메뉴 건너뛰기




Volumn 12, Issue 4, 2011, Pages 1423-1433

Multiband image segmentation and object recognition for understanding road scenes

Author keywords

Bag of textons; object recognition; road scene; semantic segmentation; vehicle environment perception

Indexed keywords

BAG-OF-TEXTONS; CONTEXTUAL INFORMATION; DRIVING ASSISTANCE SYSTEMS; MULTISCALES; NEAR INFRARED; ROAD ENVIRONMENT; ROAD SCENE; SCENE INTERPRETATION; SEGMENTATION ACCURACY; SEMANTIC SEGMENTATION; SPATIAL CONFIGURATION; SPATIAL CONTEXT; TEXTONS;

EID: 82455164336     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2160539     Document Type: Article
Times cited : (63)

References (48)
  • 1
    • 0348002091 scopus 로고    scopus 로고
    • An obstacle detection method by fusion of radar and motion stereo
    • Sep.
    • T. Kato, Y. Ninomiya, and I. Masaki, "An obstacle detection method by fusion of radar and motion stereo," IEEE Trans. Intell. Transp. Syst., vol. 3, no. 3, pp. 182-188, Sep. 2002.
    • (2002) IEEE Trans. Intell. Transp. Syst. , vol.3 , Issue.3 , pp. 182-188
    • Kato, T.1    Ninomiya, Y.2    Masaki, I.3
  • 2
    • 57149136442 scopus 로고    scopus 로고
    • Robust road modeling and tracking using condensation
    • Dec.
    • Y. Wang, L. Bai, and M. Fairhurst, "Robust road modeling and tracking using condensation," IEEE Trans. Intell. Transp. Syst., vol. 9, no. 4, pp. 570-579, Dec. 2008.
    • (2008) IEEE Trans. Intell. Transp. Syst. , vol.9 , Issue.4 , pp. 570-579
    • Wang, Y.1    Bai, L.2    Fairhurst, M.3
  • 3
  • 5
    • 33847717540 scopus 로고    scopus 로고
    • Interactive road situation analysis for driver assistance and safety warning systems: Framework and algorithms
    • Mar.
    • H. Cheng, N. Zheng, X. Zhang, J. Qin, and H. Wetering, "Interactive road situation analysis for driver assistance and safety warning systems: Framework and algorithms," IEEE Trans. Intell. Transp. Syst., vol. 8, no. 1, pp. 157-167, Mar. 2007.
    • (2007) IEEE Trans. Intell. Transp. Syst. , vol.8 , Issue.1 , pp. 157-167
    • Cheng, H.1    Zheng, N.2    Zhang, X.3    Qin, J.4    Wetering, H.5
  • 6
    • 57149143156 scopus 로고    scopus 로고
    • A dynamic conditional random field model for joint labeling of object and scene classes
    • C. Wojek and B. Schiele, "A dynamic conditional random field model for joint labeling of object and scene classes," in Proc. Eur. Conf. Comput. Vis., 2008, pp. 733-747.
    • (2008) Proc. Eur. Conf. Comput. Vis. , pp. 733-747
    • Wojek, C.1    Schiele, B.2
  • 8
    • 0019522390 scopus 로고
    • Textons, the elements of texture perception and their interactions
    • Mar.
    • B. Julesz, "Textons, the elements of texture perception and their interactions," Nature, vol. 290, pp. 91-97, Mar. 1981.
    • (1981) Nature , vol.290 , pp. 91-97
    • Julesz, B.1
  • 9
    • 61849178088 scopus 로고    scopus 로고
    • Using image-based metrics to model pedestrian detection performance with night-vision systems
    • Mar.
    • B. Luzheng, O. Tsimhoni, and L. Yili, "Using image-based metrics to model pedestrian detection performance with night-vision systems," IEEE Trans. Intell. Transp. Syst., vol. 10, no. 1, pp. 155-164, Mar. 2009.
    • (2009) IEEE Trans. Intell. Transp. Syst. , vol.10 , Issue.1 , pp. 155-164
    • Luzheng, B.1    Tsimhoni, O.2    Yili, L.3
  • 11
    • 1642529680 scopus 로고    scopus 로고
    • A compact integrated visual motion sensor for its applications
    • Mar.
    • K. Yamada and M. Soga, "A compact integrated visual motion sensor for its applications," IEEE Trans. Intell. Transp. Syst., vol. 4, no. 1, pp. 35-42, Mar. 2003.
    • (2003) IEEE Trans. Intell. Transp. Syst. , vol.4 , Issue.1 , pp. 35-42
    • Yamada, K.1    Soga, M.2
  • 13
    • 58149151266 scopus 로고    scopus 로고
    • Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling texture, layout, and context
    • Jan.
    • J. Shotton, J. Winn, C. Rother, and A. Criminisi, "Textonboost for image understanding: Multi-class object recognition and segmentation by jointly modeling texture, layout, and context," Int. J. Comput. Vis., vol. 81, no. 1, pp. 2-23, Jan. 2009.
    • (2009) Int. J. Comput. Vis. , vol.81 , Issue.1 , pp. 2-23
    • Shotton, J.1    Winn, J.2    Rother, C.3    Criminisi, A.4
  • 14
    • 10244255020 scopus 로고    scopus 로고
    • Pedestrian detection for driver assistance using multiresolution infrared vision
    • Nov.
    • M. Bertozzi, A. Broggi, A. Fascioli, T. Graf, and M. Meinecke, "Pedestrian detection for driver assistance using multiresolution infrared vision," IEEE Trans. Veh. Technol., vol. 53, no. 6, pp. 1666-1678, Nov. 2004.
    • (2004) IEEE Trans. Veh. Technol. , vol.53 , Issue.6 , pp. 1666-1678
    • Bertozzi, M.1    Broggi, A.2    Fascioli, A.3    Graf, T.4    Meinecke, M.5
  • 16
    • 34547258691 scopus 로고    scopus 로고
    • Pedestrian detection on a moving vehicle: An investigation about near infra-red images
    • A. Broggi, R. Isabella, F. Andrea, T. Graf, and M. Meinecke, "Pedestrian detection on a moving vehicle: An investigation about near infra-red images," in Proc. IEEE Intell. Veh. Symp., 2006, pp. 431-436.
    • (2006) Proc. IEEE Intell. Veh. Symp. , pp. 431-436
    • Broggi, A.1    Isabella, R.2    Andrea, F.3    Graf, T.4    Meinecke, M.5
  • 18
    • 0031270693 scopus 로고    scopus 로고
    • Theoretical limits to the estimation of the leaf area index on the basis of visible and near-infrared remote sensing data
    • Nov.
    • N. Gobron, B. Pinty, and M. Verstraete, "Theoretical limits to the estimation of the leaf area index on the basis of visible and near-infrared remote sensing data," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 6, pp. 1438-1445, Nov. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.6 , pp. 1438-1445
    • Gobron, N.1    Pinty, B.2    Verstraete, M.3
  • 19
    • 0029271134 scopus 로고
    • An optoelectronic prototype for the detection of road surface conditions
    • Mar.
    • C. Ciamberlini, G. Innocenti, and G. Longobardi, "An optoelectronic prototype for the detection of road surface conditions," Rev. Sci. Instrum., vol. 66, no. 3, pp. 2684-2689, Mar. 1995.
    • (1995) Rev. Sci. Instrum. , vol.66 , Issue.3 , pp. 2684-2689
    • Ciamberlini, C.1    Innocenti, G.2    Longobardi, G.3
  • 20
    • 33947510451 scopus 로고    scopus 로고
    • Illumination invariant face recognition using near-infrared images
    • Apr.
    • R. Chu, S. Liao, and L. Zhang, "Illumination invariant face recognition using near-infrared images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 4, pp. 627-639, Apr. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.4 , pp. 627-639
    • Chu, R.1    Liao, S.2    Zhang, L.3
  • 21
    • 33745913325 scopus 로고    scopus 로고
    • Categorization by learned universal visual dictionary
    • J.Winn, A. Criminisi, and T. Minka, "Categorization by learned universal visual dictionary," in Proc. Int. Conf. Comput. Vis., 2005, pp. 1800-1807.
    • (2005) Proc. Int. Conf. Comput. Vis. , pp. 1800-1807
    • Winn, J.1    Criminisi, A.2    Minka, T.3
  • 23
    • 0035358181 scopus 로고    scopus 로고
    • Contour and texture analysis for image segmentation
    • Jun.
    • J. Malik, S. Belongie, T. Leung, and J. Shi, "Contour and texture analysis for image segmentation," Int. J. Comput. Vis., vol. 43, no. 1, pp. 7-27, Jun. 2001.
    • (2001) Int. J. Comput. Vis. , vol.43 , Issue.1 , pp. 7-27
    • Malik, J.1    Belongie, S.2    Leung, T.3    Shi, J.4
  • 24
  • 25
    • 0025263482 scopus 로고
    • Multichannel texture analysis using localized spatial filters
    • Jan.
    • A. C. Bovik, M. Clark, and W. S. Geisler, "Multichannel texture analysis using localized spatial filters," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 1, pp. 55-73, Jan. 1990.
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell. , vol.12 , Issue.1 , pp. 55-73
    • Bovik, A.C.1    Clark, M.2    Geisler, W.S.3
  • 26
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using gabor filters
    • Dec.
    • A. K. Jain and F. Farrokhnia, "Unsupervised texture segmentation using gabor filters," Pattern Recognit., vol. 24, no. 12, pp. 1167-1189, Dec. 1991.
    • (1991) Pattern Recognit. , vol.24 , Issue.12 , pp. 1167-1189
    • Jain, A.K.1    Farrokhnia, F.2
  • 27
    • 0037957293 scopus 로고    scopus 로고
    • Log-polar wavelet energy signatures for rotation and scale invariant texture classification
    • May
    • C. Pun and M. Lee, "Log-polar wavelet energy signatures for rotation and scale invariant texture classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 5, pp. 590-603, May 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.5 , pp. 590-603
    • Pun, C.1    Lee, M.2
  • 28
    • 8644258401 scopus 로고    scopus 로고
    • A statistical approach to texture classification from single images
    • Apr.
    • M. Varma and A. Zisserman, "A statistical approach to texture classification from single images," Int. J. Comput. Vis., vol. 62, no. 1/2, pp. 61-81, Apr. 2005.
    • (2005) Int. J. Comput. Vis. , vol.62 , Issue.1-2 , pp. 61-81
    • Varma, M.1    Zisserman, A.2
  • 29
    • 0032663328 scopus 로고    scopus 로고
    • Filtering for texture classification: A comparative study
    • Apr.
    • T. Randen and J. H. Husoy, "Filtering for texture classification: A comparative study," IEEE Trans. Pattern Anal. Mach. Intell., vol. 21, no. 4, pp. 291-310, Apr. 1999.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , Issue.4 , pp. 291-310
    • Randen, T.1    Husoy, J.H.2
  • 31
    • 77957947773 scopus 로고    scopus 로고
    • Multiband image segmentation and object recognition using texture filter banks
    • Y. Kang, K. Kidono, T. Naito, and Y. Ninomiya, "Multiband image segmentation and object recognition using texture filter banks," in Proc. Int. Conf. Pattern Recognit., 2008, pp. 1-4.
    • (2008) Proc. Int. Conf. Pattern Recognit. , pp. 1-4
    • Kang, Y.1    Kidono, K.2    Naito, T.3    Ninomiya, Y.4
  • 33
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Nov.
    • D. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 35
    • 0030715166 scopus 로고    scopus 로고
    • Shape indexing using approximate nearestneighbour search in highdimensional spaces
    • J. Beis and D. Lowe, "Shape indexing using approximate nearestneighbour search in highdimensional spaces," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 1997, pp. 1000-1006.
    • (1997) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. , pp. 1000-1006
    • Beis, J.1    Lowe, D.2
  • 36
    • 82455181688 scopus 로고    scopus 로고
    • [Online]. Available:
    • J. Shotton. [Online]. Available: http://jamie.shotton.org/work/code.html
    • Shotton, J.1
  • 39
    • 46149124384 scopus 로고    scopus 로고
    • A random field model for integration of local information and global information
    • Aug.
    • T. Toyoda and O. Hasegawa, "A random field model for integration of local information and global information," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 8, pp. 1483-1489, Aug. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.8 , pp. 1483-1489
    • Toyoda, T.1    Hasegawa, O.2
  • 40
    • 70349850950 scopus 로고    scopus 로고
    • A statistical approach to material classification using image patch exemplars
    • Nov.
    • M. Varma and A. Zisserman, "A statistical approach to material classification using image patch exemplars," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 11, pp. 2032-2047, Nov. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.11 , pp. 2032-2047
    • Varma, M.1    Zisserman, A.2
  • 41
    • 34047200109 scopus 로고    scopus 로고
    • Sharing visual features for multiclass and multiview object detection
    • May
    • A. Torralba, P. Murphy, and W. T. Freeman, "Sharing visual features for multiclass and multiview object detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 5, pp. 854-869, May 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.5 , pp. 854-869
    • Torralba, A.1    Murphy, P.2    Freeman, W.T.3
  • 42
    • 33745848658 scopus 로고    scopus 로고
    • A hierarchical field framework for unified context-based classification
    • S. Kumar and M. Hebert, "A hierarchical field framework for unified context-based classification," in Proc. Int. Conf. Comput. Vis., 2005, pp. 1284-1291.
    • (2005) Proc. Int. Conf. Comput. Vis. , pp. 1284-1291
    • Kumar, S.1    Hebert, M.2
  • 44
    • 0035509961 scopus 로고    scopus 로고
    • Fast approximate energy minimization via graph cuts
    • Nov.
    • Y. Boykov, O. Veksler, and R. Zabih, "Fast approximate energy minimization via graph cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 11, pp. 1222-1239, Nov. 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , Issue.11 , pp. 1222-1239
    • Boykov, Y.1    Veksler, O.2    Zabih, R.3
  • 47
    • 40949163544 scopus 로고    scopus 로고
    • 3d urban scene modeling integrating recognition and reconstruction
    • Jul.
    • N. Cornelis, B. Leibe, K. Cornelis, and V. Gool, "3d urban scene modeling integrating recognition and reconstruction," Int. J. Comput. Vis., vol. 78, no. 2/3, pp. 121-141, Jul. 2008.
    • (2008) Int. J. Comput. Vis. , vol.78 , Issue.2-3 , pp. 121-141
    • Cornelis, N.1    Leibe, B.2    Cornelis, K.3    Gool, V.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.