{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T15:18:31Z","timestamp":1772551111415,"version":"3.50.1"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031087530","type":"print"},{"value":"9783031087547","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-08754-7_6","type":"book-chapter","created":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T07:06:09Z","timestamp":1655795169000},"page":"41-48","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Transfer Learning Based Natural Scene Classification for Scene Understanding by Intelligent Machines"],"prefix":"10.1007","author":[{"given":"Ranjini","family":"Surendran","sequence":"first","affiliation":[]},{"given":"J.","family":"Anitha","sequence":"additional","affiliation":[]},{"given":"A.","family":"Angelopoulou","sequence":"additional","affiliation":[]},{"given":"E.","family":"Kapetanios","sequence":"additional","affiliation":[]},{"given":"T.","family":"Chausalet","sequence":"additional","affiliation":[]},{"given":"D.","family":"Jude Hemanth","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,6,15]]},"reference":[{"issue":"1","key":"6_CR1","first-page":"1005","volume":"2","author":"P Kamavisdar","year":"2013","unstructured":"Kamavisdar, P., Saluja, S., Agrawal, S.: A survey on image classification approaches and techniques. Int. J. Adv. Res. Comput. Commun. Eng. 2(1), 1005\u20131009 (2013)","journal-title":"Int. J. Adv. Res. Comput. Commun. Eng."},{"key":"6_CR2","doi-asserted-by":"publisher","first-page":"042092","DOI":"10.1088\/1757-899X\/263\/4\/042092","volume":"263","author":"M Sharma","year":"2017","unstructured":"Sharma, M., Anuradha, J., Manne, H.K., Kashyap, G.S.C.: Facial detection using deep learning. IOP Conf. Ser. Mater. Sci. Eng. 263, 042092 (2017)","journal-title":"IOP Conf. Ser. Mater. Sci. Eng."},{"key":"6_CR3","doi-asserted-by":"crossref","unstructured":"Bandhu, A., Sekhar Roy, S.: Classifying multi-category images using deep learning: a convolutional neural network model. In: 2nd IEEE International Conference on Recent Trends in Electronics Information & Communication Technology, pp. 1\u20136 (2017)","DOI":"10.1109\/RTEICT.2017.8256731"},{"key":"6_CR4","doi-asserted-by":"crossref","unstructured":"Regina Lourdhu Suganthi, S., Hanumanthappa, M., Kavitha, S.: Event image classification using deep learning. In: 2018 International Conference on Soft-computing and Network Security, pp. 11\u201317 (2018)","DOI":"10.1109\/ICSNS.2018.8573655"},{"key":"6_CR5","doi-asserted-by":"crossref","unstructured":"LeCun, Y., Yoshua, B., Hinton, G..: Deep learning. Nature 521(7553), 436\u2013444 (2015)","DOI":"10.1038\/nature14539"},{"key":"6_CR6","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.neunet.2014.09.003","volume":"61","author":"J Schmidhuber","year":"2015","unstructured":"Schmidhuber, J.: Deep learning in neural networks: an overview. Neural Netw. 61, 85\u2013117 (2015)","journal-title":"Neural Netw."},{"key":"6_CR7","doi-asserted-by":"crossref","unstructured":"Weng, Q., et al.: Land-use classification via extreme learning classifier based on deep convolutional features. IEEE Geosci. Remote Sens. Lett. (2017)","DOI":"10.1109\/LGRS.2017.2672643"},{"key":"6_CR8","unstructured":"Chauhan, K., Ram, S.: Image classification with deep learning and comparison between different convolutional neural network structures using Tensorflow and Keras. Int. J. Adv. Eng. Res. 533\u2013538 (2018)"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Zhang, F., Du, B., Zhang, L.: Scene classification via a gradient boosting random convolutional network framework. IEEE Trans. Geosci. Remote Sens. 54(3), 1793\u20131802 (2016)","DOI":"10.1109\/TGRS.2015.2488681"},{"key":"6_CR10","doi-asserted-by":"crossref","unstructured":"Panigrahi, S., Nanda, A., Swarnkar, T.: Deep learning approach for image classification. In: 2018 2nd International Conference on Data Science and Business Analytics (2018)","DOI":"10.1109\/ICDSBA.2018.00101"},{"issue":"10","key":"6_CR11","doi-asserted-by":"publisher","first-page":"6232","DOI":"10.1109\/TGRS.2016.2584107","volume":"54","author":"Y Chen","year":"2016","unstructured":"Chen, Y., Jiang, H., Li, C., Jia, X., Ghamisi, P.: Deep feature extraction and classification of hyperspectral images based on convolutional neural networks. IEEE Trans. Geosci. Remote Sens. 54(10), 6232\u20136251 (2016)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"issue":"4","key":"6_CR12","doi-asserted-by":"publisher","first-page":"2217","DOI":"10.1109\/TGRS.2013.2258676","volume":"52","author":"E Pasolli","year":"2014","unstructured":"Pasolli, E., Melgani, F., Tuia, D., Pacifici, F., Emery, W.J.: SVM active learning approach for image classification using spatial information. IEEE Trans. Geosci. Remote Sens. 52(4), 2217\u20132223 (2014)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"6_CR13","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.ins.2015.08.030","volume":"327","author":"M Korytkowski","year":"2016","unstructured":"Korytkowski, M., Rutkowski, L., Scherer, R.: Fast image classification by boosting fuzzy classifiers. Inf. Sci. 327, 175\u2013182 (2016)","journal-title":"Inf. Sci."}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-08754-7_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T07:25:00Z","timestamp":1655796300000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-08754-7_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031087530","9783031087547"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-08754-7_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"15 June 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 June 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 June 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccs-computsci2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iccs-meeting.org\/iccs2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"474","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"175","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"78","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"37% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.8","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}