{"id":1769,"date":"2021-01-16T19:40:26","date_gmt":"2021-01-16T17:40:26","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=1769"},"modified":"2021-04-19T10:31:03","modified_gmt":"2021-04-19T07:31:03","slug":"%d0%be%d1%81%d0%be%d0%b1%d0%bb%d0%b8%d0%b2%d0%be%d1%81%d1%82%d1%96-%d1%80%d0%be%d0%b7%d1%80%d0%be%d0%b1%d0%ba%d0%b8-%d0%b1%d0%b0%d0%b7%d0%b8-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85-%d0%be%d0%b4%d1%8f%d0%b3","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=1769","title":{"rendered":"\u041e\u0441\u043e\u0431\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0438 \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u0438\u0445 \u043e\u0434\u044f\u0433\u0443 \u043c\u0435\u0434\u0438\u0447\u043d\u043e\u0433\u043e \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0443"},"content":{"rendered":"

\u041e\u0421\u041e\u0411\u041b\u0418\u0412\u041e\u0421\u0422\u0406 \u0420\u041e\u0417\u0420\u041e\u0411\u041a\u0418 \u0411\u0410\u0417\u0418 \u0414\u0410\u041d\u0418\u0425 \u041e\u0414\u042f\u0413\u0423 \u041c\u0415\u0414\u0418\u0427\u041d\u041e\u0413\u041e \u041f\u0415\u0420\u0421\u041e\u041d\u0410\u041b\u0423<\/p>\n

DATABASE OF MEDICAL CLOTHING TO APPLY DEEP LEARNING IN APPAREL DESIGN<\/p>\n

<\/a> \u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 70-76. \u041d\u043e\u043c\u0435\u0440: \u21165, 2019 (277)<\/strong>
\n\u0410\u0432\u0442\u043e\u0440\u0438: <\/strong>
\n\u0415. \u0410. \u0415\u041b\u042c\u041d\u0410\u0428\u0410\u0420
\n\u0423\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u041a\u0430\u0444\u0440\u0435\u043b\u044c\u0448\u0435\u0439\u0445\u0430, \u0404\u0433\u0438\u043f\u0435\u0442
\n\u041e. \u0412. \u0417\u0410\u0425\u0410\u0420\u041a\u0415\u0412\u0418\u0427, \u0410. \u0412. \u0421\u0415\u041b\u0415\u0417\u041d\u042c\u041e\u0412\u0410, \u0421. \u0413. \u041a\u0423\u041b\u0415\u0428\u041e\u0412\u0410
\n\u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442
\nE. A. ELNASHAR
\nKafrelsheikh University, Egypt
\nO. V. ZAKHARKEVICH, A. V. SELEZNEVA, S. G. KULESHOVA
\nKhmelnytsky National University
\nDOI:<\/strong> https:\/\/www.doi.org\/10.31891\/2307-5732-2019-277-5-70-76<\/a>
\n\u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review :<\/strong> 23.05.2019 \u0440.
\n\u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed :<\/strong> 23.07.2019 \u0440.<\/p>\n

\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n

\u0412\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u0456 \u043e\u043a\u0440\u0435\u043c\u0456 \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0442\u0438\u0432\u043d\u043e-\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0456\u0439\u043d\u0456 \u0440\u0456\u0448\u0435\u043d\u043d\u044f \u043c\u0435\u0434\u0438\u0447\u043d\u043e\u0433\u043e \u043e\u0434\u044f\u0433\u0443 \u0434\u043b\u044f \u0444\u043e\u0440\u043c\u0443\u0432\u0430\u043d\u043d\u044f \u0431\u0430\u0437\u0438 \u0434\u0430\u043d\u0438\u0445 \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u044c \u043c\u0435\u0434\u0438\u0447\u043d\u043e\u0433\u043e \u043e\u0434\u044f\u0433\u0443, \u044f\u043a\u0430 \u043c\u043e\u0436\u0435 \u0431\u0443\u0442\u0438 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u0430 \u0434\u043b\u044f \u0433\u043b\u0438\u0431\u043e\u043a\u043e\u0433\u043e \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f \u043c\u0430\u0448\u0438\u043d, \u043f\u0440\u044f\u043c\u0435 \u043f\u0440\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u044f\u043a\u0438\u0445 \u2013 \u043f\u0456\u0434\u0431\u0456\u0440 \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f\u0443 \u043e\u0434\u044f\u0433\u0443 \u043f\u043e\u0432\u0441\u044f\u043a\u0434\u0435\u043d\u043d\u043e\u0433\u043e \u043f\u0440\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0434\u043b\u044f \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0438 \u043e\u0434\u044f\u0433\u0443 \u043c\u0435\u0434\u0438\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f.
\n\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0439 \u043e\u0434\u044f\u0433, \u0431\u0430\u0437\u0430 \u0434\u0430\u043d\u0438\u0445, \u043e\u0437\u043d\u0430\u043a\u0438 \u0432\u0438\u0440\u043e\u0431\u0443, \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u043d\u0438\u0439 \u0434\u0438\u0444\u0435\u0440\u0435\u043d\u0446\u0456\u0430\u043b, \u0435\u0432\u043a\u043b\u0456\u0434\u043e\u0432\u0430 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c.<\/p>\n

\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n

The main objective of the study is to organize the database of properly labelled images of medical clothing. It was considered advisable to use as labels specific features of the particular garment type rather than its name because the features are standard and can be determined specifically. With the help of the developed bipolar scales of semantic differential, the description of key emotional attributes of medical clothes in the form of psychographic profiles was made. The selected material was sampled for the next categorical principal components analysis and general assessment of differences that are caused by specific features of medical clothing. Thus, the structure of the databases of medical clothing corresponds to the indicators of clusters, which were revealed in the results of the categorical principal components analysis. Based on the information given in the database the typical design documentation of the garment that is already constructed at the given sewing enterprise might be selected out to design the medical clothing.
\nKeywords:<\/strong> medical clothing, database, garment features, semantic differential, Euclidian distance.<\/p>\n

References<\/strong><\/p>\n

    \n
  1. Kriukova S. V. Formuvannia vymoh do odiahu dlia medychnoho personalu \/ S. V. Kriukova, S. M. Bereznenko \/\/ Naukovi rozrobky molodi na suchasnomu etapi : tezy dopovidei XVI Vseukrainskoi naukovoi konferentsii molodykh vchenykh ta studentiv (27-28 kvitnia 2017 r., Kyiv). \u2013 K. : KNUTD, 2017. \u2013 T. 1 : Suchasni materialy i tekhnolohii vyrobnytstva vyrobiv shyrokoho vzhytku ta spetsialnoho pryznachennia. \u2013 S. 9-10.<\/li>\n
  2. Shchutska H. V. Osoblyvosti rozrobky vyrobiv medychnoho pryznachennia z zadanymy volohotransfernymy vlastyvostiamy : monohrafiia \/ H. V. Shchutska, N. P. Suprun ; Kyiv. nats. un-t tekhnolohii ta dyzainu. \u2013 Kyiv : KNUTD, 2018. \u2013 250 s.<\/li>\n
  3. Halyk I. S. Vykorystannia nanotekhnolohii dlia vyrobnytstva medychnoho tekstyliu \/ I. S. Halyk, B. D. Semak \/\/ Visnyk Kyivskoho natsionalnoho universytetu tekhnolohii i dyzainu. \u2013 2014. \u2013 \u2116 3. \u2013 S. 176\u2013186.<\/li>\n
  4. Suprun N. P. Osnovni aspekty rozrobky suchasnoho shpytalnoho odiahu \/ N. P. Suprun \/\/ Visnyk Kyivskoho natsionalnoho universytetu tekhnolohii i dyzainu. \u2013 2017. \u2013 \u2116 4 (112). \u2013 S. 124\u2013129.<\/li>\n
  5. Zwoli\u0144ska M. Impact of the medical clothing on the thermal stress of surgeons \/ M. Zwoli\u0144ska, A. Bogdan \/\/ Applied Ergonomics. \u2013 2012. \u2013 Vol. 43. \u2013 Is. 6. \u2013 P. 1096\u20131104.<\/li>\n
  6. Gupta D. Functional clothing \u2013 Definition and classification \/ Deepti Gupta \/\/ Indian Journal of Fibre & Textile Research. \u2013 2011. \u2013 Vol. 36 (4). \u2013 P. 321\u2013326.<\/li>\n
  7. Garment Selection and Color Classification [Electronic resource] \/ C. Grana, M. Manfredi, S. Calderara, R. Cucchiara. \u2013 2015. \u2013 URL : http:\/\/imagelab.ing.unimore.it\/imagelab2015\/researchactivity.asp?idAttivita=18.<\/li>\n
  8. Bengio Y. Deep Learning \/ Y. Bengio, Y. LeCun, G. Hinton \/\/ Nature. \u2013 2015. \u2013 \u2116 521. \u2013 P. 436\u2013444.<\/li>\n
  9. Firman T. Designing Apparel with Neural Style Transfer [Electronic resource] \/ T. Firman, V. Getmanskyi. \u2013 2016. \u2013 URL : http:\/\/labs.eleks.com\/2016\/09\/designing-apparel-neural-style-transfer.html.<\/li>\n
  10. Romaniuk O. O. Fashion and Technology: How Deep Learning Can Create an Added Value in Retail [Electronic resource] \/ O. Romaniuk. \u2013 2017. \u2013 URL : http:\/\/labs.eleks.com\/2017\/05\/fashion-technology-deep-learning-can-create-added-value-retail.html.<\/li>\n
  11. Deep Learning for Fast and Accurate Fashion Item Detection [Electronic resource] \/ E. Smirnov, A. Kulinkin, K. Ivanova, M. Pogrebnyak. \u2013 2016. \u2013 URL : https:\/\/kddfashion2016.mybluemix.net\/kddfashion_finalSubmissions\/Deep%20Learning%20for%20Fast%20and%20Accurate%20Fashion%20Item%20Detection.pdf.<\/li>\n
  12. Computer vision: recognition of clothing in pictures with help of mobile app \/ Blog of Anetika Company \/ Habrahabr [Electronic resource]. \u2013 2014. \u2013 URL : https:\/\/habrahabr.ru\/company\/anetika\/blog\/241343\/.<\/li>\n
  13. Snap Fashion \u2013 Shop Fashion in a Snap [Electronic resource]. \u2013 2017. \u2013 URL : https:\/\/www.snapfashion.co.uk\/.<\/li>\n
  14. Asap54 | Fashion Search | Fashion Price Comparison [Electronic resource]. \u2013 URL : https:\/\/www.asap54.com\/.<\/li>\n
  15. Bogoliubov L. Take pictures of clothes: clothing search based on its image | App Tractor [Electronic resource] \/ L. Bogoliubov. \u2013 2016. \u2013 URL : http:\/\/apptractor.ru\/info\/news\/snimite-odezhdu poiskodezhdyi-po-fotografii.html.<\/li>\n
  16. Zakharkevich O. Defining the main features of clothing to apply deep learning in apparel design \/ O. Zakharkevich, A. Selezneva, S. Kuleshova, A. Slavinskaya, J. Vovk, G. Shvets \/\/ Vlakna a Textil. \u2013 2018. \u2013 \u2116 4. \u2013 R. 103\u2013109.<\/li>\n
  17. Vlasiuk N. Kompiuterne rozpiznavannia vydiv odiahu za yikh zobrazhenniamy \/ N. Vlasiuk, O.V. Zakharkevych, Yu. Dziuba \/\/ Resursozberihaiuchi tekhnolohii lehkoi, tekstylnoi i kharchovoi promyslovosti : tezy dopovidei Vseukrainskoi naukovo-praktychnoi Internet-konferentsii molodykh vchenykh ta studentiv, 16-17 lystopada 2017 r. \u2013 Khmelnytskyi : KhNU, 2017. \u2013 S. 71-72.<\/li>\n
  18. Sarafan \u2013 Clothing search based on photo [Electronic resource]. \u2013 URL : https:\/\/getsarafan.com\/.<\/li>\n
  19. Kuleshova S. G. Development of expert system based on Kansei Engineering to support clothing design process \/ S. G. Kuleshova, O. V. Zakharkevich, J. V. Koshevko, & O. A. Ditkovska \/\/ Vlakna a Textil. \u2013 2017. \u2013 \u2116 3. \u2013 P. 30\u201341.<\/li>\n
  20. Zakharkevich O. V. Expert system to select the fabrics for transformable garments \/ O. V. Zakharkevich, T. Zhylenko, Y. Koshevko, S. Kuleshova, O. Ditkovska, G. Shvets \/\/ Vlakna a Textil. \u2013 2018. \u2013 \u2116 2. \u2013 R. 105\u2013112.<\/li>\n
  21. Zakharkevich O. Forming the database of medical clothing \/ O. Zakharkevich, Elsayed A. Elnashar (Egypt), A. Selesnyova, S. Kuleshova \/\/ Zbirnyk materialiv II Mizhnarodnoi naukovoi konferentsii tekstylnykh ta feshn tekhnolohii Kyiv Tex&Fashion, m. Kyiv, 1-2 lystopada 2018 roku. \u2013 Kyiv : KNUTD, 2018. \u2013 S. 70-71.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    \u041e\u0421\u041e\u0411\u041b\u0418\u0412\u041e\u0421\u0422\u0406 \u0420\u041e\u0417\u0420\u041e\u0411\u041a\u0418 \u0411\u0410\u0417\u0418 \u0414\u0410\u041d\u0418\u0425 \u041e\u0414\u042f\u0413\u0423 \u041c\u0415\u0414\u0418\u0427\u041d\u041e\u0413\u041e \u041f\u0415\u0420\u0421\u041e\u041d\u0410\u041b\u0423 DATABASE OF MEDICAL CLOTHING TO APPLY DEEP LEARNING IN APPAREL DESIGN \u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 70-76. \u041d\u043e\u043c\u0435\u0440: \u21165, 2019 (277) \u0410\u0432\u0442\u043e\u0440\u0438: \u0415. \u0410. \u0415\u041b\u042c\u041d\u0410\u0428\u0410\u0420 \u0423\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u041a\u0430\u0444\u0440\u0435\u043b\u044c\u0448\u0435\u0439\u0445\u0430, \u0404\u0433\u0438\u043f\u0435\u0442 \u041e. \u0412. \u0417\u0410\u0425\u0410\u0420\u041a\u0415\u0412\u0418\u0427, \u0410. \u0412. \u0421\u0415\u041b\u0415\u0417\u041d\u042c\u041e\u0412\u0410, \u0421. \u0413. \u041a\u0423\u041b\u0415\u0428\u041e\u0412\u0410 \u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 E. A. ELNASHAR Kafrelsheikh University, Egypt O. V. ZAKHARKEVICH, A. V. SELEZNEVA, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1769"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1769"}],"version-history":[{"count":3,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1769\/revisions"}],"predecessor-version":[{"id":5859,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1769\/revisions\/5859"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1769"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1769"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1769"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}