Grenoble, 2008/09/08 VHR Systems Missions Challenges New processing approaches Good old time of complete manual photo-interpretation is over The same stands for naive hopes of fully automatic information extraction semi-supervised approaches are needed, but not only for classification registration, change detection, object recognition, etc. SSA can be build upon active learning and content-based indexing, for instance About content-based indexing it needs to be specific to the application domain to be designed in close collaboration with users Web-aware approaches compatible with open standards may be very useful Grenoble, 2008/09/08 VHR Systems Missions Challenges Supervised object segmentation
5
Embed
New processing approaches - gipsa-lab.grenoble-inp.fr
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Grenoble, 2008/09/08
VHR Systems Missions Challenges
New processing approaches
I Good old time of complete manual photo-interpretation isover
I The same stands for naive hopes of fully automaticinformation extraction
I semi-supervised approaches are needed, but not only forclassification
I registration, change detection, object recognition, etc.I SSA can be build upon active learning and content-based
indexing, for instanceI About content-based indexing
I it needs to be specific to the application domainI to be designed in close collaboration with users
I Web-aware approaches compatible with open standardsmay be very useful
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Supervised object segmentation
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Supervised object segmentation
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Supervised change detection
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Hot topicsExamples of users’s needs
I Extracting shallow water bathymetry from Pleiades imagesI Monitoring harbor developmentI Anchorage zonesI Mobil-home, caravaning monitoringI Damage management after fires or explosions in urban
areasI Duration of immersion during a floodI Scale adapting space mapI Locating underground water in arid zonesI Trees alignments outside forestsI Farming practices monitoringI Organization of the plants inside the parcelsI ...
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Hot topics -2-Examples of objects of interest
I Hospitals, schools, commercial areas, ...I Ship tracking, people gatherings, ...I Car parks, hydro networks, bridges, dykes, ...I ...
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Viewing angleFront
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Viewing angleRear
Grenoble, 2008/09/08
VHR Systems Missions Challenges
Geometry issues
I How to precisely register the imagesI ... without knowing the DEM!
I Hidden faces ...I Localization error depends on the DEM quality and
therefore independent of the resolution ...I ... it is therefore – in pixels – proportional to resolution!