{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T05:32:33Z","timestamp":1772861553146,"version":"3.50.1"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/soli.2018.8476795","type":"proceedings-article","created":{"date-parts":[[2018,10,22]],"date-time":"2018-10-22T20:31:19Z","timestamp":1540240279000},"page":"279-284","source":"Crossref","is-referenced-by-count":72,"title":["A Deep Learning-Based Approach for Road Pothole Detection in Timor Leste"],"prefix":"10.1109","author":[{"given":"Vosco","family":"Pereira","sequence":"first","affiliation":[]},{"given":"Satoshi","family":"Tamura","sequence":"additional","affiliation":[]},{"given":"Satoru","family":"Hayamizu","sequence":"additional","affiliation":[]},{"given":"Hidekazu","family":"Fukai","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","journal-title":"Timor-Leste-Strategic-Plan-2011-2030"},{"key":"ref2","journal-title":"Roads-for-development-project-document"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/DCABES.2010.115"},{"key":"ref4","article-title":"Deep LearningBased Crack Damage Detection Using Convolutional Neural Networks","author":"Cha","year":"2017"},{"key":"ref5","volume-title":"Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone","author":"Maeda"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2006.1716193"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12297"},{"key":"ref8","doi-asserted-by":"crossref","article-title":"Road Crack Detection Using Deep Convolutional Neural Network","author":"Zhang","DOI":"10.1109\/ICIP.2016.7533052"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2016.12.004"},{"key":"ref10","article-title":"Detecting potholes using simple image processing techniques and real-world footage","volume-title":"SATC","author":"Nienaber"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2015.69"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"ref13","article-title":"Rectified Linear Units Improve Restricted Boltzmann Machines","volume-title":"Appearing in Proceedings of the 27th International Conference on Machine Learning","author":"Nair"},{"key":"ref14","article-title":"Adam: A Method For Stochastic Optimization","author":"Kingma","journal-title":"Arxiv"},{"key":"ref15","first-page":"1929","article-title":"Dropout: A Simple Way to Prevent Neural Networks from Overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"ref16","author":"Chollet","year":"2015","journal-title":"Keras, GitHub"},{"key":"ref17","author":"Abadi","year":"2015","journal-title":"TensorFlow: Large-scale machine learning on heterogeneous systems"},{"key":"ref18","first-page":"2825","article-title":"Scikit-learn: Machine Learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref19","first-page":"79","article-title":"A Deep Learning - based Approach for Banana Leaf Diseases Classification","author":"Amara","year":"2017","journal-title":"Lecture Notes in Informatics (LNI), Gesellschaft fr Informatik, Bonn"},{"key":"ref20","volume-title":"Road video data"},{"key":"ref21","volume-title":"Road video data"}],"event":{"name":"2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","location":"Singapore","start":{"date-parts":[[2018,7,31]]},"end":{"date-parts":[[2018,8,2]]}},"container-title":["2018 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8456807\/8476692\/08476795.pdf?arnumber=8476795","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,23]],"date-time":"2024-01-23T18:57:51Z","timestamp":1706036271000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8476795\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/soli.2018.8476795","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}