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プロフィール詳細
Dr. Emmanuel M.に依頼
United Kingdom
Software engineering | Startup MVPs | Data Science | Optimization | Applied Maths
プロフィール概要
専門分野
サービス
Research
Feasibility Study,
Fact Checking,
Scientific and Technical Research,
Systematic Literature Review
Consulting
Business Strategy Consulting,
Digital Strategy Consulting,
Scientific and Technical Consulting
Data & AI
Predictive Modeling,
Statistical Analysis,
Algorithm Design-Non ML,
Algorithm Design-ML,
Data Visualization,
Big Data Analytics,
Data Processing,
Data Insights
Product Development
Formulation,
Recipe Development,
Product Evaluation,
Product Validation,
Concept Development,
Prototyping
職務経験
Software Engineer and Data Scientist
Vodafone, TUI, Trippers, XWatts, and more
4月 2020 - 現在
Senior Data Scientist
Expedia
11月 2018 - 3月 2020
Data Scientist
Option Way
3月 2018 - 11月 2018
学歴
Computer Science PhD
Université de Nice-Sophia Antipolis - France
5月 2014 - 6月 2017
認定資格
- 認定資格の詳細は未入力です。
出版物
JOURNAL ARTICLE
et al., Emmanuel Maggiori, Pedram Ghamisi, Shutao Li, Roberto Souza, Yuliya Tarablaka, Gabriele Moser, Andrea De Giorgi, Leyuan Fang, Yushi Chen, Mingmin Chi(2018). New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning . IEEE Geoscience and Remote Sensing Magazine. 6. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 10--43. Institute of Electrical and Electronics Engineers ({IEEE})
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez(2017). High-Resolution Aerial Image Labeling With Convolutional Neural Networks . IEEE Transactions on Geoscience and Remote Sensing. 55. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 7092--7103. Institute of Electrical and Electronics Engineers ({IEEE})
Emmanuel Maggiori, Guillaume Charpiat, Yuliya Tarabalka, Pierre Alliez(2017). Recurrent Neural Networks to Correct Satellite Image Classification Maps . IEEE Transactions on Geoscience and Remote Sensing. 55. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 4962--4971. Institute of Electrical and Electronics Engineers ({IEEE})
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez(2017). Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification . IEEE Transactions on Geoscience and Remote Sensing. 55. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 645--657. Institute of Electrical and Electronics Engineers ({IEEE})
Emmanuel Maggiori, Hugo Luis Manterola, Mariana del Fresno(2015). Perceptual grouping by tensor voting: a comparative survey of recent approaches . IET Computer Vision. 9. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 259--277. Institution of Engineering and Technology ({IET})
Emmanuel Maggiori, Pablo Lotito, Hugo Luis Manterola, Mariana del Fresno(2014). Comments on “A Closed-Form Solution to Tensor Voting: Theory and Applications” . IEEE Transactions on Pattern Analysis and Machine Intelligence. 36. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2567--2568. Institute of Electrical and Electronics Engineers ({IEEE})
CONFERENCE PAPER
Maggiori, E., Tarabalka, Y., Charpiat, G., Alliez, P.(2018). Polygonization of remote sensing classification maps by mesh approximation . Proceedings - International Conference on Image Processing, ICIP. 2017-September. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 560-564.
Maggiori, E., Tarabalka, Y., Charpiat, G., Alliez, P.(2017). Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark . International Geoscience and Remote Sensing Symposium (IGARSS). 2017-July. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3226-3229.
Maggiori, E., Tarabalka, Y., Charpiat, G., Alliez, P.(2017). High-resolution image classification with convolutional networks . International Geoscience and Remote Sensing Symposium (IGARSS). 2017-July. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5157-5160.
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez(2016). Fully convolutional neural networks for remote sensing image classification . 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). {IEEE}
Maggiori, E., Tarabalka, Y., Charpiat, G., Alliez, P.(2016). Fully convolutional neural networks for remote sensing image classification . International Geoscience and Remote Sensing Symposium (IGARSS). 2016-November. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5071-5074.
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat(2015). Improved partition trees for multi-class segmentation of remote sensing images . 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical {\&} Electronics Engineers ({IEEE})
Maggiori, E., Tarabalka, Y., Charpiat, G.(2015). Improved partition trees for multi-class segmentation of remote sensing images . International Geoscience and Remote Sensing Symposium (IGARSS). 2015-November. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1016-1019.
Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat(2015). Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior . Procedings of the British Machine Vision Conference 2015. British Machine Vision Association and Society for Pattern Recognition
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