{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T17:34:08Z","timestamp":1774287248830,"version":"3.50.1"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,3]]},"DOI":"10.1109\/icit.2017.7915495","type":"proceedings-article","created":{"date-parts":[[2017,5,13]],"date-time":"2017-05-13T02:23:01Z","timestamp":1494642181000},"page":"986-991","source":"Crossref","is-referenced-by-count":64,"title":["Convolutional networks for voting-based anomaly classification in metal surface inspection"],"prefix":"10.1109","author":[{"given":"Vidhya","family":"Natarajan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tzu-Yi","family":"Hung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sriram","family":"Vaikundam","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang-Tien","family":"Chia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2016.2594288"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0220-6"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2005.54"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24673-2_21"},{"key":"ref34","article-title":"Anomaly region detection and localizationin metal surface inspection","author":"vaikundam","year":"2016","journal-title":"IEEE International Conference on Image Processing"},{"key":"ref10","article-title":"Going deeper with convolutions","author":"szegedy","year":"2014","journal-title":"IEEE International Conference on Computer Vision and Pattern Recognition"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.461"},{"key":"ref12","article-title":"Improving the Fisher kernel for large-scale image classification","author":"perronnin","year":"2010","journal-title":"European Conference on Computer Vision"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref14","article-title":"Simultaneous detection and segmentation","author":"hariharan","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51811-4_24"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299007"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1167\/9.8.784"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2016.7744862"},{"key":"ref19","first-page":"3049","article-title":"Automatic Recognition of Surface Defects on Hot-Rolled Steel Strip Using Scattering Convolution Network","volume":"10","author":"song","year":"2014","journal-title":"Journal of Computational Information Systems"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/300776.300778","article-title":"Reflectance and texture of real world surfaces","volume":"18","author":"dana","year":"1999","journal-title":"ACM Transactions on Graphics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1364\/AO.50.005122"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0872-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.151"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-08651-4","article-title":"Discriminative Blur Detection Features","author":"shi","year":"2014","journal-title":"IEEE International Conference on Computer Vision and Pattern Recognition"},{"key":"ref8","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"International Conference on Learning Representations"},{"key":"ref7","article-title":"ImageNet classification with deep convolutional neural networks","volume":"25","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.1990.142050"},{"key":"ref9","article-title":"ImageNet: A large-scale hierarchical image database","author":"deng","year":"2009","journal-title":"IEEE International Conference on Computer Vision and Pattern Recognition"},{"key":"ref1","article-title":"On-road vehicle detection using Gabor filters and support vector machines","author":"sun","year":"2002","journal-title":"International Conference on Digital Signal Processing"},{"key":"ref20","article-title":"How transferable are features in deep neural networks?","volume":"2","author":"yosinski","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.222"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.68"},{"key":"ref23","article-title":"A Return of the devil in the details: Delving deep into convolutional nets","author":"chatfield","year":"2014","journal-title":"British Machine Vision Conference"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532457"},{"key":"ref25","article-title":"Linear Spatial Pyramid Matching Using Sparse Coding for Image Classification","author":"yang","year":"2009","journal-title":"IEEE International Conference on Computer Vision and Pattern Recognition"}],"event":{"name":"2017 IEEE International Conference on Industrial Technology (ICIT)","location":"Toronto, ON","start":{"date-parts":[[2017,3,22]]},"end":{"date-parts":[[2017,3,25]]}},"container-title":["2017 IEEE International Conference on Industrial Technology (ICIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7907563\/7912587\/07915495.pdf?arnumber=7915495","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,24]],"date-time":"2019-09-24T15:54:03Z","timestamp":1569340443000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7915495\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/icit.2017.7915495","relation":{},"subject":[],"published":{"date-parts":[[2017,3]]}}}