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Extracting image features to retain the useful information contained in the image as much as possible; In order to facilitate the visual retrieval of image features, reduce the retrieval complexity and further fuse image features, FPCA and ReliefF algorithms are used to reduce the dimensionality of image features, and the active noise control method is used to sharpen the image. After processing the results, a digital media image feature visual retrieval platform is established to realize the visual retrieval of digital media image features. Experimental results show that the proposed method has a high accuracy of over 80% and a high recall rate of 95.2%.<\/jats:p>","DOI":"10.3233\/jcm-226407","type":"journal-article","created":{"date-parts":[[2022,8,23]],"date-time":"2022-08-23T11:36:43Z","timestamp":1661254603000},"page":"2107-2120","source":"Crossref","is-referenced-by-count":1,"title":["Visual retrieval of digital media image features based on active noise control"],"prefix":"10.66113","volume":"22","author":[{"given":"Ying","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaobo","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"6","key":"10.3233\/JCM-226407_ref1","doi-asserted-by":"crossref","first-page":"10351","DOI":"10.3233\/JIFS-191700","article-title":"Single and multiple regions duplication detections in digital images with applications in image forensic","volume":"40","author":"Nawaz","year":"2021","journal-title":"J Intell Fuzzy Syst."},{"issue":"1","key":"10.3233\/JCM-226407_ref2","doi-asserted-by":"crossref","first-page":"39","DOI":"10.18280\/ts.380104","article-title":"Contrast enhancement of digital images using an improved type-II fuzzy set-based algorithm","volume":"38","author":"Al-Ameen","year":"2021","journal-title":"Traitement du Signal."},{"issue":"2","key":"10.3233\/JCM-226407_ref3","doi-asserted-by":"crossref","first-page":"217","DOI":"10.18280\/ts.370207","article-title":"A multi-class SVM based content based image retrieval system using hybrid optimization techniques","volume":"37","author":"Kishore","year":"2020","journal-title":"Traitement du Signal."},{"issue":"12","key":"10.3233\/JCM-226407_ref4","first-page":"1","article-title":"Local bit-plane decoded convolutional neural network features for biomedical image retrieval","volume":"32","author":"Dubey","year":"2020","journal-title":"Neural Comput Appl."},{"issue":"11","key":"10.3233\/JCM-226407_ref5","doi-asserted-by":"crossref","first-page":"1925","DOI":"10.1109\/TLA.2020.9398634","article-title":"Image retrieval system based on a binary auto-encoder and a convolutional neural network","volume":"18","author":"Andres","year":"2020","journal-title":"IEEE Latin Am Trans."},{"issue":"4","key":"10.3233\/JCM-226407_ref6","first-page":"740","article-title":"Accurate retrieval of multi-scale clothing images based on multi-feature fusion","volume":"43","author":"Wang","year":"2020","journal-title":"Chin J Comput."},{"issue":"2","key":"10.3233\/JCM-226407_ref7","first-page":"128","article-title":"Joint weighting aggregation of deep convolutional features for image retrieval","volume":"53","author":"Shi","year":"2019","journal-title":"J Xi\u2019an Jiaotong Univ."},{"issue":"8","key":"10.3233\/JCM-226407_ref8","first-page":"2284","article-title":"Hashing image retrieval based on bilinear iterative quantization","volume":"37","author":"Cui","year":"2020","journal-title":"Appl Res Comput."},{"issue":"3","key":"10.3233\/JCM-226407_ref9","first-page":"1","article-title":"Edge detection of agricultural products based on morphologically improved canny algorithm","author":"Yu","year":"2021","journal-title":"Math Problems Eng."},{"issue":"10","key":"10.3233\/JCM-226407_ref10","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/j.cogsys.2018.09.030","article-title":"Neutrosophic data formation using Gaussian filter based Costas coding for wireless communication systems","volume":"57","author":"Ajith","year":"2019","journal-title":"Cognit Syst Res."},{"issue":"16","key":"10.3233\/JCM-226407_ref11","doi-asserted-by":"crossref","first-page":"10343","DOI":"10.1021\/acs.analchem.9b01872","article-title":"What color is your method? 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