Grant: Engage Grants Program
Université du Québec en Outaouais
$25,000.00
Development of an adaptive multi-scale attention focusing mechanism for automated remote-sensing data fusion and analysis
EF 2009-10
Résumé
Retrieval of environmental parameters required by Noetix Research environment monitoring and
decision-support systems is to a large extent based on the integration of multi-source remote sensing data. It is
an important challenge to extract pertinent information from multi- or hyper-spectral sensors of different
resolution, which produce intricate, high-dimensional, nonlinear data. The objective of the work carried out in
this project is the development of such multi-scale attention-focusing and filtering methods that would allow
for the automation of remote-sensing data fusion and analysis. The project features novel hybrid Computational
Intelligence and adaptive spatio-temporal filtering methods used for fusing satellite data and enhancing the
natural scene recognition and interpretation process. The primary application areas targeted by the project are
inland water quality monitoring and sustainable agriculture. The project is of particular relevance to the
company's Water Quality service, and will provide the Noetix software with the capacity for advanced data
fusion and exploratory analysis.
Programme
Engage Grants Program
Bénéficiaire
Emplacement
Quebec, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
395374-2009
Name nom
Zaremba, Marek
Department département
Informatique et d'ingénierie
Organization id
54
Institution établissement
Université du Québec en Outaouais
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2009
Competition year année de concours
2009
Award amount
25000
Program id
EGP
Program nane en
Engage Grants Program
Program name fr
Programme de subventions d'engagement partenariat
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1552
Committee name en
Quebec Internal Decision Committee
Committee name fr
Comité de décision interne pour le Québec
Area of application code
409
Area of application group en
Environment
Area of application group fr
Environnement
Area of application en
Environmental impact of economic activities (including agriculture)
Area of application fr
Effet des activités économiques sur l'environnement (y compris agriculture)
Research subject code
2510
Research subject group en
Electrical and electronic engineering
Research subject group fr
Génie électrique et électronique
Research subject en
Adaptive, learning and evolutionary systems
Research subject fr
Systèmes d'apprentissage adaptatifs et évolutifs
Partie
1
Nb partie
1
Application title
Development of an adaptive multi-scale attention focusing mechanism for automated remote-sensing data fusion and analysis
Keyword
NA
Application summary
Retrieval of environmental parameters required by Noetix Research environment monitoring and
decision-support systems is to a large extent based on the integration of multi-source remote sensing data. It is
an important challenge to extract pertinent information from multi- or hyper-spectral sensors of different
resolution, which produce intricate, high-dimensional, nonlinear data. The objective of the work carried out in
this project is the development of such multi-scale attention-focusing and filtering methods that would allow
for the automation of remote-sensing data fusion and analysis. The project features novel hybrid Computational
Intelligence and adaptive spatio-temporal filtering methods used for fusing satellite data and enhancing the
natural scene recognition and interpretation process. The primary application areas targeted by the project are
inland water quality monitoring and sustainable agriculture. The project is of particular relevance to the
company's Water Quality service, and will provide the Noetix software with the capacity for advanced data
fusion and exploratory analysis.