Laser & Optoelectronics Progress, Volume. 57, Issue 22, 221014(2020)

Image Segmentation Method Based on Dual Feature Markov Random Field

Mingyi Duan1, Yinju Lu1,2、*, and Yu Su1
Author Affiliations
  • 1College of Information Engineering, Zhengzhou University of Technology, Zhengzhou, Henan 450044, China
  • 2School of Optical Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    References(18)

    [5] Hassan M, Murtza I, Hira A et al. Robust spatial fuzzy GMM based MRI segmentation and carotid artery plaque detection in ultrasound images[J]. Computer Methods and Programs in Biomedicine, 175, 179-192(2019).

    [9] Yang J Z, Lu L, Tan W J et al. A modified MRF algorithm based on neighborhood spatial information for MRI brain tissue segmentation[J]. Journal of Medical Imaging and Health Informatics, 7, 1525-1530(2017).

    [10] Zheng C, Wang L G, Chen X H. A hybrid Markov random field model with multi-granularity information for semantic segmentation of remote sensing imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, 2728-2740(2019).

    [11] Zhou T X, Ruan S[J]. Canu S. A review: deep learning for medical image segmentation using multi-modality fusion. Array, 3/4, 100004(2019).

    [14] Shelhamer E, Long J, Darrell T. Fully convolutional networks for semantic segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 640-651(2017).

    [16] Chu J, Yu J J, Miao J et al. Local Gaussian distribution fitting energy model with fractional differential[J]. Pattern Recognition and Artificial Intelligence, 32, 409-419(2019).

    [17] Song Y, He B, Zhao Y et al. Segmentation of sidescan sonar imagery using Markov random fields and extreme learning machine[J]. IEEE Journal of Oceanic Engineering, 44, 502-513(2019).

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    Mingyi Duan, Yinju Lu, Yu Su. Image Segmentation Method Based on Dual Feature Markov Random Field[J]. Laser & Optoelectronics Progress, 2020, 57(22): 221014

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    Paper Information

    Category: Image Processing

    Received: Mar. 2, 2020

    Accepted: Apr. 20, 2020

    Published Online: Nov. 5, 2020

    The Author Email: Lu Yinju (luyinju2003@163.com)

    DOI:10.3788/LOP57.221014

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