
    • P. Fleischmann, and K. Berns A stereo vision based obstacle detection system for agricultural applications Field and Service Robotics: Results of the 10th International Conference 2016 Springer International Publishing Cham 217 231 10.1007/978-3-319-27702-8-15
    • (2016) Field and Service Robotics: Results of the 10th International Conference , pp. 217-231
    • Fleischmann, P.1    Berns, K.2
  • 42
    • 80052553872 scopus 로고    scopus 로고
    • Optimized EIF-SLAM algorithm for precision agriculture mapping based on stems detection
    • F.A. Cheein, G. Steiner, G.P. Paina, and R. Carelli Optimized EIF-SLAM algorithm for precision agriculture mapping based on stems detection Comput. Electron. Agric. 78 2 2011 195 207 10.1016/j.compag.2011.07.007 http://www.sciencedirect.com/science/article/pii/S0168169911001542
    • (2011) Comput. Electron. Agric. , vol.78 , Issue.2 , pp. 195-207
    • Cheein, F.A.1    Steiner, G.2    Paina, G.P.3    Carelli, R.4
  • 43
    • 84983574246 scopus 로고    scopus 로고
    • Improving the trajectory tracking performance of autonomous orchard vehicles using wheel slip compensation
    • G. Bayar, M. Bergerman, E.I. Konukseven, and A.B. Koku Improving the trajectory tracking performance of autonomous orchard vehicles using wheel slip compensation Biosyst. Eng. 2016 10.1016/j.biosystemseng.2015.12.019 http://www.sciencedirect.com/science/article/pii/S1537511015001981
    • (2016) Biosyst. Eng.
    • Bayar, G.1    Bergerman, M.2    Konukseven, E.I.3    Koku, A.B.4
  • 44
    • 84968768999 scopus 로고    scopus 로고
    • Using deep learning to challenge safety standard for highly autonomous machines in agriculture
    • K.A. Steen, P. Christiansen, H. Karstoft, and R.N. Jrgensen Using deep learning to challenge safety standard for highly autonomous machines in agriculture J. Imaging 2 1 2016 6 10.3390/jimaging2010006 http://www.mdpi.com/2313-433X/2/1/6
    • (2016) J. Imaging , vol.2 , Issue.1 , pp. 6
    • Steen, K.A.1    Christiansen, P.2    Karstoft, H.3    Jrgensen, R.N.4
  • 48
    • 49349108623 scopus 로고
    • A threshold selection method from gray-level histograms
    • N. Otsu A threshold selection method from gray-level histograms Automatica 11 285-296 1975 23 27
    • (1975) Automatica , vol.11 , Issue.285-296 , pp. 23-27
    • Otsu, N.1
  • 49
    • 33947105982 scopus 로고    scopus 로고
    • Image segmentation by fuzzy c-means clustering algorithm with a novel penalty term
    • Y. Yang, and S. Huang Image segmentation by fuzzy c-means clustering algorithm with a novel penalty term Comput. Inform. 26 1 2012 17 31
    • (2012) Comput. Inform. , vol.26 , Issue.1 , pp. 17-31
    • Yang, Y.1    Huang, S.2
  • 51
    • 84968795909 scopus 로고    scopus 로고
    • University of Applied Sciences Osnabrck Germany
    • A. Ruckelshausen, University of Applied Sciences Osnabrck Germany, https://www.youtube.com/watch?v=x8Aq6qVQOkw, 2013.
    • (2013)
    • Ruckelshausen, A.1
  • 52
    • 84959199510 scopus 로고    scopus 로고
    • Merge fuzzy visual servoing and GPS-based planning to obtain a proper navigation behavior for a small crop-inspection robot
    • J.M. Bengochea-Guevara, J. Conesa-Muoz, D. Andjar, and A. Ribeiro Merge fuzzy visual servoing and GPS-based planning to obtain a proper navigation behavior for a small crop-inspection robot Sensors 16 3 2016 276 10.3390/s16030276 http://www.mdpi.com/1424-8220/16/3/276
    • (2016) Sensors , vol.16 , Issue.3 , pp. 276
    • Bengochea-Guevara, J.M.1    Conesa-Muoz, J.2    Andjar, D.3    Ribeiro, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.