{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T14:27:08Z","timestamp":1760711228221},"reference-count":63,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2023,9,5]],"date-time":"2023-09-05T00:00:00Z","timestamp":1693872000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,9,5]],"date-time":"2023-09-05T00:00:00Z","timestamp":1693872000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s00530-023-01163-1","type":"journal-article","created":{"date-parts":[[2023,9,5]],"date-time":"2023-09-05T05:01:26Z","timestamp":1693890086000},"page":"3903-3930","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Variable bit allocation method based on meta-heuristic algorithms for facial image compression"],"prefix":"10.1007","volume":"29","author":[{"given":"Reza","family":"Khodadadi","sequence":"first","affiliation":[]},{"given":"Gholamreza","family":"Ardeshir","sequence":"additional","affiliation":[]},{"given":"Hadi","family":"Grailu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,9,5]]},"reference":[{"key":"1163_CR1","unstructured":"Chien-Hsiung, L., Kuo-Liang, C., Jian-Ping, F.: Adjusted 4:2:2 chroma subsampling strategy for compressing mosaic videos with arbitrary RGB color filter arrays in HEVC. In: APSIPA. 2014."},{"key":"1163_CR2","volume":"1","author":"RB Mohammed","year":"2021","unstructured":"Mohammed, R.B., van Silfhout, R.: High bandwidth data and image transmission using a scalable link model with integrated real-time data compression. Adv. Electr. Eng. Electron. Energy 1, 100017 (2021)","journal-title":"Adv. Electr. Eng. Electron. Energy"},{"key":"1163_CR3","first-page":"9475142","volume":"2018","author":"K Joshi","year":"2018","unstructured":"Joshi, K., Gill, S., Yadav, R.: A new method of image steganography using 7th bit of a pixel as indicator by introducing the successive temporary pixel in the gray scale image. J. Comput. Netw. Commun. 2018, 9475142 (2018)","journal-title":"J. Comput. Netw. Commun."},{"key":"1163_CR4","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1016\/j.procs.2020.03.218","volume":"167","author":"P Chaudharya","year":"2020","unstructured":"Chaudharya, P., Guptab, R., Singh, A.: Joint image compression and encryption using a novel column-wise scanning and optimization algorithm. Proc. Comput. Sci. 167, 244\u2013253 (2020)","journal-title":"Proc. Comput. Sci."},{"key":"1163_CR5","unstructured":"Lakshmi Praba, V., Anitha, S.: Removing coding and inter pixel redundancy in high intensity part of image. J. Emerg. Technol. Meta-heuristic Res. (JETIR) 6(2) (2019)"},{"issue":"2","key":"1163_CR6","doi-asserted-by":"publisher","first-page":"225","DOI":"10.25046\/aj050229","volume":"5","author":"A Bajit","year":"2020","unstructured":"Bajit, A., Nahid, M., Tamtaoui, A., Benbrahim, M.: A psychovisual optimization of wavelet foveation-based image coding and quality assessment based on human quality criterions. Adv. Sci. Technol. Eng. Syst. J. 5(2), 225\u2013234 (2020)","journal-title":"Adv. Sci. Technol. Eng. Syst. J."},{"issue":"3","key":"1163_CR7","first-page":"251","volume":"6","author":"HR Moshtaghi","year":"2019","unstructured":"Moshtaghi, H.R., Eshlaghy, A.T., Motadel, M.R.: A comprehensive review on meta-heuristic algorithms and their classification with novel approach. J. Appl. Res. Ind. Eng. 6(3), 251\u2013267 (2019)","journal-title":"J. Appl. Res. Ind. Eng."},{"issue":"1","key":"1163_CR8","first-page":"301","volume":"11","author":"A Rikhtegara","year":"2020","unstructured":"Rikhtegara, A., Pooyanb, M., Manzuric, M.T.: Comparing performance of metaheuristic algorithms for. Int. J. Nonlinear Anal. Appl. 11(1), 301\u2013319 (2020)","journal-title":"Int. J. Nonlinear Anal. Appl."},{"issue":"1","key":"1163_CR9","first-page":"95","volume":"21","author":"ME Emara","year":"2017","unstructured":"Emara, M.E., Abdel-Kader, R.F., Yasein, M.S.: Image compression using advanced optimization algorithms. J. Commun. 21(1), 95\u2013108 (2017)","journal-title":"J. Commun."},{"key":"1163_CR10","doi-asserted-by":"crossref","unstructured":"Jino Ramson, S.R., Lova Raju, K., Vishnu, S., Anagnostopoulos, T.: Nature inspired optimization techniques for image processing\u2014a short review. Springer International Publishing (2019)","DOI":"10.1007\/978-3-319-96002-9_5"},{"key":"1163_CR11","unstructured":"Omari, M., Yaichi, S.: Image Compression Based on Genetic Algorithm Optimization"},{"key":"1163_CR12","doi-asserted-by":"publisher","DOI":"10.1080\/09540091.2020.1806206","author":"S Xu","year":"2020","unstructured":"Xu, S., Chang, C.-C., Liu, Y.: A novel image compression technology based on vector quantisation and linear regression prediction. Connect. Sci. (2020). https:\/\/doi.org\/10.1080\/09540091.2020.1806206","journal-title":"Connect. Sci."},{"issue":"1","key":"1163_CR13","doi-asserted-by":"publisher","first-page":"38","DOI":"10.29304\/jqcm.2020.12.1.674","volume":"12","author":"SS Al-Bundi","year":"2020","unstructured":"Al-Bundi, S.S., Abd, M.S.: A review on fractal image compression using optimization techniques. J. Al-Qadisiyah Comput. Sci. Math. 12(1), 38\u201348 (2020)","journal-title":"J. Al-Qadisiyah Comput. Sci. Math."},{"key":"1163_CR14","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.advengsoft.2013.12.007","volume":"69","author":"S Mirjalili","year":"2014","unstructured":"Mirjalili, S., Mirjalili, S.M., Lewis, A.: Grey wolf optimizer. Adv. Eng. Softw. 69, 46\u201361 (2014)","journal-title":"Adv. Eng. Softw."},{"key":"1163_CR15","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.advengsoft.2016.01.008","volume":"95","author":"S Mirjalili","year":"2016","unstructured":"Mirjalili, S., Lewis, A.: The whale optimization algorithm. Adv. Eng. Soft. 95, 51\u201367 (2016)","journal-title":"Adv. Eng. Soft."},{"key":"1163_CR16","doi-asserted-by":"crossref","unstructured":"Oloyede, M., Hancke, G., Myburgh, H., Onumanyi, A.: A new evaluation function for face image enhancement in unconstrained environments using metaheuristic algorithms. EURASIP J. Image Video Process. (2019)","DOI":"10.1186\/s13640-019-0418-7"},{"issue":"1","key":"1163_CR17","doi-asserted-by":"publisher","first-page":"1059","DOI":"10.2991\/ijcis.d.200729.001","volume":"13","author":"E Cuevas","year":"2020","unstructured":"Cuevas, E., Trujillo, A., Navarro, M.A., Diaz, P.: Comparison of recent metaheuristic algorithms for shape detection in images. Int. J. Comput. Intell. Syst. 13(1), 1059\u20131071 (2020)","journal-title":"Int. J. Comput. Intell. Syst."},{"key":"1163_CR18","doi-asserted-by":"crossref","unstructured":"Sheraj, M., Chopra, A.: Data compression algorithm for audio and image using feature extraction. In: 2020 4th international conference on computer, communication and signal processing (ICCCSP)","DOI":"10.1109\/ICCCSP49186.2020.9315248"},{"key":"1163_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-26462-2","volume-title":"Applications of Evolutionary Computation in Image Processing and Pattern Recognition","author":"E Cuevas","year":"2016","unstructured":"Cuevas, E., Zald\u00edvar, D., Perez-Cisneros, M.: Applications of Evolutionary Computation in Image Processing and Pattern Recognition. Springer International Publishing, Cham (2016)"},{"issue":"1","key":"1163_CR20","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12508","volume":"38","author":"K Geetha","year":"2021","unstructured":"Geetha, K., Anitha, V., Elhoseny, M., Kathiresan, S., Shamsolmoali, P., Selim, M.M.: An evolutionary lion optimization algorithm-based image compression technique for biomedical applications. Expert Syst. 38(1), e12508 (2021)","journal-title":"Expert Syst."},{"key":"1163_CR21","doi-asserted-by":"crossref","unstructured":"Bian, N., Liang, F., Fu, H., Lei, B.: A deep image compression framework for face recognition nding the optimum structure of CNN for face recognition (2019)","DOI":"10.1109\/CCHI.2019.8901914"},{"key":"1163_CR22","doi-asserted-by":"publisher","first-page":"2912","DOI":"10.3390\/math10162912","volume":"10","author":"ESM El-Kenawy","year":"2022","unstructured":"El-Kenawy, E.S.M., Mirjalili, S., Abdelhamid, A.A., Ibrahim, A., Khodadadi, N., Eid, M.M.: Meta-heuristic optimization and keystroke dynamics for authentication of smartphone users. Mathematics 10, 2912 (2022). https:\/\/doi.org\/10.3390\/math10162912","journal-title":"Mathematics"},{"issue":"1","key":"1163_CR23","first-page":"75","volume":"6","author":"CV Reddy","year":"2015","unstructured":"Reddy, C.V., Siddaiah, P.: Hybrid LWT-SVD watermarking optimized using metaheuristic algorithms along with encryption for medical image security. Signal Image Process. 6(1), 75 (2015)","journal-title":"Signal Image Process."},{"key":"1163_CR24","doi-asserted-by":"publisher","first-page":"2354","DOI":"10.3390\/electronics10192354","volume":"10","author":"MK Hasan","year":"2021","unstructured":"Hasan, M.K., Ahsan, M.S., Al-Mamun, A., Newaz, S.H.S., Lee, G.M.: Human face detection techniques: a comprehensive review and future research directions. Electronics 10, 2354 (2021). https:\/\/doi.org\/10.3390\/electronics10192354","journal-title":"Electronics"},{"issue":"9","key":"1163_CR25","doi-asserted-by":"publisher","first-page":"2379","DOI":"10.1109\/TIP.2007.903259","volume":"16","author":"M Elad","year":"2007","unstructured":"Elad, M., Goldenberg, R., Kimmel, R.: Low bit-rate compression of facial images. IEEE Trans. Image Process. 16(9), 2379\u20132383 (2007)","journal-title":"IEEE Trans. Image Process."},{"key":"1163_CR26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2021.101352","volume":"51","author":"N Soni","year":"2021","unstructured":"Soni, N., Sharma, E.K., Kapoor, A.: Hybrid meta-heuristic algorithm based deep neural network for face recognition. J. Comput. Sci. 51, 101352 (2021)","journal-title":"J. Comput. Sci."},{"key":"1163_CR27","doi-asserted-by":"crossref","unstructured":"Mascher-Kampfer, A., Stogner, H., Uhl, A.: Comparison of compression algorithms impact on fingerprint and face recognition accuracy. In: Proc. SPIE 6508, Visual Communications and Image Processing, vol. 650810, p. 12 (2007)","DOI":"10.1117\/12.699199"},{"issue":"69042","key":"1163_CR28","first-page":"1","volume":"2006","author":"JE Vila-Forcen","year":"2006","unstructured":"Vila-Forcen, J.E., Voloshynovskiy, S., Koval, O., Pun, T.: Facial image compression based on structured codebooks in overcomplete domain. EURASIP J. Appl. Signal Process. 2006(69042), 1\u201311 (2006)","journal-title":"EURASIP J. Appl. Signal Process."},{"issue":"10","key":"1163_CR29","doi-asserted-by":"publisher","first-page":"3327","DOI":"10.1016\/j.patcog.2014.03.027","volume":"47","author":"Y Liang","year":"2014","unstructured":"Liang, Y., et al.: Face hallucination with imprecise-alignment using iterative sparse representation. Pattern Recognit. 47(10), 3327\u20133342 (2014)","journal-title":"Pattern Recognit."},{"key":"1163_CR30","unstructured":"Subban, R., Mankame, D., Nayeem, S., Pasupathi, P., Muthukumar, S.: Genetic algorithm based human face recognition. In: Proc. of Int. Conf. on Advances in Communication, Network, and Computing, CNC. Elsevier (2014)"},{"key":"1163_CR31","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1016\/j.asoc.2019.02.041","volume":"80","author":"Y Yang","year":"2019","unstructured":"Yang, Y., Liu, J., Tan, S., Wang, H.: A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio. Appl. Soft Comput. J. 80, 42\u201356 (2019)","journal-title":"Appl. Soft Comput. J."},{"issue":"2","key":"1163_CR32","first-page":"51","volume":"2","author":"RM Ramadan","year":"2009","unstructured":"Ramadan, R.M., Abdel-Kader, R.F.: Face recognition using particle swarm optimization-based selected features. Int. J. Signal Process. Image Process. Pattern Recognit. 2(2), 51\u201365 (2009)","journal-title":"Int. J. Signal Process. Image Process. Pattern Recognit."},{"issue":"2","key":"1163_CR33","first-page":"173","volume":"2","author":"S Kaur","year":"2011","unstructured":"Kaur, S., Agarwal, P., Rana, R.S.: Ant colony optimization: a technique used for image processing. Int. J. Comput. Sci. Technol. IJCST 2(2), 173\u2013175 (2011)","journal-title":"Int. J. Comput. Sci. Technol. IJCST"},{"key":"1163_CR34","doi-asserted-by":"publisher","first-page":"29753","DOI":"10.1007\/s11042-022-12978-x","volume":"81","author":"A Bencherqui","year":"2022","unstructured":"Bencherqui, A., Daoui, A., Karmouni, H., Qjidaa, H., Alfidi, M., Sayyouri, M.: Optimal reconstruction and compression of signals and images by Hahn moments and artificial bee colony (ABC) algorithm. Multimed. Tools Appl. 81, 29753\u201329783 (2022)","journal-title":"Multimed. Tools Appl."},{"key":"1163_CR35","doi-asserted-by":"publisher","first-page":"5541522","DOI":"10.1155\/2021\/5541522","volume":"2021","author":"L Asiedu","year":"2021","unstructured":"Asiedu, L., Essah, B.O., Iddi, S., Doku-Amponsah, K., Mettle, F.O.: Evaluation of the DWT-PCA\/SVD recognition algorithm on reconstructed frontal face images. J. Appl. Math. 2021, 5541522 (2021)","journal-title":"J. Appl. Math."},{"key":"1163_CR36","doi-asserted-by":"crossref","unstructured":"Lu, L., Hu, X., Chen, S., Sun, L., Li, C.: Face Recognition Based on Weighted Wavelet Transform and Compressed Sensing (2016)","DOI":"10.1109\/WCSP.2016.7752684"},{"key":"1163_CR37","unstructured":"https:\/\/paperswithcode.com\/dataset\/orl"},{"key":"1163_CR38","doi-asserted-by":"publisher","first-page":"1090","DOI":"10.1109\/34.879790","volume":"22","author":"PJ Phillips","year":"2000","unstructured":"Phillips, P.J., Moon, H., Rizvi, S.A., Rauss, P.J.: The FERET Evaluation Methodology for Face Recognition Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 22, 1090\u20131104 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1163_CR39","doi-asserted-by":"crossref","unstructured":"He, T., Chen, Z.: End-to-End Facial Image Compression with Integrated Semantic Distortion Metric (2018)","DOI":"10.1109\/VCIP.2018.8698708"},{"issue":"10","key":"1163_CR40","first-page":"1858","volume":"35","author":"MB Shahbakhsh","year":"2022","unstructured":"Shahbakhsh, M.B., Hassanpour, H.: Empowering face recognition methods using a gan-based single image super-resolution network. Int. J. Eng. Trans. A Basics 35(10), 1858\u20131866 (2022)","journal-title":"Int. J. Eng. Trans. A Basics"},{"key":"1163_CR41","doi-asserted-by":"publisher","unstructured":"Selimovi\u0107, A., Hladnik, A.: Content-aware image compression with convolutional neural networks. Original scientific paper. https:\/\/doi.org\/10.24867\/GRID-2018-p56","DOI":"10.24867\/GRID-2018-p56"},{"key":"1163_CR42","doi-asserted-by":"publisher","first-page":"722","DOI":"10.1016\/j.compeleceng.2017.11.009","volume":"70","author":"S Biswas","year":"2017","unstructured":"Biswas, S., Sil, J., Maity, S.P.: On prediction error compressive sensing image reconstruction for face recognition. Comput. Electr. Eng. 70, 722\u2013735 (2017)","journal-title":"Comput. Electr. Eng."},{"issue":"11","key":"1163_CR43","first-page":"2065","volume":"35","author":"BA Beirami","year":"2022","unstructured":"Beirami, B.A., Mokhtarzade, M.: Ensemble of Log-Euclidean kernel SVM based on covariance descriptors of multiscale gabor features for face recognition. Int. J. Eng. Trans. B Appl. 35(11), 2065\u20132071 (2022)","journal-title":"Int. J. Eng. Trans. B Appl."},{"key":"1163_CR44","doi-asserted-by":"publisher","first-page":"2379","DOI":"10.1109\/TIP.2007.903259","volume":"16","author":"M Elad","year":"2007","unstructured":"Elad, M., Goldenberg, R., Kimmel, R.: Low Bit-rate compression of facial images. IEEE Trans. Image Process. 16, 2379\u20132383 (2007)","journal-title":"IEEE Trans. Image Process."},{"key":"1163_CR45","unstructured":"Qiuyu, Z., Suozhong, W.: Color personal ID photo compression based on object segmentation. In: IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, China (2005)"},{"key":"1163_CR46","unstructured":"Bala, J., Huang, J., Vafaie, H.: Hybrid learning using genetic algorithms and decision trees for pattern classification. In: Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, vol. 1, pp. 719\u2013724 (2012)"},{"key":"1163_CR47","unstructured":"Sun, Y., Yin, L.: A genetic algorithm based feature selection approach for 3D face recognition. In: Biometric Consortium Conference, USA (2005)"},{"issue":"6","key":"1163_CR48","doi-asserted-by":"publisher","first-page":"570","DOI":"10.1109\/34.862196","volume":"22","author":"C Liu","year":"2000","unstructured":"Liu, C., Wechsler, H.: Evolutionary pursuit and its application to face recognition. IEEE Trans. Pattern Anal. Mach. Intell. 22(6), 570\u2013582 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1163_CR49","unstructured":"https:\/\/www.researchgate.net\/figure\/Example-images-of-CIE-database_fig3_343240268"},{"key":"1163_CR50","doi-asserted-by":"crossref","unstructured":"Kahu, S.Y., Bhurchandi, K.M.: JPEG-based variable block-size image compression using CIE La*b* color space. KSII Trans. Internet Inf. Syst. 12(10) (2018)","DOI":"10.3837\/tiis.2018.10.023"},{"issue":"4","key":"1163_CR51","first-page":"13","volume":"4","author":"MS Moin","year":"2012","unstructured":"Moin, M.S., Sepas-Moghaddam, A.: JPEG compressed domain face recognition: different stages and different features. Int. J. Inf. Commun. Technol. Res. 4(4), 13\u201323 (2012)","journal-title":"Int. J. Inf. Commun. Technol. Res."},{"key":"1163_CR52","doi-asserted-by":"publisher","first-page":"39","DOI":"10.4103\/jpi.jpi_46_17","volume":"8","author":"L Pantanowitz","year":"2017","unstructured":"Pantanowitz, L., Liu, C., Huang, Y., Guo, H., Rohde, G.K.: Impact of altering various image parameters on human epidermal growth factor receptor 2 image analysis data quality. J. Pathol. Inform. 8, 39 (2017)","journal-title":"J. Pathol. Inform."},{"issue":"1","key":"1163_CR53","doi-asserted-by":"publisher","first-page":"6","DOI":"10.3390\/jimaging8010006","volume":"8","author":"D Giuliani","year":"2022","unstructured":"Giuliani, D.: Metaheuristic Algorithms Applied to Color Image Segmentation on HSV Space. J. Imaging 8(1), 6 (2022)","journal-title":"J. Imaging"},{"issue":"1","key":"1163_CR54","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1007\/s11263-011-0444-0","volume":"95","author":"H Mobahi","year":"2010","unstructured":"Mobahi, H., Rao, S.R., Yang, A.Y., Shankar, S., Ma, S.Y.: Segmentation of natural images by texture and boundary compression. Int. J. Comput. Vis. 95(1), 86\u201398 (2010)","journal-title":"Int. J. Comput. Vis."},{"issue":"7","key":"1163_CR55","doi-asserted-by":"publisher","first-page":"1064","DOI":"10.1109\/TCSVT.2012.2189793","volume":"22","author":"Y Jin","year":"2012","unstructured":"Jin, Y., Lee, H.J.: A block-based pass-parallel SPIHT algorithm. IEEE Trans. Circuits Syst. Video Technol 22(7), 1064\u20131075 (2012)","journal-title":"IEEE Trans. Circuits Syst. Video Technol"},{"key":"1163_CR56","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1016\/j.asoc.2014.03.009","volume":"21","author":"T Xiang","year":"2014","unstructured":"Xiang, T., Qu, J., Xiao: Joint SPIHT compression and selective encryption. Appl. Soft Comput. 21, 159\u2013170 (2014)","journal-title":"Appl. Soft Comput."},{"key":"1163_CR57","unstructured":"https:\/\/jpeg.org\/jpegls\/"},{"key":"1163_CR58","first-page":"20","volume":"21","author":"M Kumar","year":"2014","unstructured":"Kumar, M., Powduri, P., Reddy, A.: An RGB image encryption using diffusion process associated with chaotic map. J. Inf. Secur. Appl. 21, 20\u201330 (2014)","journal-title":"J. Inf. Secur. Appl."},{"key":"1163_CR59","first-page":"721","volume":"321","author":"Z Tang","year":"2018","unstructured":"Tang, Z., Xiaocheng, Wu., Bin, Fu., Chen, W., Feng, H.: Fast face recognition based on fractal theory. Appl. Math. Comput. 321, 721\u2013730 (2018)","journal-title":"Appl. Math. Comput."},{"issue":"1","key":"1163_CR60","first-page":"39","volume":"6","author":"M Satone","year":"2014","unstructured":"Satone, M., Kharate, G.: Feature selection using genetic algorithm for face recognition based on PCA, wavelet and SVM. Int. J. Electr. Eng. Inform. 6(1), 39 (2014)","journal-title":"Int. J. Electr. Eng. Inform."},{"key":"1163_CR61","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1007\/s13042-011-0023-2","volume":"2","author":"B Poon","year":"2011","unstructured":"Poon, B., Amin, M.A., Yan, H.: Performance evaluation and comparison of PCA Based humanface recognition methods for distorted images. Int. J. Mach. Learn. Cybern. 2, 245\u2013259 (2011)","journal-title":"Int. J. Mach. Learn. Cybern."},{"key":"1163_CR62","unstructured":"Microscopy; Findings in Microscopy Reported from Changchun University of Science and Technology (A Medical Image Compression and Reconstruction Method Based On Improved Principal Components Analysis). Sci. Lett. (2020)"},{"issue":"1","key":"1163_CR63","first-page":"55","volume":"2","author":"IK Timotius","year":"2010","unstructured":"Timotius, I.K., Setyawan, I., Febrianto, A.: A face recognition between two person using kernel principal component analysis and support vector machines. Int. J. Electr. Eng. Inform. 2(1), 55\u201363 (2010)","journal-title":"Int. J. Electr. Eng. Inform."}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-023-01163-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00530-023-01163-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-023-01163-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,16]],"date-time":"2023-11-16T11:12:57Z","timestamp":1700133177000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00530-023-01163-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,5]]},"references-count":63,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["1163"],"URL":"https:\/\/doi.org\/10.1007\/s00530-023-01163-1","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9,5]]},"assertion":[{"value":"29 December 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 August 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 September 2023","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 no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}