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Volumn 2016-August, Issue , 2016, Pages 1913-1917

Direct inference on compressive measurements using convolutional neural networks

Author keywords

Compressive sensing; Neural networks

Indexed keywords

COMPRESSED SENSING; COMPUTER VISION; CONVOLUTION; IMAGE RECOGNITION; NEURAL NETWORKS; PIXELS; SIGNAL RECONSTRUCTION;

EID: 85006837039     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2016.7532691     Document Type: Conference Paper
Times cited : (117)

References (22)
  • 5
    • 85032750937 scopus 로고    scopus 로고
    • An introduction to compressive sampling
    • Emmanuel J Candès and Michael B Wakin, "An introduction to compressive sampling, " Signal Processing Magazine, IEEE, vol. 25, no. 2, pp. 21-30, 2008.
    • (2008) Signal Processing Magazine, IEEE , vol.25 , Issue.2 , pp. 21-30
    • Candès, E.J.1    Wakin, M.B.2
  • 6
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • Emmanuel J Candes, Justin K Romberg, and Terence Tao, "Stable signal recovery from incomplete and inaccurate measurements, " Communications on pure and applied mathematics, vol. 59, no. 8, pp. 1207-1223, 2006.
    • (2006) Communications on Pure and Applied Mathematics , vol.59 , Issue.8 , pp. 1207-1223
    • Candes, E.J.1    Romberg, J.K.2    Tao, T.3
  • 8
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from random measurements via orthogonal matching pursuit
    • Joel A Tropp and Anna C Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit, " IEEE Transactions on Information Theory, vol. 53, no. 12, pp. 4655-4666, 2007.
    • (2007) IEEE Transactions on Information Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Tropp, J.A.1    Gilbert, A.C.2
  • 13
    • 72649100418 scopus 로고    scopus 로고
    • Object specific image reconstruction using a compressive sensing architecture for application in surveillance systems
    • Abhijit Mahalanobis and Robert Muise, "Object specific image reconstruction using a compressive sensing architecture for application in surveillance systems, " Aerospace and Electronic Systems, IEEE Transactions on, vol. 45, no. 3, pp. 1167-1180, 2009.
    • (2009) Aerospace and Electronic Systems, IEEE Transactions on , vol.45 , Issue.3 , pp. 1167-1180
    • Mahalanobis, A.1    Muise, R.2
  • 14
    • 84875294645 scopus 로고
    • Extensions of lipschitz mappings into a hilbert space
    • 206
    • William B Johnson and Joram Lindenstrauss, "Extensions of lipschitz mappings into a hilbert space, " Contemporary mathematics, vol. 26, no. 189-206, pp. 1, 1984.
    • (1984) Contemporary Mathematics , vol.26 , Issue.189 , pp. 1
    • Johnson, W.B.1    Lindenstrauss, J.2
  • 15
    • 84930944351 scopus 로고    scopus 로고
    • Compressive image acquisition and classification via secant projections
    • Yun Li, Chinmay Hegde, Aswin C. Sankaranarayanan, Richard Baraniuk, and Kevin F. Kelly, "Compressive image acquisition and classification via secant projections, " Journal of Optics, vol. 17, no. 6, pp. 065701, 2015.
    • (2015) Journal of Optics , vol.17 , Issue.6 , pp. 065701
    • Li, Y.1    Hegde, C.2    Sankaranarayanan, A.C.3    Baraniuk, R.4    Kelly, K.F.5
  • 17
    • 84911198048 scopus 로고    scopus 로고
    • Deepface: Closing the gap to human-level performance in face verification
    • Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, and Lior Wolf, "Deepface: Closing the gap to human-level performance in face verification, " in IEEE CVPR. IEEE, 2014, pp. 1701-1708.
    • (2014) IEEE CVPR. IEEE , pp. 1701-1708
    • Taigman, Y.1    Yang, M.2    Ranzato, M.3    Wolf, L.4
  • 19
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner, "Gradient-based learning applied to document recognition, " Proceedings of the IEEE, vol. 86, no. 11, pp. 2278-2324, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.