메뉴 건너뛰기




Volumn 26, Issue 1, 2009, Pages 3-25

Autonomous off-road navigation with end-to-end learning for the LAGR program

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; COMPUTATIONAL GEOMETRY; EDUCATION; LEARNING SYSTEMS; NAVIGATION; REAL TIME SYSTEMS; ROADS AND STREETS;

EID: 62449213780     PISSN: 15564959     EISSN: 15564967     Source Type: Journal    
DOI: 10.1002/rob.20269     Document Type: Article
Times cited : (90)

References (40)
  • 1
    • 77956545635 scopus 로고    scopus 로고
    • Dimensionality reduction using automatic supervision for vision-based terrain learning
    • Atlanta, GA Paper 27, Cambridge, MA: The MIT Press
    • Angelova, A., Matthies, L., Helmick, D., & Perona, P. (2007a). Dimensionality reduction using automatic supervision for vision-based terrain learning. In Robotics: Science and Systems Conference (RSS), Atlanta, GA (Paper 27). Cambridge, MA: The MIT Press.
    • (2007) Robotics: Science and Systems Conference (RSS)
    • Angelova, A.1    Matthies, L.2    Helmick, D.3    Perona, P.4
  • 6
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machines for histogram-based image classification
    • Chapelle, O., Haner, P., & Vapnik, V. N. (1999). Support vector machines for histogram-based image classification. IEEE Transactions on Neural Networks, 10(5), 1055-1064.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.5 , pp. 1055-1064
    • Chapelle, O.1    Haner, P.2    Vapnik, V.N.3
  • 8
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm formodel fitting with applications to image analysis and automated cartography
    • Fischler, M. A., & Bolles, R. C. (1981). Random sample consensus: A paradigm formodel fitting with applications to image analysis and automated cartography. Communications of the ACM, 24(6), 381-395.
    • (1981) Communications of the ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 9
    • 84879375888 scopus 로고    scopus 로고
    • Stereo vision and rover navigation software for planetary exploration
    • Big Sky, MT IEEE
    • Goldberg, S., Maimone, M., & Matthies, L. (2002). Stereo vision and rover navigation software for planetary exploration. In IEEE Aerospace Conference, Big Sky, MT (Vol. 5, pp. 2025-2036). IEEE.
    • (2002) IEEE Aerospace Conference , vol.5 , pp. 2025-2036
    • Goldberg, S.1    Maimone, M.2    Matthies, L.3
  • 10
  • 11
    • 62449327816 scopus 로고    scopus 로고
    • Online learning for offroad robots: Spatial label propagation to learn long-range traversability
    • Atlanta, GA Paper 3, Cambridge, MA: The MIT Press
    • Hadsell, R., Sermanet, P., Ben, J., Erkan, A., Han, J., Muller, U., & LeCun, Y. (2007). Online learning for offroad robots: Spatial label propagation to learn long-range traversability. In Robotics: Science and Systems Conference (RSS), Atlanta, GA (Paper 3). Cambridge, MA: The MIT Press.
    • (2007) Robotics: Science and Systems Conference (RSS)
    • Hadsell, R.1    Sermanet, P.2    Ben, J.3    Erkan, A.4    Han, J.5    Muller, U.6    LeCun, Y.7
  • 12
    • 67649167464 scopus 로고    scopus 로고
    • Enhancing supervised terrain classification with predictive unsupervised learning
    • Philadelphia, PA Paper 6, Cambridge, MA: The MIT Press
    • Happold,M., Ollis,M., & Johnson,N. (2006). Enhancing supervised terrain classification with predictive unsupervised learning. In Robotics: Science and Systems Conference (RSS), Philadelphia, PA (Paper 6). Cambridge, MA: The MIT Press.
    • (2006) Robotics: Science and Systems Conference (RSS)
    • Happold, M.1    Ollis, M.2    Johnson, N.3
  • 13
    • 62449203854 scopus 로고    scopus 로고
    • Real-time stereo visual odometry for autonomous ground vehicles
    • Nice, France Paper ThCT7.6, IEEE
    • Howard, A. (2008). Real-time stereo visual odometry for autonomous ground vehicles. In IEEE/RSJ Conference on Intelligent Robots and Systems (IROS), Nice, France (Paper ThCT7.6). IEEE.
    • (2008) IEEE/RSJ Conference on Intelligent Robots and Systems (IROS)
    • Howard, A.1
  • 16
    • 62449206487 scopus 로고    scopus 로고
    • Kelly, A. (1994). A feedforward control approach to the local navigation problem for autonomous vehicles (Tech. Rep. CMU-RI-TR-94-17). Pittsburgh, PA: Robotics Institute, Carnegie Mellon University.
    • Kelly, A. (1994). A feedforward control approach to the local navigation problem for autonomous vehicles (Tech. Rep. CMU-RI-TR-94-17). Pittsburgh, PA: Robotics Institute, Carnegie Mellon University.
  • 17
    • 51349160059 scopus 로고    scopus 로고
    • Traversability classification for UGV navigation: A comparison of patch and superpixel representations
    • San Diego, CA pp, IEEE
    • Kim, D., Oh, S., & Rehg, J. M. (2007). Traversability classification for UGV navigation: A comparison of patch and superpixel representations. In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), San Diego, CA (pp. 3166-3173). IEEE.
    • (2007) IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pp. 3166-3173
    • Kim, D.1    Oh, S.2    Rehg, J.M.3
  • 18
    • 33845645569 scopus 로고    scopus 로고
    • Traversability classification using unsupervised online visual learning for outdoor robot navigation
    • Orlando, FL pp, IEEE
    • Kim, D., Sun, J., Oh, S., Rehg, J., & Bobick, A. (2006). Traversability classification using unsupervised online visual learning for outdoor robot navigation. In International Conference on Robotics and Automation (ICRA), Orlando, FL (pp. 518-525). IEEE.
    • (2006) International Conference on Robotics and Automation (ICRA) , pp. 518-525
    • Kim, D.1    Sun, J.2    Oh, S.3    Rehg, J.4    Bobick, A.5
  • 20
    • 0345615299 scopus 로고    scopus 로고
    • LADAR-based discrimination of grass from obstacles for autonomous navigation
    • London pp, Springer-Verlag
    • Macedo, J., Manduchi, R., & Matthies, L. (2000). LADAR-based discrimination of grass from obstacles for autonomous navigation. In Seventh International Symposium of Experimental Robotics, London (pp. 111-120). Springer-Verlag.
    • (2000) Seventh International Symposium of Experimental Robotics , pp. 111-120
    • Macedo, J.1    Manduchi, R.2    Matthies, L.3
  • 22
    • 62449185907 scopus 로고    scopus 로고
    • Matthies, L., Kelly, A., Litwin, T., & Tharp, G. (1995). Obstacle detection for unmanned ground vehicles: A progress report. In Robotics Research: The Seventh International Symposium, Munich, Germany (pp. 475-486). Springer-Verlag.
    • Matthies, L., Kelly, A., Litwin, T., & Tharp, G. (1995). Obstacle detection for unmanned ground vehicles: A progress report. In Robotics Research: The Seventh International Symposium, Munich, Germany (pp. 475-486). Springer-Verlag.
  • 31
    • 70450148833 scopus 로고    scopus 로고
    • High performance outdoor navigation from overhead data using imitation learning
    • Zurich, Switzerland Paper 34, Cambridge, MA: The MIT Press
    • Silver, D., Bagnell, J. A., & Stentz, A. (2008). High performance outdoor navigation from overhead data using imitation learning. In Robotics: Science and Systems Conference (RSS), Zurich, Switzerland (Paper 34). Cambridge, MA: The MIT Press.
    • (2008) Robotics: Science and Systems Conference (RSS)
    • Silver, D.1    Bagnell, J.A.2    Stentz, A.3
  • 33
    • 84959282526 scopus 로고    scopus 로고
    • Improving robot navigation through self-supervised online learning
    • Philadelphia, PA Paper 2, Cambridge, MA: The MIT Press
    • Sofman, B., Lin, E., Bagnell, J., Vandapel, N., & Stentz, A. (2006). Improving robot navigation through self-supervised online learning. In Robotics: Science and Systems Conference (RSS), Philadelphia, PA (Paper 2). Cambridge, MA: The MIT Press.
    • (2006) Robotics: Science and Systems Conference (RSS)
    • Sofman, B.1    Lin, E.2    Bagnell, J.3    Vandapel, N.4    Stentz, A.5
  • 34
    • 62449343501 scopus 로고    scopus 로고
    • Online speed adaptation using supervised learning for high-speed, off-road autonomous driving
    • Hyderabad, India pp
    • Stavens, D., Hoffmann, G., & Thrun, S. (2007). Online speed adaptation using supervised learning for high-speed, off-road autonomous driving. In International Joint Conference on Artificial Intelligence, Hyderabad, India (pp. 2218-2224).
    • (2007) International Joint Conference on Artificial Intelligence , pp. 2218-2224
    • Stavens, D.1    Hoffmann, G.2    Thrun, S.3
  • 37
    • 51649124336 scopus 로고    scopus 로고
    • Online, self-supervised terrain classification via discriminatively trained submodular Markov random fields
    • Pasadena, CA pp, IEEE
    • Vernaza, P., Taskar, B., & Lee, D. D. (2008). Online, self-supervised terrain classification via discriminatively trained submodular Markov random fields. In IEEE International Conference on Robotics and Automation (ICRA), Pasadena, CA (pp. 2750-2757). IEEE.
    • (2008) IEEE International Conference on Robotics and Automation (ICRA) , pp. 2750-2757
    • Vernaza, P.1    Taskar, B.2    Lee, D.D.3
  • 38
    • 3042529268 scopus 로고    scopus 로고
    • Learning predictions of the load-bearing surface for autonomous rough-terrain navigation in vegetation
    • Lake Yamanaka, Japan pp, Springer
    • Wellington, C., & Stentz, A. (2003). Learning predictions of the load-bearing surface for autonomous rough-terrain navigation in vegetation. In 4th International Conference on Field and Service Robotics, Lake Yamanaka, Japan (pp. 49-54). Springer.
    • (2003) 4th International Conference on Field and Service Robotics , pp. 49-54
    • Wellington, C.1    Stentz, A.2
  • 40
    • 84959478219 scopus 로고    scopus 로고
    • Interacting Markov random fields for simultaneous terrain modeling and obstacle detection
    • Cambridge, MA: The MIT Press
    • Wellington, C., & Stentz, A. (2005). Interacting Markov random fields for simultaneous terrain modeling and obstacle detection. In Robotics: Science and Systems (RSS) (pp. 1-8). Cambridge, MA: The MIT Press.
    • (2005) Robotics: Science and Systems (RSS) , pp. 1-8
    • Wellington, C.1    Stentz, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.