메뉴 건너뛰기




Volumn 8020, Issue , 2011, Pages

Robust vehicle detection in aerial images based on salient region selection and superpixel classification

Author keywords

Aerial image; Linear Binary Pattern; Over segmentation; Salient regions; SIFT; Superpixels; SVMs; Target detection; Vehicle detection

Indexed keywords

AERIAL IMAGES; BINARY PATTERNS; OVER-SEGMENTATION; SALIENT REGIONS; SIFT; SUPERPIXELS; SVMS; VEHICLE DETECTION;

EID: 80052716070     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.883890     Document Type: Conference Paper
Times cited : (4)

References (31)
  • 1
    • 0036132796 scopus 로고    scopus 로고
    • Performance analysis of a simple vehicle detection algorithm
    • Papers
    • Moon, H., Chellappa, R., and Rosenfeld, A., "Performance analysis of a simple vehicle detection algorithm," Image and Vision Computing, Papers 20(1), 1-13, (2002).
    • (2002) Image and Vision Computing , vol.20 , Issue.1 , pp. 1-13
    • Moon, H.1    Chellappa, R.2    Rosenfeld, A.3
  • 2
    • 0002825793 scopus 로고    scopus 로고
    • Sensitivity analysis and learning strategies for contextbased vehicle detection algorithms
    • Burlina, P., Parameswaran, V., and Chellappa, R., "Sensitivity analysis and learning strategies for contextbased vehicle detection algorithms," DARPA IU Workshop, Vol. 97, 577-584, (1997).
    • (1997) DARPA IU Workshop , vol.97 , pp. 577-584
    • Burlina, P.1    Parameswaran, V.2    Chellappa, R.3
  • 3
    • 0034844730 scopus 로고    scopus 로고
    • Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images
    • Boykov, Y.,Y. And Jolly, M.,-P., "Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images," IEEE International Conference on Computer Vision, 105-112, (2001).
    • (2001) IEEE International Conference on Computer Vision , pp. 105-112
    • Boykov, Y.Y.1    Jolly, M.-P.2
  • 4
    • 33846221503 scopus 로고    scopus 로고
    • A review of statistical approaches to level set segmentation: Integrating color, texture, motion and shape
    • Papers
    • Cremers, D., Rousson, M. and Deriche, R., "A review of statistical approaches to level set segmentation: integrating color, texture, motion and shape, " International Journal of Computer Vision, Papers 72(2), 195-215 (2007).
    • (2007) International Journal of Computer Vision , vol.72 , Issue.2 , pp. 195-215
    • Cremers, D.1    Rousson, M.2    Deriche, R.3
  • 5
    • 0022388528 scopus 로고
    • Shifts in selective visual attention: Towards the underlying neural circuitry
    • Koch, C. and Ullman, S., "Shifts in selective visual attention: towards the underlying neural circuitry, " Human Neurobiology. Paper 4, 219-227, (1985).
    • (1985) Human Neurobiology. Paper , vol.4 , pp. 219-227
    • Koch, C.1    Ullman, S.2
  • 7
    • 33750684017 scopus 로고    scopus 로고
    • Modeling attention to salient proto-objects
    • Walther, D. and Koch, C., "Modeling attention to salient proto-objects," Neural Networks Papers 19(9) 1395-1407, (2006).
    • (2006) Neural Networks Papers , vol.19 , Issue.9 , pp. 1395-1407
    • Walther, D.1    Koch, C.2
  • 9
    • 80052732942 scopus 로고    scopus 로고
    • Saliency and gist features for target detection in satellite images
    • Papers
    • Li, Z. and Itti, L., "Saliency and Gist Features for Target Detection in Satellite Images," IEEE Transactions on Image Processing, Papers 99, (2010).
    • (2010) IEEE Transactions on Image Processing , vol.99
    • Li, Z.1    Itti, L.2
  • 10
    • 0001473437 scopus 로고
    • On estimation of a probability density function and mode
    • Papers
    • Parzen, E., "On estimation of a probability density function and mode," Annals of Mathematical Statistics, Papers 33, 1065-1076, (1962).
    • (1962) Annals of Mathematical Statistics , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 12
    • 67649413046 scopus 로고    scopus 로고
    • A simple method for detecting salient regions
    • Papers
    • Rosin, P. L., "A simple method for detecting salient regions," Pattern Recognition, Papers 42(11), 2363-2371, (2009).
    • (2009) Pattern Recognition , vol.42 , Issue.11 , pp. 2363-2371
    • Rosin, P.L.1
  • 19
    • 44649107590 scopus 로고    scopus 로고
    • A comprehensive review of current local features for computer vision
    • Papers
    • Jing, L. and Allinson, N. M., "A comprehensive review of current local features for computer vision," Neurocomputing, Papers 71(10-12), 1771-1787, (2008).
    • (2008) Neurocomputing , vol.71 , Issue.10-12 , pp. 1771-1787
    • Jing, L.1    Allinson, N.M.2
  • 20
    • 79952411335 scopus 로고    scopus 로고
    • Unsupervised classification and clustering of image features for vehicle detection in large scale aerial images
    • Edinburgh (UK), 26-29 July
    • Lavigne, D.A., Sahli, S., Ouyang, Y. and Sheng, Y., "Unsupervised classification and clustering of image features for vehicle detection in large scale aerial images," 13th International Conference on Information Fusion, Edinburgh (UK), 26-29 July, (2010).
    • (2010) 13th International Conference on Information Fusion
    • Lavigne, D.A.1    Sahli, S.2    Ouyang, Y.3    Sheng, Y.4
  • 21
    • 77953593013 scopus 로고    scopus 로고
    • Robust vehicle detection in low-resolution aerial imagery
    • Sahli, S., Ouyang, Y., Sheng, Y. and Lavigne, D.A, "Robust vehicle detection in low-resolution aerial imagery," Proc. SPIE 7668, (2010).
    • (2010) Proc. SPIE , vol.7668
    • Sahli, S.1    Ouyang, Y.2    Sheng, Y.3    Lavigne, D.A.4
  • 22
  • 23
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale invariant features
    • Lowe, D.,"Object recognition from local scale invariant features," IEEE International Conference on Computer Vision, Vol. 2, 1150-1157, (1999).
    • (1999) IEEE International Conference on Computer Vision , vol.2 , pp. 1150-1157
    • Lowe, D.1
  • 24
    • 0029669420 scopus 로고    scopus 로고
    • A Comparative study of texture measures with classification based on feature distributions
    • Papers
    • Ojala, T., Pietika Éinen, M. and Harwood, D.,"A Comparative Study of Texture Measures with Classification Based on Feature Distributions," Pattern Recognition, Papers (29), 51-59, (1996).
    • (1996) Pattern Recognition , Issue.29 , pp. 51-59
    • Ojala, T.1    Pietika Éinen, M.2    Harwood, D.3
  • 28
    • 0242383459 scopus 로고    scopus 로고
    • SVM regression through variational methods and its sequential implementation
    • Papers
    • Gao, J.B., Gunn, S. R. and Harris, C. J. "SVM regression through variational methods and its sequential implementation," Neurocomputing, Papers 55, 151-167, (2003).
    • (2003) Neurocomputing , vol.55 , pp. 151-167
    • Gao, J.B.1    Gunn, S.R.2    Harris, C.J.3
  • 31
    • 0141522522 scopus 로고    scopus 로고
    • Automatic particle detection through efficient Hough transforms
    • Papers
    • Zhu, Y., Carragher, B., Mouche, F. and Potter, C.S., "Automatic Particle Detection Through Efficient Hough Transforms," IEEE Transaction On medical Imaging, Papers 22(9), 1053-1062, (2003).
    • (2003) IEEE Transaction on Medical Imaging , vol.22 , Issue.9 , pp. 1053-1062
    • Zhu, Y.1    Carragher, B.2    Mouche, F.3    Potter, C.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.