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In this step, we employ optimisation-assisted fuzzy [Formula: see text]-means clustering for vector quantisation (VQ) with codebook generation. Considering this as an optimisation issue, a new hybrid optimisation algorithm called Bald Eagle Updated Pelican Optimization with Geometric Mean weightage (BUPOGM) is introduced to solve it. The algorithm is a combination of pelican optimisation and bald eagle optimisation, respectively. Quantised coefficients are finally encoded via the Huffman encoding process, and the compressed image is represented by the resultant bits. The outcome of the proposed work is satisfactory as it performs better than the other state-of-the-art methods. <\/jats:p>","DOI":"10.1142\/s0219649224500503","type":"journal-article","created":{"date-parts":[[2024,7,29]],"date-time":"2024-07-29T13:34:47Z","timestamp":1722260087000},"source":"Crossref","is-referenced-by-count":1,"title":["Intelligent Image Compression Model on the Basis of Wavelet Transform and Optimized Fuzzy C-Means-Based Vector Quantisation"],"prefix":"10.1142","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8352-443X","authenticated-orcid":false,"given":"Pratibha Pramod","family":"Chavan","sequence":"first","affiliation":[{"name":"Trinity College of Engineering and Research, Pune, India"}]},{"given":"Mayank","family":"Singh","sequence":"additional","affiliation":[{"name":"Trinity College of Engineering and Research, Pune, India"}]}],"member":"219","published-online":{"date-parts":[[2024,7,27]]},"reference":[{"key":"S0219649224500503BIB001","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2021.116418"},{"key":"S0219649224500503BIB002","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2021.014803"},{"key":"S0219649224500503BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09732-5"},{"key":"S0219649224500503BIB004","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2019.100183"},{"key":"S0219649224500503BIB005","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2020.3017890"},{"key":"S0219649224500503BIB006","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2960869"},{"key":"S0219649224500503BIB007","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2963956"},{"key":"S0219649224500503BIB009","doi-asserted-by":"publisher","DOI":"10.1007\/s12046-020-01436-9"},{"key":"S0219649224500503BIB010","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2021.116422"},{"key":"S0219649224500503BIB011","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3036752"},{"key":"S0219649224500503BIB013","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2021.103208"},{"key":"S0219649224500503BIB014","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3087208"},{"key":"S0219649224500503BIB015","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2934426"},{"key":"S0219649224500503BIB016","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-022-01026-1"},{"key":"S0219649224500503BIB017","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2020.116119"},{"key":"S0219649224500503BIB018","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxab173"},{"key":"S0219649224500503BIB019","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-018-2508-1"},{"key":"S0219649224500503BIB020","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3033456"},{"key":"S0219649224500503BIB021","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1187\/4\/042107"},{"key":"S0219649224500503BIB022","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2936841"},{"key":"S0219649224500503BIB023","doi-asserted-by":"publisher","DOI":"10.3390\/s22030855"},{"key":"S0219649224500503BIB024","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2963170"},{"key":"S0219649224500503BIB025","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3065244"},{"key":"S0219649224500503BIB026","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2021.103226"},{"key":"S0219649224500503BIB027","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2021.107069"},{"key":"S0219649224500503BIB028","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3043587"},{"key":"S0219649224500503BIB029","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.03.009"},{"key":"S0219649224500503BIB030","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107284"}],"container-title":["Journal of Information &amp; Knowledge Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219649224500503","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T07:37:07Z","timestamp":1750923427000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0219649224500503"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,27]]},"references-count":28,"journal-issue":{"issue":"03","published-print":{"date-parts":[[2025,6]]}},"alternative-id":["10.1142\/S0219649224500503"],"URL":"https:\/\/doi.org\/10.1142\/s0219649224500503","relation":{},"ISSN":["0219-6492","1793-6926"],"issn-type":[{"type":"print","value":"0219-6492"},{"type":"electronic","value":"1793-6926"}],"subject":[],"published":{"date-parts":[[2024,7,27]]},"article-number":"2450050"}}