{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T20:29:29Z","timestamp":1790800169250,"version":"4.1.0"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,1,10]]},"DOI":"10.1109\/icpr48806.2021.9413098","type":"proceedings-article","created":{"date-parts":[[2021,5,5]],"date-time":"2021-05-05T22:15:54Z","timestamp":1620252954000},"page":"31-38","source":"Crossref","is-referenced-by-count":16,"title":["EM-net: Deep learning for electron microscopy image segmentation"],"prefix":"10.1109","author":[{"given":"Afshin","family":"Khadangi","sequence":"first","affiliation":[{"name":"University of Melbourne,Department of Biomedical Engineering,Victoria,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Boudier","sequence":"additional","affiliation":[{"name":"Institute of Molecular Biology, Academia Sinica,Taipei,Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vijay","family":"Rajagopal","sequence":"additional","affiliation":[{"name":"University of Melbourne,Department of Biomedical Engineering,Victoria,Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","year":"2015","journal-title":"others F C a Keras"},{"key":"ref32","article-title":"Efficient object localisation using convolutional networks","author":"tompson","year":"0","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref31","author":"liu","year":"2019","journal-title":"On the variance of the adaptive learning rate and beyond"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/nature14614"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.262"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32239-7_79"},{"key":"ref35","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"0","journal-title":"Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref34","author":"lafayette","year":"2016","journal-title":"Spartan Performance and Flexibility an HPC-Cloud Chimera"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-018-0106-z"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref13","article-title":"Deep contextual networks for neuronal structure segmentation","author":"chen","year":"0","journal-title":"THIRTIETH AAAI Conference on Artificial Intelligence"},{"key":"ref14","author":"quan","year":"2016","journal-title":"Fusionnet A deep fully residual convolutional neural network for image segmentation in connectomics"},{"key":"ref15","article-title":"Deep neural networks segment neuronal membranes in electron microscopy images","author":"ciresan","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/nature12346"},{"key":"ref17","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"0","journal-title":"12th USENIX Symposium on Operating Systems Design and Implementation ( OSDI 16)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref19","article-title":"Rectifier nonlinearities improve neural network acoustic models","author":"maas","year":"0","journal-title":"Proc ICML"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-016-9884-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2011.5872394"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2018.8621515"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1002340"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1000502"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0038011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2016.7737933"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-31284-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16220-1_26"},{"key":"ref9","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"0","journal-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-019-0962-1"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1162\/neco.1989.1.4.541","article-title":"Backpropagation applied to handwritten zip code recognition","volume":"1","author":"le cun","year":"1989","journal-title":"Neural Computation"},{"key":"ref22","author":"ioffe","year":"2015","journal-title":"Batch Normalization Accelerating Deep Network Training by Reducing Internal Covariate Shift"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46976-8_19"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.celrep.2017.03.063"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3389\/fnana.2015.00142"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref25","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"}],"event":{"name":"2020 25th International Conference on Pattern Recognition (ICPR)","location":"Milan, Italy","start":{"date-parts":[[2021,1,10]]},"end":{"date-parts":[[2021,1,15]]}},"container-title":["2020 25th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9411940\/9411911\/09413098.pdf?arnumber=9413098","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T20:09:13Z","timestamp":1659470953000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9413098\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,10]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/icpr48806.2021.9413098","relation":{},"subject":[],"published":{"date-parts":[[2021,1,10]]}}}