{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:37:04Z","timestamp":1740101824962,"version":"3.37.3"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T00:00:00Z","timestamp":1682467200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T00:00:00Z","timestamp":1682467200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100019370","name":"Foundation for Science and Technology","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100019370","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,4,26]]},"DOI":"10.1109\/icarsc58346.2023.10129562","type":"proceedings-article","created":{"date-parts":[[2023,5,25]],"date-time":"2023-05-25T17:28:05Z","timestamp":1685035685000},"page":"50-55","source":"Crossref","is-referenced-by-count":0,"title":["ECE-based Deep Ensemble for Neural Network Calibration in Satellite Image Classification"],"prefix":"10.1109","author":[{"given":"Pedro","family":"Conde","sequence":"first","affiliation":[{"name":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal"}]},{"given":"Tiago","family":"Barros","sequence":"additional","affiliation":[{"name":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal"}]},{"given":"Cristiano","family":"Premebida","sequence":"additional","affiliation":[{"name":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal"}]},{"given":"Urbano J.","family":"Nunes","sequence":"additional","affiliation":[{"name":"University of Coimbra,Institute of Systems and Robotics,Coimbra,Portugal"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref12","article-title":"Simple and scalable predictive uncertainty estimation using deep ensembles","volume":"30","author":"lakshminarayanan","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref15","article-title":"Obtaining well calibrated probabilities using bayesian binning","author":"naeini","year":"2015","journal-title":"Twenty-Ninth AAAI Conference on Artificial Intelligence"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijdrr.2019.101111"},{"key":"ref11","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","volume":"25","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2845668"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2783902"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3005403"},{"key":"ref17","article-title":"Measuring calibration in deep learning","volume":"2","author":"nixon","year":"2019","journal-title":"CVPR Workshops"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102430"},{"article-title":"Regularizing neural networks by penalizing confident output distributions","year":"2017","author":"pereyra","key":"ref19"},{"key":"ref18","article-title":"Can you trust your model’s uncertainty? evaluating predictive uncertainty under dataset shift","volume":"32","author":"ovadia","year":"2019","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref24","first-page":"6105","article-title":"Efficientnet: Rethinking model scaling for convolutional neural networks","author":"tan","year":"2019","journal-title":"International Conference on Machine Learning"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00293"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.landurbplan.2020.103921"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.895830"},{"key":"ref20","first-page":"61","article-title":"Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods","volume":"10","author":"platt","year":"1999","journal-title":"Advances in Large Margin Classifiers"},{"article-title":"Very deep convolutional networks for large-scale image recognition","year":"2014","author":"simonyan","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref28","first-page":"609","article-title":"Obtaining calibrated probability estimates from decision trees and naive bayesian classifiers","volume":"1","author":"zadrozny","year":"2001","journal-title":"ICML"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1869790.1869829"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/775107.775151"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"ref7","first-page":"1321","article-title":"On calibration of modern neural networks","author":"guo","year":"2017","journal-title":"International Conference on Machine Learning"},{"key":"ref9","first-page":"770","article-title":"Deep residual learning for image recognition","author":"he","year":"2016","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref3","article-title":"Adaptive-tta: accuracy-consistent weighted test time augmentation method for the uncertainty calibration of deep learning classifiers","author":"conde","year":"2022","journal-title":"33rd British Machine Vision Conference 2022 BMVC 2022"},{"key":"ref6","article-title":"Practical variational inference for neural networks","volume":"24","author":"graves","year":"2011","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11269-010-9639-3"}],"event":{"name":"2023 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)","start":{"date-parts":[[2023,4,26]]},"location":"Tomar, Portugal","end":{"date-parts":[[2023,4,27]]}},"container-title":["2023 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10129439\/10129537\/10129562.pdf?arnumber=10129562","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,12]],"date-time":"2023-06-12T17:55:10Z","timestamp":1686592510000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10129562\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,26]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icarsc58346.2023.10129562","relation":{},"subject":[],"published":{"date-parts":[[2023,4,26]]}}}