{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:18:28Z","timestamp":1787012308879,"version":"3.56.0"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/ijcnn48605.2020.9206854","type":"proceedings-article","created":{"date-parts":[[2020,9,29]],"date-time":"2020-09-29T20:40:33Z","timestamp":1601412033000},"page":"1-8","source":"Crossref","is-referenced-by-count":28,"title":["A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection"],"prefix":"10.1109","author":[{"given":"Gioele","family":"Ciaparrone","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francesco","family":"Bardozzo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mattia Delli","family":"Priscoli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juanita","family":"Londono Kallewaard","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maycol Ruiz","family":"Zuluaga","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roberto","family":"Tagliaferri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","article-title":"imgaug","author":"jung","year":"2018"},{"key":"ref38","article-title":"Keras","author":"chollet","year":"2015"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6706919"},{"key":"ref32","first-page":"1889","article-title":"Deep learning with kernel regularization for visual recognition","author":"yu","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref31","first-page":"740","article-title":"Microsoft coco: Common objects in&#x00B4; context","author":"lin","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1007\/978-3-030-01424-7_27","article-title":"A survey on deep transfer learning","author":"tan","year":"2018","journal-title":"Artificial Neural Networks and Machine Learning &#x2013; ICANN 2018"},{"key":"ref37","article-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","author":"abadi","year":"2015","journal-title":"software available from tensorflow org"},{"key":"ref36","article-title":"The OpenCV Library","author":"bradski","year":"2000","journal-title":"Dr Dobb&#x2019;s J Softw Tools"},{"key":"ref35","article-title":"The effectiveness of data augmentation in image classification using deep learning","author":"perez","year":"2017"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1198\/10618600152418584"},{"key":"ref10","article-title":"Endoscopy artifact detection (ead 2019) challenge dataset","author":"ali","year":"2019"},{"key":"ref40","author":"salton","year":"1986","journal-title":"Introduction to Modern Information Retrieval"},{"key":"ref11","article-title":"A deep learning framework for quality assessment and restoration in video endoscopy","author":"ali","year":"2019"},{"key":"ref12","first-page":"56","article-title":"Applying faster r-cnn for object detection on malaria images","author":"hung","year":"2017","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.01.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00464-012-2355-8"},{"key":"ref15","first-page":"1","article-title":"Method in collision detection and interaction between rigid surgical tools and deformable organs","author":"dy","year":"2014","journal-title":"SIGGRAPH Asia 2014 Posters"},{"key":"ref16","first-page":"234","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.9987","article-title":"Building a large scale dataset for image emotion recognition: The fine print and the benchmark","author":"you","year":"2016","journal-title":"THIRTIETH AAAI Conference on Artificial Intelligence"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247954"},{"key":"ref28","first-page":"91","article-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2017.8037183"},{"key":"ref27","first-page":"2359","article-title":"Fully convolutional instanceaware semantic segmentation","author":"li","year":"2017","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2018.00095"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8545174"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2900672"},{"key":"ref8","article-title":"Multi-digit number recognition from street view imagery using deep convolutional neural networks","author":"goodfellow","year":"2013"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2856402"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.071"},{"key":"ref9","first-page":"1863","article-title":"Autonomous detection of disruptions in the intensive care unit using deep mask r-cnn","author":"rohit malhotra","year":"2018","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.01.027"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00096"},{"key":"ref22","article-title":"Mask editor: an image annotation tool for image segmentation tasks","author":"zhang","year":"2018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350535"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2003.1292216"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.269"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10584-0_20"},{"key":"ref23","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICIF.2006.301574"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"},{"key":"ref43","article-title":"Correlation maximized structural similarity loss for semantic segmentation","author":"zhao","year":"2019"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"}],"event":{"name":"2020 International Joint Conference on Neural Networks (IJCNN)","location":"Glasgow, United Kingdom","start":{"date-parts":[[2020,7,19]]},"end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9200848\/9206590\/09206854.pdf?arnumber=9206854","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,21]],"date-time":"2022-11-21T01:23:09Z","timestamp":1668993789000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9206854\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn48605.2020.9206854","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}