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Volumn , Issue , 2017, Pages 27-36

Training object detection and recognition CNN models using data augmentation

Author keywords

[No Author keywords available]

Indexed keywords

DEEP LEARNING; DEFORMATION; FEATURE EXTRACTION; GLOBAL SYSTEM FOR MOBILE COMMUNICATIONS; MATHEMATICAL TRANSFORMATIONS; NEURAL NETWORKS; OBJECT RECOGNITION; SEMANTICS;

EID: 85030256427     PISSN: None     EISSN: 24701173     Source Type: Conference Proceeding    
DOI: 10.2352/ISSN.2470-1173.2017.10.IMAWM-163     Document Type: Conference Paper
Times cited : (82)

References (42)
  • 4
    • 84930472910 scopus 로고    scopus 로고
    • On rendering synthetic images for training an object detector
    • August
    • A. Rozantsev, V. Lepetit, and P. Fua, "On rendering synthetic images for training an object detector," Computer Vision and Image Understanding, vol. 137, pp. 24-37, August 2015.
    • (2015) Computer Vision and Image Understanding , vol.137 , pp. 24-37
    • Rozantsev, A.1    Lepetit, V.2    Fua, P.3
  • 5
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features
    • September Kerkya, Greece
    • D. G. Lowe, "Object recognition from local scale-invariant features," Proceedings of the International Conference on Computer Vision, pp. 1150-1159, September 1999, Kerkya, Greece.
    • (1999) Proceedings of the International Conference on Computer Vision , pp. 1150-1159
    • Lowe, D.G.1
  • 7
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik, "Support-vector networks," Machine Learning, vol. 20, no. 3, pp. 273-297, 1995.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 8
    • 0000581356 scopus 로고
    • An introduction to kernel and nearest-neighbor non-parametric regression
    • N. S. Altman, "An introduction to kernel and nearest-neighbor non-parametric regression," The American Statistician, vol. 46, no. 3, pp. 175-185, 1992.
    • (1992) The American Statistician , vol.46 , Issue.3 , pp. 175-185
    • Altman, N.S.1
  • 13
    • 84930630277 scopus 로고    scopus 로고
    • Deep learning
    • May
    • Y. LeCun, Y. Bengio, and G. Hinton, "Deep learning," Nature, vol. 521, pp. 436-444, May 2015.
    • (2015) Nature , vol.521 , pp. 436-444
    • LeCun, Y.1    Bengio, Y.2    Hinton, G.3
  • 14
    • 84976384382 scopus 로고    scopus 로고
    • Deep learning for remote sensing data: A technical tutorial on the state of the art
    • June
    • L. Zhang, L. Zhang, and B. Du, "Deep learning for remote sensing data: A technical tutorial on the state of the art," IEEE Geoscience and Remote Sensing Magazine, vol. 4, no. 2, pp. 22-40, June 2016.
    • (2016) IEEE Geoscience and Remote Sensing Magazine , vol.4 , Issue.2 , pp. 22-40
    • Zhang, L.1    Zhang, L.2    Du, B.3
  • 17
    • 84996534050 scopus 로고    scopus 로고
    • Understanding convolutional neural networks with a mathematical model
    • November
    • C.-C. J. Kuo, "Understanding convolutional neural networks with a mathematical model," Visual Communication and Image Representation, vol. 41, pp. 406-413, November 2016.
    • (2016) Visual Communication and Image Representation , vol.41 , pp. 406-413
    • Kuo, C.-C.J.1
  • 23
    • 85041525495 scopus 로고    scopus 로고
    • "Pinterest," URL: https://www.pinterest.com/.
  • 35
    • 85041524766 scopus 로고    scopus 로고
    • "Flickr," URL: https://www.flickr.com/.
  • 36
    • 85041543794 scopus 로고    scopus 로고
    • "HP Sprout," URL: http://www8.hp.com/us/en/sprout/home.html.
    • HP Sprout
  • 39
    • 84864758525 scopus 로고    scopus 로고
    • Evaluation: From precision, recall and f-factor to roc, informedness, markedness and correlation
    • December
    • D. M. W. Powers, "Evaluation: From precision, recall and f-factor to roc, informedness, markedness and correlation," Journal of Machine Learning Technologies, vol. 2, no. 1, pp. 37-63, December 2011.
    • (2011) Journal of Machine Learning Technologies , vol.2 , Issue.1 , pp. 37-63
    • Powers, D.M.W.1
  • 40
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to roc analysis
    • June
    • T. Fawcett, "An introduction to roc analysis," Pattern Recognition Letters, vol. 27, no. 8, p. 861874, June 2006.
    • (2006) Pattern Recognition Letters , vol.27 , Issue.8 , pp. 861874
    • Fawcett, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.