{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T20:21:04Z","timestamp":1775766064358,"version":"3.50.1"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Italian Ministry of University and Research (MIUR) under the Individual Funding Scheme for Fundamental Research \u201cFFABR\u201d 2017"},{"DOI":"10.13039\/501100010607","name":"Universit\u00e0 degli Studi di Perugia","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100010607","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2956863","type":"journal-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T20:57:18Z","timestamp":1575061038000},"page":"173076-173085","source":"Crossref","is-referenced-by-count":7,"title":["CNN-Based Refactoring of Hand-Designed Filters for Texture Analysis: A Classic Revisited"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3371-1928","authenticated-orcid":false,"given":"Francesco","family":"Bianconi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9365-8167","authenticated-orcid":false,"given":"Claudio","family":"Cusano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9112-0574","authenticated-orcid":false,"given":"Paolo","family":"Napoletano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7461-1451","authenticated-orcid":false,"given":"Raimondo","family":"Schettini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"71","article-title":"Texture discrimination by Gabor functions","volume":"55","author":"turner","year":"1986","journal-title":"Biol"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1974.223784"},{"key":"ref33","first-page":"2012","article-title":"Learning rotation invariant convolutional filters for texture classification","author":"marcos","year":"2017","journal-title":"Proc Int Conf Pattern Recognit"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.305"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2016.08.016"},{"key":"ref30","year":"2018","journal-title":"Image"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.812327"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/34.531803"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.188"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/34.761261"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1117\/1.JEI.27.1.011002"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.02.009"},{"key":"ref27","first-page":"1","article-title":"Hand-designed local image descriptors vs. off-the-shelf CNN-based features for texture classification: An experimental comparison","volume":"76","author":"bello-cerezo","year":"2018","journal-title":"Proc 10th KES Int Conf Intell Interact Multimedia Syst Services (IIMSS)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2014.02.017"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2008.2001357"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1334424"},{"key":"ref20","first-page":"84","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc 26th Annu Conf Neural Inf Process Syst"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"},{"key":"ref21","first-page":"487","article-title":"Learning deep features for scene recognition using places database","volume":"1","author":"zhou","year":"2014","journal-title":"Proc Annu Conf Neural Inf Process Syst (NIPS)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2017.10.001"},{"key":"ref23","first-page":"781","article-title":"Automatic detection of human faces in color images via convolutional neural networks","volume":"7","author":"sang","year":"2016","journal-title":"ICIC Exp Lett B Appl"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1007\/978-3-319-56010-6_22","article-title":"Hand-crafted vs learned descriptors for color texture classification","volume":"10213","author":"napoletano","year":"2017","journal-title":"Proc 6th Comput Color Imaging Workshop (CCIW)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0872-3"},{"key":"ref50","year":"2017","journal-title":"The KTH-TIPS and KTH-TIPS2 Image Databases"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-013-1418-8"},{"key":"ref59","first-page":"517","article-title":"LBP-motivated colour texture classification","volume":"11132","author":"bello-cerezo","year":"2018","journal-title":"Proc 2nd Int Workshop Compact Efficient Feature Represent Learn Comput Vis (Conjunct ECCV)"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1108\/SR-07-2016-0120"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-7207-2"},{"key":"ref56","year":"2018","journal-title":"USPTex Dataset"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.11.009"},{"key":"ref54","author":"kwitt","year":"2018","journal-title":"Salzburg texture image database (STex)"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/ima.20201"},{"key":"ref52","year":"2017","journal-title":"New Barktex Benchmark Image Test Suite for Evaluating Color Texture Classification Schemes"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2007.08.005"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.5721\/EuJRS20164906"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.2.001160"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5565\/rev\/elcvia.268"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2015.01.008"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1142\/9781848161160_0013"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5121\/ijma.2011.3301"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.08.032"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/app9040738"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-018-1125-z"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.33.000017"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2005.54"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2010.02.006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.crad.2004.07.008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2310123"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0109-1"},{"key":"ref49","first-page":"253","article-title":"On the significance of real-world conditions for material classification","volume":"3024","author":"hayman","year":"2004","journal-title":"Proc 8th Eur Conf Comput Vis (ECCV)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2019.03.008"},{"key":"ref46","year":"2018","journal-title":"Amsterdam Library of Textures"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0911-8"},{"key":"ref48","year":"2017","journal-title":"Curet Columbia-Utrecht Reflectance and Texture Database"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2008.10.005"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1080\/09500340.2011.554896"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1117\/12.959169","article-title":"Rapid texture identification","volume":"238","author":"laws","year":"1980","journal-title":"Image processing for missile guidance"},{"key":"ref44","first-page":"3276","article-title":"Understanding and improving convolutional neural networks via concatenated rectified linear units","volume":"5","author":"shang","year":"2016","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref43","article-title":"Striving for simplicity: The all convolutional net","author":"springenberg","year":"2015","journal-title":"Proc Int Conf Learni Represent Workshop Track"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08918055.pdf?arnumber=8918055","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T01:33:58Z","timestamp":1643247238000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8918055\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":60,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2956863","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}