{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T04:18:00Z","timestamp":1788236280900,"version":"build-2803163510"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Key Scientific Technological Innovation Research Project by Ministry of Education;"},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China Innovation Research Group Fund","doi-asserted-by":"publisher","award":["61621005"],"award-info":[{"award-number":["61621005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"State Key Program and the Foundation for Innovative Research Groups of the National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61836009"],"award-info":[{"award-number":["61836009"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Major Research Plan of the National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91438201"],"award-info":[{"award-number":["91438201"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Major Research Plan of the National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91438103"],"award-info":[{"award-number":["91438103"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Major Research Plan of the National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91838303"],"award-info":[{"award-number":["91838303"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1701267"],"award-info":[{"award-number":["U1701267"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62076192"],"award-info":[{"award-number":["62076192"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62006177"],"award-info":[{"award-number":["62006177"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61902298"],"award-info":[{"award-number":["61902298"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573267"],"award-info":[{"award-number":["61573267"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61906150"],"award-info":[{"award-number":["61906150"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62276199"],"award-info":[{"award-number":["62276199"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013314","name":"Higher Education Discipline Innovation Project","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100013314","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program for Cheung Kong Scholars and Innovative Research Team in University","award":["IRT 15R53"],"award-info":[{"award-number":["IRT 15R53"]}]},{"name":"ST Innovation Project from the Chinese Ministry of Education"},{"name":"Key Research and Development Program in Shaanxi Province of China","award":["2019ZDLGY03-06"],"award-info":[{"award-number":["2019ZDLGY03-06"]}]},{"name":"National Science Basic Research Plan in Shaanxi Province of China","award":["2019JQ-659"],"award-info":[{"award-number":["2019JQ-659"]}]},{"name":"National Science Basic Research Plan in Shaanxi Province of China","award":["2022JQ-607"],"award-info":[{"award-number":["2022JQ-607"]}]},{"name":"China Postdoctoral Fund","award":["2022T150506"],"award-info":[{"award-number":["2022T150506"]}]},{"name":"Scientific Research Project of Education Department in Shaanxi Province of China","award":["20JY023"],"award-info":[{"award-number":["20JY023"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["XJS201901"],"award-info":[{"award-number":["XJS201901"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["XJS201903"],"award-info":[{"award-number":["XJS201903"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["JBF201905"],"award-info":[{"award-number":["JBF201905"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["JB211908"],"award-info":[{"award-number":["JB211908"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CAAI-Huawei MindSpore Open Fund, this work will be used on MindSpore Framework"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1109\/tnnls.2022.3223212","type":"journal-article","created":{"date-parts":[[2022,11,25]],"date-time":"2022-11-25T17:38:41Z","timestamp":1669397921000},"page":"7999-8012","source":"Crossref","is-referenced-by-count":13,"title":["Multiscale Dynamic Curvelet Scattering Network"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3768-7099","authenticated-orcid":false,"given":"Jie","family":"Gao","sequence":"first","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3354-9617","authenticated-orcid":false,"given":"Licheng","family":"Jiao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8780-5455","authenticated-orcid":false,"given":"Xu","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6130-2518","authenticated-orcid":false,"given":"Lingling","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5472-1426","authenticated-orcid":false,"given":"Puhua","family":"Chen","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5669-9354","authenticated-orcid":false,"given":"Fang","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4796-5737","authenticated-orcid":false,"given":"Shuyuan","family":"Yang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, International Research Center for Intelligent Perception and Computation, the School of Artificial Intelligence, Xidian University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2858826"},{"issue":"8","key":"ref2","first-page":"1697","article-title":"Seventy years of neural networks: Review and prospect","volume":"39","author":"Jiao","year":"2016","journal-title":"Chin. J. Comput."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2021.3118221"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3042276"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00357"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2832648"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2022.3172048"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2932058"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3027634"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978577"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2019.107251"},{"key":"ref13","volume-title":"Neural Network System Theory","author":"Jiao","year":"1990"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2010.936307"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3007412"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/239"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2134090"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref21","volume-title":"Image Multiscale Geometric Analysis: Theory and Applications","author":"Jiao","year":"2008"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/tai.2021.3135248"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-374370-1.x0001-8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/72.950135"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.11.015"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2002.806252"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/05064182x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-56205-1_3"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1018031261"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/040619454"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.859376"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.899183"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.230"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2022.3174705"},{"key":"ref35","first-page":"1","article-title":"Wavelet convolutional neural networks","volume-title":"Proc. Comput. Vis. Pattern Recognit.","author":"Fujieda"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3117837"},{"key":"ref37","first-page":"1","article-title":"Multi-scale dense networks for resource efficient image classification","volume-title":"Proc. ICLR","author":"Huang"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_25"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00858"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5764"},{"key":"ref41","first-page":"1307","article-title":"CondConv: Conditionally parameterized convolutions for efficient inference","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Yang"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01104"},{"key":"ref43","first-page":"1","article-title":"Predicting parameters in deep learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"26","author":"Denil"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.683"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_31"},{"key":"ref46","first-page":"2017","article-title":"Spatial transformer networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"28","author":"Jaderberg"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.476"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.207"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00244"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00236"},{"key":"ref51","first-page":"2363","article-title":"Deciding how to decide: Dynamic routing in artificial neural networks","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","author":"McGill"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref54","article-title":"FractalNet: Ultra-deep neural networks without residuals","author":"Larsson","year":"2016","journal-title":"arXiv:1605.07648"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_39"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2019.00040"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.21413"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298904"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2017.2776228"},{"key":"ref60","article-title":"Kymatio: Scattering transforms in Python","author":"Andreux","year":"2018","journal-title":"arXiv:1812.11214"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.23919\/URSIAP-RASC.2019.8738393"},{"key":"ref62","first-page":"1","article-title":"Image complexity metrics for automatic target recognizers","volume-title":"Proc. Autom. Target Recognizer Syst. Technol. Conf.","author":"Peters"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1973.4309314"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2896492"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10547160\/09964096.pdf?arnumber=9964096","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,5]],"date-time":"2024-06-05T14:03:17Z","timestamp":1717596197000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9964096\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":67,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2022.3223212","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}