{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T20:09:38Z","timestamp":1780776578861,"version":"3.54.1"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2021,6,14]],"date-time":"2021-06-14T00:00:00Z","timestamp":1623628800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,6,14]],"date-time":"2021-06-14T00:00:00Z","timestamp":1623628800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2022,2]]},"DOI":"10.1007\/s00530-021-00762-0","type":"journal-article","created":{"date-parts":[[2021,6,14]],"date-time":"2021-06-14T06:02:26Z","timestamp":1623650546000},"page":"171-182","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Lossy image compression based on efficient multiplier-less 8-points DCT"],"prefix":"10.1007","volume":"28","author":[{"given":"Nabila","family":"Brahimi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Toufik","family":"Bouden","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tahar","family":"Brahimi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Larbi","family":"Boubchir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,6,14]]},"reference":[{"key":"762_CR1","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/T-C.1974.223784","volume":"100","author":"N Ahmed","year":"1974","unstructured":"Ahmed, N., Natarajan, T., Rao, K.R.: Discrete cosine transform. IEEE Trans. Comput. 100, 90\u201393 (1974)","journal-title":"IEEE Trans. Comput."},{"key":"762_CR2","volume-title":"Discrete cosine and sine transforms: general properties, fast algorithms and integer approximations","author":"V Britanak","year":"2010","unstructured":"Britanak, V., Yip, P.C., Rao, K.R.: Discrete cosine and sine transforms: general properties, fast algorithms and integer approximations. Elsevier, Amsterdam (2010)"},{"key":"762_CR3","doi-asserted-by":"publisher","first-page":"xviii","DOI":"10.1109\/30.125072","volume":"38","author":"GK Wallace","year":"1992","unstructured":"Wallace, G.K.: The JPEG still picture compression standard. IEEE Trans. Consum. Electron. 38, xviii\u2013xxxiv (1992)","journal-title":"IEEE Trans. Consum. Electron."},{"key":"762_CR4","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/s11554-007-0058-5","volume":"3","author":"KM Hosny","year":"2008","unstructured":"Hosny, K.M.: Fast computation of accurate Zernike moments. J. Real-Time Image Process. 3, 97\u2013107 (2008)","journal-title":"J. Real-Time Image Process."},{"key":"762_CR5","unstructured":"ITU: ITU-T Home\u202f: Study groups\u202f: ITU-T Recommendations\u202f: ITU-T H.265 (04\/2013). Retrieved 2013-04-16. 265 (2013)"},{"key":"762_CR6","unstructured":"Mentzer, F., Toderici, G., Tschannen, M., Agustsson, E.: High-fidelity generative image compression. Adv. Neural Inf. Process. Syst. (2020)"},{"key":"762_CR7","doi-asserted-by":"publisher","first-page":"530","DOI":"10.1109\/LSP.2020.2982561","volume":"27","author":"Y-J Yeo","year":"2020","unstructured":"Yeo, Y.-J., Shin, Y.-G., Sagong, M.-C., Kim, S.-W., Ko, S.-J.: Simple yet effective way for improving the performance of lossy image compression. IEEE Signal Process. Lett. 27, 530\u2013534 (2020)","journal-title":"IEEE Signal Process. Lett."},{"key":"762_CR8","doi-asserted-by":"crossref","unstructured":"Taylor, C.N., Panigrahi, D., Dey, S.: Design of an adaptive architecture for energy efficient wireless image communication. In: International Workshop on Embedded Computer Systems, pp. 260\u2013273. Springer (2001)","DOI":"10.1007\/3-540-45874-3_15"},{"key":"762_CR9","first-page":"1095","volume":"71","author":"Y Arai","year":"1988","unstructured":"Arai, Y., Agui, T., Nakajima, M.: A fast DCT-SQ scheme for images. IEICE Trans. 71, 1095\u20131097 (1988)","journal-title":"IEICE Trans."},{"key":"762_CR10","unstructured":"Loeffler, C., Ligtenberg, A., Moschytz, G.S.: Practical fast 1-D DCT algorithms with 11 multiplications. In: International Conference on Acoustics, Speech, and Signal Processing, pp. 988\u2013991. IEEE (1989)"},{"key":"762_CR11","first-page":"1243","volume":"32","author":"B Lee","year":"1984","unstructured":"Lee, B.: A new algorithm to compute the discrete cosine transform. IEEE Trans. Acoust. 32, 1243\u20131245 (1984)","journal-title":"IEEE Trans. Acoust."},{"key":"762_CR12","unstructured":"Yuan, W., Hao, P., Xu, C.: Matrix factorization for fast DCT algorithms. In: 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. III\u2013III. IEEE (2006)"},{"key":"762_CR13","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1109\/TCSII.2007.898891","volume":"54","author":"KA Wahid","year":"2007","unstructured":"Wahid, K.A., Dimitrov, V.S., Jullien, G.A.: On the error-free realization of a scaled DCT algorithm and its VLSI implementation. IEEE Trans. Circuits Syst II Express Briefs. 54, 700\u2013704 (2007)","journal-title":"IEEE Trans. Circuits Syst II Express Briefs."},{"key":"762_CR14","doi-asserted-by":"publisher","first-page":"2309","DOI":"10.1016\/S0165-1684(01)00106-2","volume":"81","author":"TI Haweel","year":"2001","unstructured":"Haweel, T.I.: A new square wave transform based on the DCT. Signal Process. 81, 2309\u20132319 (2001)","journal-title":"Signal Process."},{"key":"762_CR15","doi-asserted-by":"publisher","first-page":"7615","DOI":"10.1007\/s11042-019-08325-2","volume":"79","author":"N Brahimi","year":"2020","unstructured":"Brahimi, N., Bouden, T., Brahimi, T.L.B.: A novel andd efficient 8-point DCT approximation for image compression. Multimed. Tools Appl. 79, 7615\u20137631 (2020)","journal-title":"Multimed. Tools Appl."},{"key":"762_CR16","doi-asserted-by":"crossref","unstructured":"Bouguezel, S., Ahmad, M.O., Swamy, M.N.S.: A multiplication-free transform for image compression. In: 2008 2nd International Conference on Signals, Circuits and Systems, pp. 1\u20134. IEEE (2008)","DOI":"10.1109\/ICSCS.2008.4746898"},{"key":"762_CR17","doi-asserted-by":"crossref","unstructured":"Bouguezel, S., Ahmad, M.O., Swamy, M.N.S.: A fast 8 \u00d7 8 transform for image compression. In: 2009 International Conference on Microelectronics-ICM, pp. 74\u201377. IEEE (2009)","DOI":"10.1109\/ICM.2009.5418584"},{"key":"762_CR18","doi-asserted-by":"crossref","unstructured":"Bouguezel, S., Ahmad, M.O., Swamy, M.N.S.: A low-complexity parametric transform for image compression. In: 2011 IEEE International Symposium of Circuits and Systems (ISCAS), pp. 2145\u20132148. IEEE (2011)","DOI":"10.1109\/ISCAS.2011.5938023"},{"key":"762_CR19","doi-asserted-by":"crossref","unstructured":"Bouguezel, S., Ahmad, M.O., Swamy, M.N.S.: A novel transform for image compression. In: 2010 53rd IEEE International Midwest Symposium on Circuits and Systems, pp. 509\u2013512. IEEE (2010)","DOI":"10.1109\/MWSCAS.2010.5548745"},{"key":"762_CR20","doi-asserted-by":"publisher","first-page":"989","DOI":"10.1109\/TCSI.2012.2224751","volume":"60","author":"S Bouguezel","year":"2012","unstructured":"Bouguezel, S., Ahmad, M.O., Swamy, M.N.S.: Binary discrete cosine and Hartley transforms. IEEE Trans. Circuits Syst. I Regul. Pap. 60, 989\u20131002 (2012)","journal-title":"IEEE Trans. Circuits Syst. I Regul. Pap."},{"key":"762_CR21","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/j.sigpro.2013.12.027","volume":"99","author":"RJ Cintra","year":"2014","unstructured":"Cintra, R.J., Bayer, F.M., Tablada, C.J.: Low-complexity 8-point DCT approximations based on integer functions. Signal Process. 99, 201\u2013214 (2014)","journal-title":"Signal Process."},{"key":"762_CR22","doi-asserted-by":"publisher","first-page":"1727","DOI":"10.1109\/TCSI.2013.2295022","volume":"61","author":"US Potluri","year":"2014","unstructured":"Potluri, U.S., Madanayake, A., Cintra, R.J., Bayer, F.M., Kulasekera, S., Edirisuriya, A.: Improved 8-point approximate DCT for image and video compression requiring only 14 additions. IEEE Trans. Circuits Syst. I Regul. Pap. 61, 1727\u20131740 (2014)","journal-title":"IEEE Trans. Circuits Syst. I Regul. Pap."},{"key":"762_CR23","first-page":"6185","volume":"4","author":"P Tamboli","year":"2015","unstructured":"Tamboli, P., Shinde, A.: A low complexity 8 \u00d7 8 DCT transform for image compression. Int. J. Adv. Res. Electr. Electron. Instrum. Eng. 4, 6185\u20136190 (2015)","journal-title":"Int. J. Adv. Res. Electr. Electron. Instrum. Eng."},{"key":"762_CR24","doi-asserted-by":"publisher","first-page":"919","DOI":"10.1049\/el.2012.1148","volume":"48","author":"FM Bayer","year":"2012","unstructured":"Bayer, F.M., Cintra, R.J.: DCT-like transform for image compression requires 14 additions only. Electron. Lett. 48, 919\u2013921 (2012)","journal-title":"Electron. Lett."},{"key":"762_CR25","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1007\/s11554-015-0492-8","volume":"12","author":"VA Coutinho","year":"2016","unstructured":"Coutinho, V.A., Cintra, R.J., Bayer, F.M., Kulasekera, S., Madanayake, A.: A multiplierless pruned DCT-like transformation for image and video compression that requires ten additions only. J. Real-Time Image Process. 12, 247\u2013255 (2016)","journal-title":"J. Real-Time Image Process."},{"key":"762_CR26","first-page":"1","volume":"17","author":"C Araar","year":"2019","unstructured":"Araar, C., Ghanemi, S., Benmohammed, M., Atoui, H.: Pruned improved eight-point approximate DCT for image encoding in visual sensor networks requiring only ten additions. J. Real-Time Image Process. 17, 1\u201312 (2019)","journal-title":"J. Real-Time Image Process."},{"key":"762_CR27","doi-asserted-by":"publisher","first-page":"1363","DOI":"10.1007\/s11045-018-0601-5","volume":"30","author":"RS Oliveira","year":"2019","unstructured":"Oliveira, R.S., Cintra, R.J., Bayer, F.M., da Silveira, T.L.T., Madanayake, A., Leite, A.: Low-complexity 8-point DCT approximation based on angle similarity for image and video coding. Multidimens. Syst. Signal Process. 30, 1363\u20131394 (2019)","journal-title":"Multidimens. Syst. Signal Process."},{"key":"762_CR28","doi-asserted-by":"crossref","unstructured":"Blahut, R.E.: Fast algorithms for signal processing. Cambridge University Press (2010)","DOI":"10.1017\/CBO9780511760921"},{"key":"762_CR29","doi-asserted-by":"publisher","first-page":"2959","DOI":"10.1109\/26.477498","volume":"43","author":"AM Eskicioglu","year":"1995","unstructured":"Eskicioglu, A.M., Fisher, P.S.: Image quality measures and their performance. IEEE Trans. Commun. 43, 2959\u20132965 (1995). https:\/\/doi.org\/10.1109\/26.477498","journal-title":"IEEE Trans. Commun."},{"key":"762_CR30","unstructured":"Grgic, S., Mrak, M., Grgic, M.: Comparison of jpeg image coders. In: Proceedings of the 3rd International Symposium on Video Processing and Multimedia Communications, pp. 79\u201385 (2001)"},{"key":"762_CR31","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1016\/j.jvcir.2016.07.003","volume":"40","author":"RT Haweel","year":"2016","unstructured":"Haweel, R.T., El-Kilani, W.S., Ramadan, H.H.: Fast approximate DCT with GPU implementation for image compression. J. Vis. Commun. Image Represent. 40, 357\u2013365 (2016)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"762_CR32","doi-asserted-by":"publisher","first-page":"8539","DOI":"10.1007\/s11042-018-5960-2","volume":"79","author":"R Ezhilarasi","year":"2018","unstructured":"Ezhilarasi, R., Venkatalakshmi, K., Khanth, B.P.: Enhanced approximate discrete cosine transforms for image compression and multimedia applications. Multimed. Tools Appl. 79, 8539\u20138552 (2018)","journal-title":"Multimed. Tools Appl."},{"key":"762_CR33","doi-asserted-by":"publisher","first-page":"107685","DOI":"10.1016\/j.sigpro.2020.107685","volume":"176","author":"DR Canterle","year":"2020","unstructured":"Canterle, D.R., da Silveira, T.L.T., Bayer, F.M., Cintra, R.J.: A Multiparametric Class of Low-complexity Transforms for Image and Video Coding. Signal Process. 176, 107685 (2020)","journal-title":"Signal Process."},{"key":"762_CR34","unstructured":"Image Databases. http:\/\/www.imageprocessingplace.com\/root_files_V3\/image_databases.htm"},{"key":"762_CR35","unstructured":"CVG - UGR - Image database. http:\/\/decsai.ugr.es\/cvg\/dbimagenes\/g512.php"},{"key":"762_CR36","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13, 600\u2013612 (2004)","journal-title":"IEEE Trans. Image Process."},{"key":"762_CR37","doi-asserted-by":"publisher","first-page":"950","DOI":"10.1109\/TNN.2003.813842","volume":"14","author":"J Robinson","year":"2003","unstructured":"Robinson, J., Kecman, V.: Combining support vector machine learning with the discrete cosine transform in image compression. IEEE Trans. Neural Networks. 14, 950\u2013958 (2003)","journal-title":"IEEE Trans. Neural Networks."},{"key":"762_CR38","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1006\/jvci.1997.0323","volume":"8","author":"G Mandyam","year":"1997","unstructured":"Mandyam, G., Ahmed, N., Magotra, N.: Lossless image compression using the discrete cosine transform. J. Vis. Commun. Image Represent. 8, 21\u201326 (1997)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"762_CR39","doi-asserted-by":"publisher","first-page":"1249","DOI":"10.1049\/el:20082239","volume":"44","author":"S Bouguezel","year":"2008","unstructured":"Bouguezel, S., Ahmad, M.O., Swamy, M.N.S.: Low-complexity 8 \u00d7 8 transform for image compression. Electron. Lett. 44, 1249\u20131250 (2008)","journal-title":"Electron. Lett."},{"key":"762_CR40","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/978-3-319-61316-1_2","volume-title":"Biologically rationalized computing techniques for image processing applications","author":"AD Andrushia","year":"2018","unstructured":"Andrushia, A.D., Thangarjan, R.: Saliency-based image compression using Walsh\u2013Hadamard transform (WHT). In: Biologically rationalized computing techniques for image processing applications, pp. 21\u201342. Springer, Berlin (2018)"},{"key":"762_CR41","doi-asserted-by":"publisher","first-page":"1066","DOI":"10.1109\/TCSVT.2016.2515378","volume":"27","author":"PAM Oliveira","year":"2016","unstructured":"Oliveira, P.A.M., Cintra, R.J., Bayer, F.M., Kulasekera, S., Madanayake, A.: Low-complexity image and video coding based on an approximate discrete Tchebichef transform. IEEE Trans. Circuits Syst. Video Technol. 27, 1066\u20131076 (2016)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"762_CR42","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1016\/j.compeleceng.2018.11.010","volume":"73","author":"N Kouadria","year":"2019","unstructured":"Kouadria, N., Mechouek, K., Harize, S., Doghmane, N.: Region-of-interest based image compression using the discrete Tchebichef transform in wireless visual sensor networks. Comput. Electr. Eng. 73, 194\u2013208 (2019)","journal-title":"Comput. Electr. Eng."},{"key":"762_CR43","doi-asserted-by":"publisher","first-page":"1666","DOI":"10.1109\/TASSP.1986.1164972","volume":"34","author":"M Lee","year":"1986","unstructured":"Lee, M., Kaveh, M.: Fast Hadamard transform based on a simple matrix factorization. IEEE Trans. Acoust. 34, 1666\u20131667 (1986)","journal-title":"IEEE Trans. Acoust."},{"key":"762_CR44","doi-asserted-by":"publisher","first-page":"1137","DOI":"10.1109\/LSP.2015.2389899","volume":"22","author":"PAM Oliveira","year":"2015","unstructured":"Oliveira, P.A.M., Cintra, R.J., Bayer, F.M., Kulasekera, S., Madanayake, A.: A discrete Tchebichef transform approximation for image and video coding. IEEE Signal Process. Lett. 22, 1137\u20131141 (2015)","journal-title":"IEEE Signal Process. Lett."},{"key":"762_CR45","doi-asserted-by":"crossref","unstructured":"Yan, C., Gong, B., Wei, Y., Gao, Y.: Deep multi-view enhancement hashing for image retrieval. IEEE Trans. Pattern Anal. Mach. Intell. (2020)","DOI":"10.1109\/TPAMI.2020.2975798"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-021-00762-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00530-021-00762-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-021-00762-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,28]],"date-time":"2022-01-28T06:11:44Z","timestamp":1643350304000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00530-021-00762-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,14]]},"references-count":45,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,2]]}},"alternative-id":["762"],"URL":"https:\/\/doi.org\/10.1007\/s00530-021-00762-0","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6,14]]},"assertion":[{"value":"18 October 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 February 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 June 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}