Determination of Numerical Papillae Distribution Affecting the Taste Sensitivity on the Tongue with Image Processing Techniques

被引:0
作者
Cetinkol, Sefa [1 ]
Uncu, Ismail Serkan [1 ]
机构
[1] Isparta Univ Appl Sci, Fac Technol, TR-32100 Isparta, Turkey
来源
ARTIFICIAL INTELLIGENCE AND APPLIED MATHEMATICS IN ENGINEERING PROBLEMS | 2020年 / 43卷
关键词
Papillae; Image processing; Taste sensitivity;
D O I
10.1007/978-3-030-36178-5_13
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, numerical papillae distribution on tongue are determined with image processing and according to the region and papillae number, taste sensitivity is calculated. Aim is to calculate taste sensitivity and examining effect of person's age and nutrition style to the papillae number and taste sensitivity. At the project, codes are written at Python and OpenCV is used for image processing. To detect papillae, tongue image is used and Gaussian Filter is applied to remove the noise. Filtered image is passed from Canny Edge Detection function to detect edges on tongue. Papillae detection is done by using edges. Tongue is examined in three pieces. Each piece is multiplied by coefficient to determine papillae number. Papillae density is calculated by using papillae number and area. Smoking effect is calculated by using tongue color. Taste sensitivity is obtained at the result of polinomial operation of papillae number, papillae density, smoking effect and person's age. Input images are separated to age groups. Relation between age group and papillae number is observed. Also, effect of nutrition to the papillae distribution is examined between the people in same age group. At the trials, papillae is detected thus papillae density and taste sensitivity are calculated.
引用
收藏
页码:153 / 170
页数:18
相关论文
共 28 条
  • [11] Applying Image Processing to the Textile Grading of Fleece Based on Pilling Assessment
    Huang, Mei-Ling
    Fu, Chien-Chang
    [J]. FIBERS, 2018, 6 (04):
  • [12] Karabatak M., 2018, 6 INT S DIGITAL FORE, P1, DOI DOI 10.1109/ISDFS.2018.8355357
  • [13] Karadeniz F, 2000, GIDA, V25, P317
  • [14] Taste sensitivity in anorexia nervosa: A systematic review
    Kinnaird, Emma
    Stewart, Catherine
    Tchanturia, Kate
    [J]. INTERNATIONAL JOURNAL OF EATING DISORDERS, 2018, 51 (08) : 771 - 784
  • [15] Kolkur S, 2017, ADV INTEL SYS RES, V137, P324
  • [16] Kurtuldu E, 2016, ATATURK U HEKIMLIGI ATATURK U HEKIMLIGI, V28, P277
  • [17] A case of black hairy tongue responding to oral nystatin and vitamin B complex treatment
    Kutlu, Omer
    Ozdemir, Pinar
    Karadeniz, Tuba Betul
    Vahaboglu, Guler
    Eksioglu, Hatice Meral
    [J]. TURKDERM-TURKISH ARCHIVES OF DERMATOLOGY AND VENEROLOGY, 2015, 49 (04): : 291 - 293
  • [18] Accumulating evidence supports a taste component for free fatty acids in humans
    Mattes, Richard D.
    [J]. PHYSIOLOGY & BEHAVIOR, 2011, 104 (04) : 624 - 631
  • [19] Milli T.C., 2012, DUYU ORGANLARI 39 46, P50
  • [20] Mordvintsev A., SMOOTING IMAGES