{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:43:10Z","timestamp":1777704190228,"version":"3.51.4"},"reference-count":23,"publisher":"SAGE Publications","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2021,4,12]]},"abstract":"<jats:p>Image segmentation is very important for various fields. With the development of computer technology, computer technology has become more and more effective for image segmentation, and it is studied on the basis of partial differential equations. The curve representation method in plane differential geometry is expounded, with the SegNet-v2 segmentation model analyzed and tested in medical image segmentation. The test results show that the partial differential equation image segmentation algorithm can achieve more accurate segmentation, especially in medical image segmentation, which can achieve good results, and it is worth in practice to further promote.<\/jats:p>","DOI":"10.3233\/jifs-189434","type":"journal-article","created":{"date-parts":[[2020,10,27]],"date-time":"2020-10-27T15:19:43Z","timestamp":1603811983000},"page":"5945-5952","source":"Crossref","is-referenced-by-count":6,"title":["Image segmentation algorithm based on partial differential equation"],"prefix":"10.1177","volume":"40","author":[{"given":"Di","family":"Cui","sequence":"first","affiliation":[{"name":"School of Electronic and Information Engineering, Ningbo University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"2","key":"10.3233\/JIFS-189434_ref1","first-page":"15","article-title":"Research of Image Segmentation Algorithm Based on Chaos Particle Swarm and Fuzzy Clustering[J]","volume":"1","author":"Wang","year":"2016","journal-title":"Journal of Liaoning Shihua University"},{"issue":"1","key":"10.3233\/JIFS-189434_ref2","first-page":"3007","article-title":"The research of image segmentation algorithms based on Vilenkin-Crestensen functions[J]","volume":"6","author":"Kostrov","year":"2016","journal-title":"Journal of Liaoning Shihua University"},{"issue":"1\/2","key":"10.3233\/JIFS-189434_ref3","first-page":"49","article-title":"An improved floc image segmentation algorithm based on particle swarm optimization and entropic[J]","volume":"15","author":"Xie","year":"2017","journal-title":"Journal of Computational Information Systems"},{"issue":"2","key":"10.3233\/JIFS-189434_ref4","first-page":"33","article-title":"Research of Hand Gesture Segmentation Algorithm Based on the Stereo Vision System[J]","volume":"4","author":"Fang","year":"2016","journal-title":"Journal of Sichuan University of Science & Engineering"},{"issue":"9","key":"10.3233\/JIFS-189434_ref5","first-page":"78","article-title":"An image segmentation algorithm based on K-means algorithm and otsu[J]","volume":"55","author":"Ren","year":"2017","journal-title":"Boletin Tecnico\/technical Bulletin"},{"issue":"3","key":"10.3233\/JIFS-189434_ref6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3233\/JCM-170731","article-title":"Research of color image segmentation algorithm based on asymmetric kernel density estimation[J]","volume":"17","author":"Tang","year":"2017","journal-title":"Journal of Computational Methods in Sciences & Engineering"},{"issue":"6","key":"10.3233\/JIFS-189434_ref7","first-page":"15","article-title":"Image Recognition of Tender Leaves Based on Improved Watershed Algorithm in Tea[J]","volume":"4","author":"Huang","year":"2018","journal-title":"Guizhou Agricultural Sciences"},{"issue":"1","key":"10.3233\/JIFS-189434_ref8","first-page":"66","article-title":"Crimp Terminals Sectional Contour Extraction Based on Partial Differential Equation and Canny Operator[J]","volume":"8","author":"Hou","year":"2017","journal-title":"Journal of Shanxi University"},{"issue":"4","key":"10.3233\/JIFS-189434_ref9","doi-asserted-by":"crossref","first-page":"296","DOI":"10.3390\/rs8040296","article-title":"A Spectral-Spatial Classification of Hyperspectral Images Based on the Algebraic Multigrid Method and Hierarchical Segmentation Algorithm[J]","volume":"8","author":"Song","year":"2016","journal-title":"Remote Sensing"},{"issue":"5","key":"10.3233\/JIFS-189434_ref10","first-page":"447","article-title":"Image Segmentation Based On an Active Contour Model of Partial Image Restoration with Local Cosine Fitting Energy[J]","volume":"8","author":"Miao","year":"2018","journal-title":"Information Sciences"},{"issue":"21","key":"10.3233\/JIFS-189434_ref11","first-page":"188","article-title":"Image segmentation algorithm based on hyperpixel and Bayesian combination [J]","volume":"54","author":"Shi","year":"2018","journal-title":"Computer Engineering and Applications"},{"issue":"004","key":"10.3233\/JIFS-189434_ref12","first-page":"44","article-title":"Wood defect image segmentation algorithm based on fractional order CV model [J]","volume":"046","author":"Yuzhu","year":"2018","journal-title":"Forestry Machinery and Woodworking Equipment"},{"issue":"003","key":"10.3233\/JIFS-189434_ref13","first-page":"604","article-title":"Image segmentation algorithm of temperature indicating paint based on FCM clustering [J]","volume":"33","author":"Zhan","year":"2018","journal-title":"Journal of Aeronautical Dynamics"},{"issue":"001","key":"10.3233\/JIFS-189434_ref14","first-page":"159","article-title":"Image segmentation algorithm based on FCM clustering [J]","volume":"39","author":"Xuegang","year":"2018","journal-title":"Computer Engineering and Design"},{"issue":"06","key":"10.3233\/JIFS-189434_ref15","first-page":"108","article-title":"Image segmentation algorithm based on 2D histogram in polar coordinates [J]","volume":"327","author":"Jun","year":"2018","journal-title":"Journal of Tianjin University (Natural Science and Engineering Technology Edition)"},{"issue":"001","key":"10.3233\/JIFS-189434_ref16","first-page":"60","article-title":"Two dimensional Otsu image segmentation algorithm based on improved FA optimization [J]","volume":"035","author":"Junhui","year":"2018","journal-title":"Journal of Xinjiang University (NATURAL SCIENCE EDITION)"},{"issue":"001","key":"10.3233\/JIFS-189434_ref17","first-page":"42","article-title":"Leaf image segmentation algorithm based on deep learning [J]","volume":"035","author":"Zhuo","year":"2019","journal-title":"Forest Engineering"},{"issue":"01","key":"10.3233\/JIFS-189434_ref18","first-page":"49","article-title":"Extraction of fine leaf crop coverage based on improved k-means image segmentation algorithm [J]","volume":"50","author":"Huanli","year":"2019","journal-title":"Acta Agricultural Machinery"},{"issue":"11","key":"10.3233\/JIFS-189434_ref20","first-page":"941","article-title":"Application of CT image segmentation algorithm based on deep learning for accurate calculation of lesion volume of spontaneous cerebral hemorrhage [J]","volume":"53","author":"Jiwen","year":"2019","journal-title":"Chinese Journal of Radiology"},{"issue":"011","key":"10.3233\/JIFS-189434_ref22","first-page":"941","article-title":"Application of CT image segmentation algorithm based on deep learning for accurate calculation of lesion volume of spontaneous cerebral hemorrhage [J]","volume":"053","author":"Jiwen","year":"2019","journal-title":"Chinese Journal of Radiology"},{"issue":"06","key":"10.3233\/JIFS-189434_ref23","first-page":"37","article-title":"Right ventricular image segmentation algorithm based on OMP and K-SVD [J]","volume":"27","author":"Ying","year":"2019","journal-title":"Electronic Design Engineering"},{"issue":"1","key":"10.3233\/JIFS-189434_ref25","first-page":"50","article-title":"Image segmentation algorithm based on convolutional neural network [J]","volume":"2020","author":"Xuan","journal-title":"Journal of Shenyang University of Aeronautics and Astronautics"},{"issue":"001","key":"10.3233\/JIFS-189434_ref26","doi-asserted-by":"crossref","first-page":"25","DOI":"10.12677\/AIRR.2018.71003","article-title":"Research on underwater image segmentation algorithm based on improved adaptive gacv [J]","volume":"007","author":"Lei","year":"2018","journal-title":"Artificial Intelligence and Robot Research"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-189434","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:40:40Z","timestamp":1777455640000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-189434"}},"subtitle":[],"editor":[{"given":"Suresh Chandra","family":"Satapathy","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Rashmi","family":"Agrawal","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Vicente","family":"Garc\u00eda D\u00edaz","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,4,12]]},"references-count":23,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.3233\/jifs-189434","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4,12]]}}}