Naam
Naam S Srivastava MSc
RoepnaamShivangi
Emailshivangi.srivastava@wur.nl

Werk
OmschrijvingPromovendus
OrganisatieDepartement Omgevingswetenschappen
OrganisatieeenheidLaboratorium voor Geo-informatiekunde en Remote Sensing
OmschrijvingPromovendus
OrganisatieDepartement Omgevingswetenschappen
OrganisatieeenheidLaboratorium voor Geo-informatiekunde en Remote Sensing

Biografie

My research interests are in machine learning, deep learning, remote sensing, multi-modal data fusion, social media. I am interested to explore how social media data along with geo-spatial information could help enhance our understanding of human activities in cities or land-use characterization. 

Short CV  :

Aug 2017-: PhD student at Wageningen University and Research

2015- 2017: PhD student, University of Zurich (Switzerland)

2014-2015: Masters in Applied Mathematics, Vision and Learning at Ecole Centrale Paris and ENS Cachan (France)

2011-2013: Joint European Master of Science in Nuclear Fusion Science and Engineering Physics (Europe) 

2009-2011: Industry experience

2005-2009: Bachelor of Electrical Engineering at Delhi College of Engineering, Delhi University

Conferences:

1)  Joint height estimation and semantic labeling or monocular aerial images with CNNs

2)  Land-use characterization using Google Street View pictures and OpenStreetMap

3) Multi-label Building Functions Classification from Ground Pictures using Convolutional Neural Networks

Journals:

1) Fine Grained Landuse Characterization Using Ground-based Pictures: a deep learning solution based on globally available data

2) Understanding urban land use from the above and ground perspectives: a deep learning, multimodal solution


Expertiseprofiel
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