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Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach

Osmar Luiz Ferreira de Carvalho, Osmar Abílio de Carvalho Júnior, Anesmar Olino de Albuquerque, Pablo Pozzobon de Bem, Cristiano Rosa Silva, Pedro Henrique Guimarães Ferreira, Rebeca dos Santos de Moura, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Díbio Leandro Borges
2020 Remote Sensing  
The proposed methodology is innovative and suitable for many other remote sensing problems and medical imagery that often present more channels.  ...  Instance segmentation is the state-of-the-art in object detection, and there are numerous applications in remote sensing data where these algorithms can produce significant results.  ...  Special thanks are given to the research group of the Laboratory of Spatial Information System of the University of Brasilia for technical support.  ... 
doi:10.3390/rs13010039 fatcat:sdyvfdyjmnbq5cbdgb2llv6kam

Geospatial Sciences and Space Law: Legal Aspects of Earth Observation, Remote Sensing and Geoscientific Ground Investigations in Africa

Gbenga Oduntan
2019 Geosciences  
Earth observation, remote sensing and geoscientific ground investigation increasingly occupy vantage positions in the legal order of states, particularly in evidential terms and in the verification of  ...  The paper will test the hypothesis that it is crucial for the development of the continent especially in the areas mentioned above that states should sustain and increase investment in the following areas  ...  Both old aerial photographs and other more modern remote-sensing methodologies like Lidar technology, LIDAR-Light Detection and Ranging-is a remote sensing method used to examine the surface of the Earth  ... 
doi:10.3390/geosciences9040149 fatcat:xrkqhysw55hmpetl6h3n54zdqu

Early Warning Systems for Transportation Infrastructures : Workshop 9 - 10 February 2009 Fraunhofer IITB Karlsruhe Karlsruhe Institute of Technology (KIT) ; Programme & Abstracts

Münch U., Buchmann Alfons, U. Münch, Alfons Buchmann
For the latter, early warning is crucial not only because of the long braking times of trains but also because of the high demands on track geometry and stability necessary for safe train operation.  ...  Major workshop topics were– seismic early warning and sensors,– early warning of endangered trains,– damage assessment for railway infrastructure,– modern geo-standard based information systems,– train  ...  The work undertaken was supported by the SAFER (Seismic eArly warning For EuRope, European Commission proposal no. 036935) and EDIM (Earthquake Data Information system for the Marmara Sea, Turkey,G erman  ... 
doi:10.2312/ fatcat:6i3pu47phncmjjle3azxcmnmvm