{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T21:27:44Z","timestamp":1769203664028,"version":"3.49.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2021,1,22]],"date-time":"2021-01-22T00:00:00Z","timestamp":1611273600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,22]],"date-time":"2021-01-22T00:00:00Z","timestamp":1611273600000},"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":["SIViP"],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1007\/s11760-020-01810-4","type":"journal-article","created":{"date-parts":[[2021,1,22]],"date-time":"2021-01-22T06:02:57Z","timestamp":1611295377000},"page":"885-893","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Improved firefly algorithm-based optimized convolution neural network for scene character recognition"],"prefix":"10.1007","volume":"15","author":[{"given":"L. T.","family":"Akin Sherly","sequence":"first","affiliation":[]},{"given":"T.","family":"Jaya","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,1,22]]},"reference":[{"key":"1810_CR1","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.neucom.2015.07.135","volume":"184","author":"Q Guo","year":"2016","unstructured":"Guo, Q., Wang, F., Lei, J., Tu, D., Li, G.: Convolutional feature learning and Hybrid CNN-HMM for scene character recognition. Neurocomputing 184, 78\u201390 (2016)","journal-title":"Neurocomputing"},{"issue":"3","key":"1810_CR2","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1007\/s11263-015-0816-y","volume":"115","author":"Russakovsky Olga","year":"2015","unstructured":"Olga, Russakovsky, Deng, Jia, Hao, Su, Krause, Jonathan, Satheesh, Sanjeev, Ma, Sean, Huang, Zhiheng: Imagenet large scale visual recognition challenge. Int J Comput Vis 115(3), 211\u2013252 (2015)","journal-title":"Int J Comput Vis"},{"issue":"2","key":"1810_CR3","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/s10032-015-0239-x","volume":"18","author":"M Fraz","year":"2015","unstructured":"Fraz, M., Sarfraz, M.S., Edirisinghe, E.A.: Exploiting colour information for better scene text detection and recognition. Int J Document Anal Recognit 18(2), 153\u2013167 (2015)","journal-title":"Int J Document Anal Recognit"},{"key":"1810_CR4","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.neucom.2019.10.010","volume":"376","author":"Y Huang","year":"2019","unstructured":"Huang, Y., Sun, Z., Jin, L., Luo, C.: EPAN: effective parts attention network for scene text recognition. Neurocomputing 376, 202\u2013213 (2019)","journal-title":"Neurocomputing"},{"key":"1810_CR5","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.patcog.2019.01.020","volume":"90","author":"C Luo","year":"2019","unstructured":"Luo, C., Jin, L., Sun, Z.: Moran: a multi-object rectified attention network for scene text recognition. Pattern Recognit 90, 109\u2013118 (2019)","journal-title":"Pattern Recognit"},{"key":"1810_CR6","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.neucom.2019.11.049","volume":"381","author":"X Chen","year":"2019","unstructured":"Chen, X., Wang, T., Zhu, Y., Jin, L., Luo, C.: Adaptive embedding gate for attention-based scene text recognition. Neurocomputing 381, 261\u2013271 (2019)","journal-title":"Neurocomputing"},{"key":"1810_CR7","doi-asserted-by":"crossref","unstructured":"Charles, R., Su, H., Mo, K., Guibas, L.J.: Pointnet: deep learning on point sets for 3d classification and segmentation, (2016)","DOI":"10.1109\/CVPR.2017.16"},{"key":"1810_CR8","unstructured":"Vinyals, O., Bengio, S., Kudlur, M.: Order matters: sequence to sequence for sets. Comput. Sci. (2015)"},{"key":"1810_CR9","volume-title":"Nature-inspired metaheuristic algorithms","author":"X-S Yang","year":"2010","unstructured":"Yang, X.-S.: Nature-inspired metaheuristic algorithms. Luniver press, London (2010)"},{"key":"1810_CR10","doi-asserted-by":"crossref","unstructured":"Mishra, A., Alahari, K., Jawahar, C.V.: Scene text recognition using higher order language priors (2012)","DOI":"10.5244\/C.26.127"},{"key":"1810_CR11","doi-asserted-by":"crossref","unstructured":"Lucas, S., Panaretos, A., Sosa, L., Tang, A., Wong, S., Young, R.: ICDAR 2003 robust reading competitions. In: Seventh international conference on document analysis and recognition, pp 682\u2013687 (2003)","DOI":"10.1109\/ICDAR.2003.1227749"},{"key":"1810_CR12","doi-asserted-by":"crossref","unstructured":"Karatzas, D., Shafait, F., Uchida, S., Iwamura, M., Gomez i Bigorda, L., Mestre, S.R., Mas, J., Mota, D.F., Almazan, J.A., De Las Heras, L.P.: ICDAR 2013 robust reading competition. In: 2013 12th International Conference on Document Analysis and Recognition, pp. 1484\u20131493 (2013)","DOI":"10.1109\/ICDAR.2013.221"},{"key":"1810_CR13","unstructured":"Wang, K., Babenko, B., Belongie, S.: End-to-end scene text recognition. In: 2011 International Conference on Computer Vision, pp 1457\u20131464 (2011)"},{"issue":"9","key":"1810_CR14","first-page":"2035","volume":"41","author":"Shi Baoguang","year":"2018","unstructured":"Baoguang, Shi, Yang, Mingkun, Wang, Xinggang, Lyu, Pengyuan, Yao, Cong, Bai, Xiang: Aster: an attentional scene text recognizer with flexible rectification. IEEE Trans. Pattern Anal. Mach. Intell. 41(9), 2035\u20132048 (2018)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1810_CR15","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.patrec.2019.01.006","volume":"130","author":"Zhang Xingyuan","year":"2019","unstructured":"Xingyuan, Zhang, Huang, Yaping, Zou, Qi, Pei, Yanting, Zhang, Runsheng, Wang, Song: A hybrid convolutional neural network for sketch recognition. Pattern Recognit Lett 130, 73\u201382 (2019)","journal-title":"Pattern Recognit Lett"},{"key":"1810_CR16","doi-asserted-by":"crossref","unstructured":"Liao, M., Zhang, J., Wan, Z., Xie, F., Liang, J., Lyu, P., Bai, X.: Scene text recognition from two-dimensional perspective. In: Proceedings of the AAAI Conference on Artificial Intelligence. vol. 33, pp. 8714\u20138721, (2019)","DOI":"10.1609\/aaai.v33i01.33018714"},{"key":"1810_CR17","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1016\/j.neucom.2019.01.094","volume":"339","author":"Y Gao","year":"2019","unstructured":"Gao, Y., Chen, Y., Wang, J., Tang, M., Lu, H.: Reading scene text with fully convolutional sequence modeling. Neurocomputing 339, 161\u2013170 (2019)","journal-title":"Neurocomputing"},{"key":"1810_CR18","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1016\/j.patrec.2019.01.006","volume":"130","author":"X Zhang","year":"2020","unstructured":"Zhang, X., Huang, Y., Zou, Q., Pei, Y., Zhang, R., Wang, S.: A hybrid convolutional neural network for sketch recognition. Pattern Recognit. Lett. 130, 73\u201382 (2020)","journal-title":"Pattern Recognit. Lett."},{"key":"1810_CR19","doi-asserted-by":"publisher","first-page":"107148","DOI":"10.1016\/j.patcog.2019.107148","volume":"100","author":"Y Wang","year":"2020","unstructured":"Wang, Y., Huang, F., Zhang, Y., Feng, R., Zhang, T., Fan, W.: Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval. Pattern Recognit. 100, 107148 (2020)","journal-title":"Pattern Recognit."},{"key":"1810_CR20","doi-asserted-by":"publisher","first-page":"102835","DOI":"10.1016\/j.jvcir.2020.102835","volume":"71","author":"C Bai","year":"2020","unstructured":"Bai, C., Chen, J., Ma, Q., Hao, P., Chen, S.: Cross-domain representation learning by domain-migration generative adversarial network for sketch based image retrieval. J. Visual Commun. Image Represent. 71, 102835 (2020)","journal-title":"J. Visual Commun. Image Represent."},{"issue":"2","key":"1810_CR21","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1007\/s42835-020-00343-7","volume":"15","author":"JH Han","year":"2020","unstructured":"Han, J.H., Choi, D.J., Park, S.U., Hong, S.K.: Hyperparameter optimization using a genetic algorithm considering verification time in a convolutional neural network. J. Electric. Eng. Technol. 15(2), 721\u2013726 (2020)","journal-title":"J. Electric. Eng. Technol."},{"issue":"3","key":"1810_CR22","first-page":"117","volume":"9","author":"V Sundararaj","year":"2016","unstructured":"Sundararaj, V.: An efficient threshold prediction scheme for wavelet based ECG signal noise reduction using variable step size firefly algorithm. Int. J. Intell. Eng. Syst. 9(3), 117\u2013126 (2016)","journal-title":"Int. J. Intell. Eng. Syst."},{"key":"1810_CR23","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.cose.2018.04.009","volume":"77","author":"S Vinu","year":"2018","unstructured":"Vinu, S., Muthukumar, S., Kumar, R.S.: An optimal cluster formation based energy efficient dynamic scheduling hybrid MAC protocol for heavy traffic load in wireless sensor networks. Comput. Secur. 77, 277\u2013288 (2018)","journal-title":"Comput. Secur."},{"issue":"1","key":"1810_CR24","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1007\/s11277-018-6014-9","volume":"104","author":"V Sundararaj","year":"2019","unstructured":"Sundararaj, V.: Optimal task assignment in mobile cloud computing by queue based ant-bee algorithm. Wireless Personal Commun. 104(1), 173\u2013197 (2019)","journal-title":"Wireless Personal Commun."},{"issue":"4","key":"1810_CR25","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1504\/IJBET.2019.103242","volume":"31","author":"Vinu Sundararaj","year":"2019","unstructured":"Sundararaj, Vinu: Optimised denoising scheme via opposition-based self-adaptive learning PSO algorithm for wavelet-based ECG signal noise reduction\u201d. Int. J. Biomed. Eng. Technol. 31(4), 325\u2013345 (2019)","journal-title":"Int. J. Biomed. Eng. Technol."},{"key":"1810_CR26","first-page":"1","volume":"26","author":"MS Thangakrishnan","year":"2020","unstructured":"Thangakrishnan, M.S., Ramar, K.: Automated Hand-drawn sketches retrieval and recognition using regularized Particle Swarm Optimization based deep convolutional neural network. J. Ambient Intell. Human. Comput. 26, 1\u201313 (2020)","journal-title":"J. Ambient Intell. Human. Comput."}],"container-title":["Signal, Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-020-01810-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11760-020-01810-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11760-020-01810-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T20:45:05Z","timestamp":1724359505000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11760-020-01810-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,22]]},"references-count":26,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2021,7]]}},"alternative-id":["1810"],"URL":"https:\/\/doi.org\/10.1007\/s11760-020-01810-4","relation":{},"ISSN":["1863-1703","1863-1711"],"issn-type":[{"value":"1863-1703","type":"print"},{"value":"1863-1711","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,22]]},"assertion":[{"value":"20 February 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 July 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 October 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 January 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}