{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T23:04:08Z","timestamp":1778886248742,"version":"3.51.4"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/icpr.2018.8545624","type":"proceedings-article","created":{"date-parts":[[2018,11,29]],"date-time":"2018-11-29T19:17:38Z","timestamp":1543519058000},"page":"1085-1090","source":"Crossref","is-referenced-by-count":15,"title":["How do Convolutional Neural Networks Learn Design?"],"prefix":"10.1109","author":[{"given":"Shailza","family":"Jolly","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian Kenji","family":"Iwana","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ryohei","family":"Kuroki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seiichi","family":"Uchida","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.11.008"},{"key":"ref31","first-page":"3938","article-title":"The lrp toolbox for artificial neural networks","volume":"17","author":"lapuschkin","year":"2016","journal-title":"J Mach Learning Research"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"344","DOI":"10.1007\/978-3-319-45886-1_28","article-title":"Identifying individual facial expressions by deconstructing a neural network","volume":"9796","author":"arbabzadeh","year":"2016","journal-title":"German Conf Pattern Recognition ser Lecture Notes Comput Science"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2015.7333942"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1348246.1348248"},{"key":"ref11","author":"karayev","year":"2013","journal-title":"Recognizing Image Style"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSA.2002.800560"},{"key":"ref13","first-page":"525","article-title":"Automatic genre classification using large high-level musical feature sets","volume":"2004","author":"mckay","year":"2004","journal-title":"International Society for Music Information Retrieval"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3132515.3132516"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP.2009.5293271"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/asi.20427"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/COLI_a_00052"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.546"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2015.7333910"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-5221"},{"key":"ref4","article-title":"A further step to perfect accuracy by training cnn with larger data","author":"uchida","year":"2016","journal-title":"Proc of the Int Conf on Frontiers in Handwriting Recognition"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0181142"},{"key":"ref3","first-page":"3642","article-title":"Multi-column deep neural networks for image classification","author":"ciregan","year":"2012","journal-title":"Proc IEEE Conf Comput Vision and Pattern Recognition"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952445"},{"key":"ref5","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"},{"key":"ref8","first-page":"21","article-title":"Ssd: Single shot multibox detector","author":"liu","year":"2016","journal-title":"European Conf Comput Vision"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0130140"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.283"},{"key":"ref1","author":"iwana","year":"2016","journal-title":"Judging a book by its cover"},{"key":"ref20","first-page":"1111","article-title":"Deepdocclassifier: Document classification with deep convolutional neural network","author":"afzal","year":"2015","journal-title":"Proc Int Conf Document Anal Recognition"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.23915\/distill.00007","article-title":"Feature visualization","author":"olah","year":"2017","journal-title":"Distillation"},{"key":"ref21","first-page":"3","article-title":"Visualizing higher-layer features of a deep network","volume":"1341","author":"erhan","year":"2009","journal-title":"Tech Rep"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref23","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"European Conf Comput Vision"},{"key":"ref26","author":"chattopadhyay","year":"2017","journal-title":"Grad-cam++ Generalized gradient-based visual explanations for deep convolutional networks"},{"key":"ref25","author":"selvaraju","year":"2016","journal-title":"Grad-cam Why did you say that? visual explanations from deep networks via gradient-based localization"}],"event":{"name":"2018 24th International Conference on Pattern Recognition (ICPR)","location":"Beijing","start":{"date-parts":[[2018,8,20]]},"end":{"date-parts":[[2018,8,24]]}},"container-title":["2018 24th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8527858\/8545020\/08545624.pdf?arnumber=8545624","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T11:06:51Z","timestamp":1643281611000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8545624\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/icpr.2018.8545624","relation":{},"subject":[],"published":{"date-parts":[[2018,8]]}}}