Laser & Optoelectronics Progress, Volume. 58, Issue 2, 0215002(2021)

Segmentation Method of Forbidden Traffic Signs Based on MSPCNN Model with Adjustable Parameters

Jing Di, Jinghui Wang*, and Jing Lian
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
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    References(24)

    [6] Barnes N, Loy G, Shaw D. The regular polygon detector[J]. Pattern Recognition, 43, 592-602(2010).

    [7] Gu Y L, Yendo T, Panahpour Tehrani M et al. Traffic sign detection in dual-focal active camera system[C]//2011 IEEE Intelligent Vehicles Symposium (IV), June 5-9, 2011, Baden-Baden, Germany., 1054-1059(2011).

    [8] Zhang J, He M Y, Dai Y C et al. Multi-feature fusion based circular traffic sign detection[J]. Pattern Recognition and Artificial Intelligence, 24, 226-232(2011).

    [9] Eckhorn R, Reitboeck H J, Arndt M et al. Feature linking via synchronization among distributed assemblies: simulations of results from cat visual cortex[J]. Neural Computation, 2, 293-307(1990).

    [10] Johnson J L. Pulse-coupled neural nets: translation, rotation, scale, distortion, and intensity signal invariance for images[J]. Applied Optics, 33, 6239-6253(1994).

    [11] Stewart R D, Fermin I, Opper M. Region growing with pulse-coupled neural networks: an alternative to seeded region growing[J]. IEEE Transactions on Neural Networks, 13, 1557-1562(2002).

    [13] Gao C, Zhou D G, Guo Y C. Automatic iterative algorithm for image segmentation using a modified pulse-coupled neural network[J]. Neurocomputing, 119, 332-338(2013).

    [14] Ekblad U, Kinser J M, Atmer J et al. The intersecting cortical model in image processing[J]. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 525, 392-396(2004).

    [15] Kinser J M. Simplified pulse-coupled neural network[J]. Proceedings of SPIE, 2760, 563-567(1996).

    [16] Zhan K, Zhang H J, Ma Y D. New spiking cortical model for invariant texture retrieval and image processing[J]. IEEE Transactions on Neural Networks, 20, 1980-1986(2009).

    [18] Lian J, Yang Z, Sun W H et al. An image segmentation method of a modified SPCNN based on human visual system in medical images[J]. Neurocomputing, 333, 292-306(2019).

    [23] Lian J, Shi B, Li M C et al. An automatic segmentation method of a parameter-adaptive PCNN for medical images[J]. International Journal of Computer Assisted Radiology and Surgery, 12, 1511-1519(2017).

    [24] Otsu N. A threshold selection method from gray-level histograms[J]. IEEE Transactions on Systems, Man, and Cybernetics, 9, 62-66(1979).

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    Jing Di, Jinghui Wang, Jing Lian. Segmentation Method of Forbidden Traffic Signs Based on MSPCNN Model with Adjustable Parameters[J]. Laser & Optoelectronics Progress, 2021, 58(2): 0215002

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    Paper Information

    Category: Machine Vision

    Received: Mar. 23, 2020

    Accepted: May. 8, 2020

    Published Online: Jan. 11, 2021

    The Author Email: Wang Jinghui (455342316@qq.com)

    DOI:10.3788/LOP202158.0215002

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