{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T21:00:57Z","timestamp":1757451657878},"reference-count":9,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2021,6,5]],"date-time":"2021-06-05T00:00:00Z","timestamp":1622851200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,6,5]],"date-time":"2021-06-05T00:00:00Z","timestamp":1622851200000},"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":["Artif Life Robotics"],"published-print":{"date-parts":[[2021,8]]},"DOI":"10.1007\/s10015-021-00686-y","type":"journal-article","created":{"date-parts":[[2021,6,5]],"date-time":"2021-06-05T12:03:06Z","timestamp":1622894586000},"page":"360-366","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Defect detection in wrap film product using compact convolutional neural network"],"prefix":"10.1007","volume":"26","author":[{"given":"Kento","family":"Nakashima","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fusaomi","family":"Nagata","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Akimasa","family":"Otsuka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Keigo","family":"Watanabe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maki K.","family":"Habib","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,6,5]]},"reference":[{"issue":"5","key":"686_CR1","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1111\/mice.12263","volume":"32","author":"Y Cha","year":"2017","unstructured":"Cha Y, Choi W, Buyukozturk O (2017) Deep learning-based crack damage detection using convolutional neural networks. Comput-Aided Civ Infrastruct Eng 32(5):361\u2013378","journal-title":"Comput-Aided Civ Infrastruct Eng"},{"key":"686_CR2","doi-asserted-by":"crossref","unstructured":"Ferguson M, Ak R, Lee Y, Law K (2017) Automatic localization of casting defects with convolutional neural networks. Procs. of 2017 IEEE International Conference on big data (Big Data), pp\u00a01726\u20131735","DOI":"10.1109\/BigData.2017.8258115"},{"key":"686_CR3","doi-asserted-by":"crossref","unstructured":"Dong X, Taylor C, Cootes T (2018) Small defect detection using convolutional neural network features and random forests. In: Computer vision\u2014ECCV 2018 Workshops. Lecture Notes in Computer Science, vol 11132, pp 398\u2013412. Springer","DOI":"10.1007\/978-3-030-11018-5_35"},{"issue":"4","key":"686_CR4","doi-asserted-by":"publisher","first-page":"512","DOI":"10.1007\/s10015-019-00545-x","volume":"24","author":"F Nagata","year":"2019","unstructured":"Nagata F, Tokuno K, Mitarai K, Otsuka A, Ikeda T, Ochi H, Watanabe K, Habib MK (2019) Defect detection method using deep convolutional neural network, support vector machine and template matching techniques. Artif Life Robot 24(4):512\u2013519","journal-title":"Artif Life Robot"},{"key":"686_CR5","unstructured":"Nakashima K, Nagata F, Ochi H, Otsuka A, Ikeda T, Watanabe K, Habib MK (2020) Detection of minute defects using transfer learning-based CNN models. In: Procs. of 25th International Symposium on artificial life and robotics, pp 871\u2013875"},{"issue":"1","key":"686_CR6","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s10015-020-00618-2","volume":"26","author":"K Nakashima","year":"2021","unstructured":"Nakashima K, Nagata F, Ochi H, Otsuka A, Ikeda T, Watanabe K, Habib MK (2021) Detection of minute defects using transfer learning-based CNN models. Artif Life Robot 26(1):35\u201341","journal-title":"Artif Life Robot"},{"issue":"6","key":"686_CR7","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1145\/3065386","volume":"60","author":"A Krizhevsky","year":"2012","unstructured":"Krizhevsky A, Sutskever I, Hinton GE (2012) ImageNet classification with deep convolutional neural networks. Commun ACM 60(6):84\u201390","journal-title":"Commun ACM"},{"key":"686_CR8","unstructured":"Arima K, Nakashima K, Miki K, Nagata F, Watanabe K (2020) Detection of defective wrap roll product using transfer learning of convolution neural networks\u2014design and evaluation of CNNs by transfer learning of InseptionV3. In: Procs. of 21st SICE SI 2020, p 5, (in Japanese)"},{"key":"686_CR9","unstructured":"Shimizu T, Nakashima K, Miki K, Nagata F , Watanabe K (2020) Defect detection system using support vector machine for wrap film products\u2014in case of convolutional neural network-based feature extractor. In: Procs. of 21st SICE SI 2020, p 5 (in Japanese)"}],"container-title":["Artificial Life and Robotics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10015-021-00686-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10015-021-00686-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10015-021-00686-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,30]],"date-time":"2021-11-30T21:22:53Z","timestamp":1638307373000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10015-021-00686-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,5]]},"references-count":9,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2021,8]]}},"alternative-id":["686"],"URL":"https:\/\/doi.org\/10.1007\/s10015-021-00686-y","relation":{},"ISSN":["1433-5298","1614-7456"],"issn-type":[{"value":"1433-5298","type":"print"},{"value":"1614-7456","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6,5]]},"assertion":[{"value":"16 February 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 May 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 June 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}