메뉴 건너뛰기




Volumn 15, Issue 7, 2015, Pages 15830-15852

Graph structure-based simultaneous localization and mapping using a hybrid method of 2D laser scan and monocular camera image in environments with laser scan ambiguity

Author keywords

Graph based SLAM; Hybrid method; Intrinsic and extrinsic camera calibration; Laser scan ambiguity

Indexed keywords

CAMERAS; GRAPHIC METHODS; IMAGE MATCHING; INDOOR POSITIONING SYSTEMS; LASER APPLICATIONS; MAPPING; ROBOTICS; SCANNING;

EID: 84936980427     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s150715830     Document Type: Article
Times cited : (22)

References (40)
  • 1
    • 33750968800 scopus 로고    scopus 로고
    • Square root SAM: Simultaneous localization and mapping via square root information smoothing
    • Dellaert, F.; Kaess, M. Square root SAM: Simultaneous localization and mapping via square root information smoothing. Int. J. Robot. Res. 2006, 25, 1181-1203.
    • (2006) Int. J. Robot. Res , vol.25 , pp. 1181-1203
    • Dellaert, F.1    Kaess, M.2
  • 4
  • 6
    • 84903886015 scopus 로고    scopus 로고
    • NAVIS-An UGV indoor positioning system using laser scan matching for large-area real-time applications
    • Tang, J.; Chen, Y.; Jaakkola, A.; Liu, J.; Hyyppä, J.; Hyyppä, H. NAVIS-An UGV indoor positioning system using laser scan matching for large-area real-time applications. Sensors 2014, 14, 11805-11824.
    • (2014) Sensors , vol.14 , pp. 11805-11824
    • Tang, J.1    Chen, Y.2    Jaakkola, A.3    Liu, J.4    Hyyppä, J.5    Hyyppä, H.6
  • 11
    • 84863037677 scopus 로고    scopus 로고
    • Sensor fusion of monocular cameras and laser rangefinders for line-based simultaneous localization and mapping (SLAM) tasks in autonomous mobile robots
    • Zhang, X.; Rad, A.B.; Wong, Y.K. Sensor fusion of monocular cameras and laser rangefinders for line-based simultaneous localization and mapping (SLAM) tasks in autonomous mobile robots. Sensors 2012, 12, 429-452.
    • (2012) Sensors , vol.12 , pp. 429-452
    • Zhang, X.1    Rad, A.B.2    Wong, Y.K.3
  • 12
    • 84860151074 scopus 로고    scopus 로고
    • RGB-D mapping: Using Kinect-style depth cameras for dense 3D modeling of indoor environments
    • Henry, P.; Krainin, M.; Herbst, E.; Ren, X.; Fox, D. RGB-D mapping: Using Kinect-style depth cameras for dense 3D modeling of indoor environments. Int. J. Robot. Res. 2012, 31, 647-663.
    • (2012) Int. J. Robot. Res , vol.31 , pp. 647-663
    • Henry, P.1    Krainin, M.2    Herbst, E.3    Ren, X.4    Fox, D.5
  • 15
    • 84904191521 scopus 로고    scopus 로고
    • Solution to the SLAM problem in low dynamic environments using a pose graph and an RGB-D sensor
    • Lee, D.; Myung, H. Solution to the SLAM problem in low dynamic environments using a pose graph and an RGB-D sensor. Sensors 2014, 14, 12467-12496.
    • (2014) Sensors , vol.14 , pp. 12467-12496
    • Lee, D.1    Myung, H.2
  • 16
    • 79952076095 scopus 로고    scopus 로고
    • Ultra wide-band localization and SLAM: A comparative study for mobile robot navigation
    • Segura, M.J.; Auat Cheein, F.A.; Toibero, J.M.; Mut, V.; Carelli, R. Ultra wide-band localization and SLAM: A comparative study for mobile robot navigation. Sensors 2011, 11, 2035-2055.
    • (2011) Sensors , vol.11 , pp. 2035-2055
    • Segura, M.J.1    Auat Cheein, F.A.2    Toibero, J.M.3    Mut, V.4    Carelli, R.5
  • 17
    • 82055165600 scopus 로고    scopus 로고
    • A novel combined SLAM based on RBPF-SLAM and EIF-SLAM for mobile system sensing in a large scale environment
    • He, B.; Zhang, S.; Yan, T.; Zhang, T.; Liang, Y.; Zhang, H. A novel combined SLAM based on RBPF-SLAM and EIF-SLAM for mobile system sensing in a large scale environment. Sensors 2011, 11, 10197-10219.
    • (2011) Sensors , vol.11 , pp. 10197-10219
    • He, B.1    Zhang, S.2    Yan, T.3    Zhang, T.4    Liang, Y.5    Zhang, H.6
  • 18
    • 84872816107 scopus 로고    scopus 로고
    • GPS-supported visual SLAM with a rigorous sensor model for a panoramic camera in outdoor environments
    • Shi, Y.; Ji, S.; Shi, Z.; Duan, Y.; Shibasaki, R. GPS-supported visual SLAM with a rigorous sensor model for a panoramic camera in outdoor environments. Sensors 2012, 12, 119-136.
    • (2012) Sensors , vol.12 , pp. 119-136
    • Shi, Y.1    Ji, S.2    Shi, Z.3    Duan, Y.4    Shibasaki, R.5
  • 19
    • 84879851389 scopus 로고    scopus 로고
    • A robust approach for a filter-based monocular simultaneous localization and mapping (SLAM) system
    • Munguía, R.; Castillo-Toledo, B.; Grau, A. A robust approach for a filter-based monocular simultaneous localization and mapping (SLAM) system. Sensors 2013, 13, 8501-8522.
    • (2013) Sensors , vol.13 , pp. 8501-8522
    • Munguía, R.1    Castillo-Toledo, B.2    Grau, A.3
  • 20
    • 84898060184 scopus 로고    scopus 로고
    • Monocular SLAM for autonomous robots with enhanced features initialization
    • Guerra, E.; Munguia, R.; Grau, A. Monocular SLAM for autonomous robots with enhanced features initialization. Sensors 2014, 14, 6317-6337.
    • (2014) Sensors , vol.14 , pp. 6317-6337
    • Guerra, E.1    Munguia, R.2    Grau, A.3
  • 21
    • 84920997259 scopus 로고    scopus 로고
    • DV-SLAM (dual-sensor-based vector-field SLAM) and observability analysis
    • Lee, S.M.; Jung, J.; Kim, S.; Kim, I.J.; Myung, H. DV-SLAM (dual-sensor-based vector-field SLAM) and observability analysis. IEEE Trans. Ind. Electron. 2014, 62, 1101-1112.
    • (2014) IEEE Trans. Ind. Electron , vol.62 , pp. 1101-1112
    • Lee, S.M.1    Jung, J.2    Kim, S.3    Kim, I.J.4    Myung, H.5
  • 22
    • 84929516011 scopus 로고    scopus 로고
    • Magnetic field constraints and sequence-based matching for indoor pose graph SLAM
    • Jung, J.; Oh, T.; Myung, H. Magnetic field constraints and sequence-based matching for indoor pose graph SLAM. Robot Auton. Syst. 2015, 70, 92-105
    • (2015) Robot Auton. Syst , vol.70 , pp. 92-105
    • Jung, J.1    Oh, T.2    Myung, H.3
  • 23
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.G. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 2004, 60, 91-110.
    • (2004) Int. J. Comput. Vis , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 26
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography
    • Fischler, M.A.; Bolles, R.C. Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Commun. ACM 1981, 24, 381-395.
    • (1981) Commun. ACM , vol.24 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 30
    • 84893325465 scopus 로고    scopus 로고
    • (accessed on 15 May 2015)
    • Pioneer P3-DX. Available online: http://www.mobilerobots.com/researchrobots/pioneerp3dx.aspx/ (accessed on 15 May 2015).
    • Pioneer P3-DX
  • 31
    • 67349194695 scopus 로고    scopus 로고
    • (accessed on 15 May 2015)
    • Hokuyo URG-04LX. Available online: https://www.hokuyo-aut.jp/02sensor/07scanner/ urg_04lx.html/ (accessed on 15 May 2015).
    • Hokuyo URG-04LX
  • 32
    • 84936960498 scopus 로고    scopus 로고
    • (accessed on 15 May 2015)
    • Point Grey Flea3 FL3-U3-13E4C-C. Available online: http://www.ptgrey.com/flea3-13-mp-color-usb3-vision-e2v-ev76c560-camera/ (accessed on 15 May 2015).
    • Point Grey Flea3 FL3-U3-13E4C-C
  • 33
    • 84936960499 scopus 로고    scopus 로고
    • (accessed on 15 May 2015)
    • MSI GE60-2OE. Available online: http://www.msi.com/product/nb/GE60-2OE.html#hero-overview/ (accessed on 15 May 2015).
    • MSI GE60-2OE
  • 36
    • 0026940279 scopus 로고
    • Camera calibration with distortion models and accuracy evaluation
    • Weng, J.; Cohen, P.; Herniou, M. Camera calibration with distortion models and accuracy evaluation. IEEE Trans. Pattern Anal. 1992, 14, 965-980.
    • (1992) IEEE Trans. Pattern Anal , vol.14 , pp. 965-980
    • Weng, J.1    Cohen, P.2    Herniou, M.3
  • 37
    • 0000879124 scopus 로고    scopus 로고
    • A flexible new technique for camera calibration
    • Zhang, Z. A flexible new technique for camera calibration. IEEE Trans. Pattern Anal. 2000, 22, 1330-1334.
    • (2000) IEEE Trans. Pattern Anal , vol.22 , pp. 1330-1334
    • Zhang, Z.1
  • 38
    • 10444271193 scopus 로고    scopus 로고
    • (accessed on 15 May 2015)
    • Camera calibration toolbox. Available online: http://www.vision.caltech.edu/bouguetj/calib_doc/ (accessed on 15 May 2015).
    • Camera calibration toolbox


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.