Optical Technique, Volume. 47, Issue 1, 37(2021)
Research on measurement of vessel diameter based on clustering algorithm
[1] [1] Khan B K, Amir A K, Abdul J, et al. A review of retinal blood vessels extraction techniques: challenges, taxonomy, and future trends[J]. Pattern Analysis and Applications,2019,22(3):767-802.
[3] [3] Gegundez-Arias M.E, Marin D, Ponte B, et al. A tool for automated diabetic retinopathy pre-screening based on retinal image computer analysis[J]. Computers in Biology & Medicine,2017,88:100-109.
[4] [4] Sudeshna S K, Santi P M. Retinal blood vessel extraction using tunable bandpass filter and fuzzy conditional entropy[J]. Computer Methods and Programs in Biomedicine,2016,133:111-132.
[9] [9] Stabingis G, Bernataviien J, Dzemyda G, et al. Automatization of eye fundus vessel width measurements[C]∥ European Congress on Computational Methods in Applied Sciences & Engineering. Cham: Springer,2018:787-796.
[10] [10] Kumar D K, Aliahmad B, Hao H. Retinal vessel diameter measurement using unsupervised linear discriminant analysis[J]. ISRN Ophthalmology,2012,2012: 151369.
[11] [11] Gang Sun, Liu Xiaoyan, Wang Siyuan, et al. Width measurement for pathological vessels in retinal images using centerline correction and k-means clustering[J]. Measurement,2019,139:185-195.
[13] [13] Aliahmad B, Kumar D K, Janghorban S, et al. Retinal vessel diameter measurement using multi-step regression method[C]∥ Biosignals & Biorobotics Conference.Manaus,Brazil:IEEE,2012:1-4.
[18] [18] Ronneberger O, Fischer P, Brox T. U-Net: Convolutional networks for biomedical image segmentation[C]∥Medical Image Computing and Computer-Assisted Intervention-MICCAI 2015.Munich, Germany:Springer,2015:234-241.
[19] [19] Peter B, C Norman S J Graham M, et al. Fast retinal vessel detection and measurement using wavelets and edge location refinement.[J]. Plos One,2012,7(3):e32435.
[20] [20] Qian Li, Lin Li, Tianhao Yu, et al. Vascular tree extraction for photoacoustic microscopy and imaging of cat primary visual cortex[J]. Journal of Biophotonics,2017,10(6-7):780-791.
[21] [21] Jing W, Hong L, Wu S J, et al. Transdermal optical imaging reveal basal stress via heart rate variability analysis:a novel methodology comparable to electrocardiography[J]. Frontiers in Psychology,2018,9:98-107.
[23] [23] Bost W, Lemor R, Fournelle M. Optoacoustic imaging of subcutaneous microvasculature with a class one laser[J]. IEEE Transactions on Medical Imaging,2014,33(9):1900-1904.
[25] [25] Dong Biqin, Li Hao, Zhang Zhen, et al. Isometric multimodal photoacoustic microscopy based on optically transparent micro-ring ultrasonic detection[J]. Optica,2015,2(2):169-176.
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WANG Cheng, LI Yanrui, LIU Bin, XIANG Huazhong, XU Kang, ZHENG Gang, CHEN Minghui, ZHANG Dawei. Research on measurement of vessel diameter based on clustering algorithm[J]. Optical Technique, 2021, 47(1): 37
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Received: Aug. 27, 2020
Accepted: --
Published Online: Apr. 12, 2021
The Author Email: Yanrui LI (1027671709@qq.com)
CSTR:32186.14.