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Giona Matasci
Giona Matasci
Jumio
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Jaar
Large-area mapping of Canadian boreal forest cover, height, biomass and other structural attributes using Landsat composites and lidar plots
G Matasci, T Hermosilla, MA Wulder, JC White, NC Coops, GW Hobart, ...
Remote sensing of environment 209, 90-106, 2018
2672018
Learning relevant image features with multiple-kernel classification
D Tuia, G Camps-Valls, G Matasci, M Kanevski
IEEE Transactions on Geoscience and Remote Sensing 48 (10), 3780-3791, 2010
2492010
Semisupervised transfer component analysis for domain adaptation in remote sensing image classification
G Matasci, M Volpi, M Kanevski, L Bruzzone, D Tuia
IEEE Transactions on Geoscience and Remote Sensing 53 (7), 3550-3564, 2015
2382015
Three decades of forest structural dynamics over Canada's forested ecosystems using Landsat time-series and lidar plots
G Matasci, T Hermosilla, MA Wulder, JC White, NC Coops, GW Hobart, ...
Remote Sensing of Environment 216, 697-714, 2018
1492018
SVM-based boosting of active learning strategies for efficient domain adaptation
G Matasci, D Tuia, M Kanevski
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012
902012
Assessing rockfall susceptibility in steep and overhanging slopes using three-dimensional analysis of failure mechanisms
B Matasci, GM Stock, M Jaboyedoff, D Carrea, BD Collins, A Guérin, ...
Landslides, 1-20, 2017
882017
Spatio-temporal avalanche forecasting with Support Vector Machines
A Pozdnoukhov, G Matasci, M Kanevski, RS Purves
Natural Hazards and Earth System Sciences 11 (2), 367-382, 2011
492011
Mapping tree canopies in urban environments using airborne laser scanning (ALS): a Vancouver case study
G Matasci, NC Coops, DAR Williams, N Page
Forest Ecosystems 5, 1-9, 2018
432018
Understanding angular effects in VHR imagery and their significance for urban land-cover model portability: A study of two multi-angle in-track image sequences
G Matasci, N Longbotham, F Pacifici, M Kanevski, D Tuia
ISPRS Journal of Photogrammetry and Remote Sensing 107, 99-111, 2015
402015
Semi-supervised multiview embedding for hyperspectral data classification
M Volpi, G Matasci, M Kanevski, D Tuia
Neurocomputing 145, 427-437, 2014
272014
Transfer component analysis for domain adaptation in image classification
G Matasci, M Volpi, D Tuia, M Kanevski
Image and signal processing for remote sensing XVII 8180, 125-133, 2011
212011
A WebGIS platform for the monitoring of Farm Animal Genetic Resources (GENMON)
S Duruz, C Flury, G Matasci, F Joerin, I Widmer, S Joost
PloS one 12 (4), e0176362, 2017
192017
Object-based urban landcover mapping methodology using high spatial resolution imagery and airborne laser scanning
DAR Williams, G Matasci, NC Coops, SE Gergel
Journal of Applied Remote Sensing 12 (4), 046020-046020, 2018
172018
Deep learning for vessel detection and identification from spaceborne optical imagery
G Matasci, J Plante, K Kasa, P Mousavi, A Stewart, A Macdonald, ...
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2021
62021
Learning the relevant image features with multiple kernels
D Tuia, G Matasci, G Camps-Valls, M Kanevski
2009 IEEE International Geoscience and Remote Sensing Symposium 2, II-65-II-68, 2009
62009
Modeling the shading effect of Vancouver’s urban tree canopy in relation to neighborhood variations
Y Lu, J McCarty, J Sezto, Z Cheng, N Martino, C Girling, A Rysanek, ...
Arboriculture & Urban Forestry (AUF) 48 (2), 95-112, 2022
52022
Investigating feature extraction for domain adaptation in remote sensing image classification
G Matasci, L Bruzzone, M Volpi, D Tuia, M Kanevski
International Conference on Pattern Recognition Applications and Methods 2 …, 2013
42013
Domain separation for efficient adaptive active learning
G Matasci, D Tuia, M Kanevski
2011 IEEE International Geoscience and Remote Sensing Symposium, 3716-3719, 2011
42011
Unsupervised behaviour anomaly detection from fixed camera full motion video
AJ Macdonald, M Lim, E Prystay, G Matasci, L Martin-Boyd, A Webster, ...
Artificial Intelligence and Machine Learning in Defense Applications II …, 2020
32020
A space-time data cube: Multi-temporal forest structure maps from landsat and lidar
G Matasci, T Hermosilla, MA Wulder, JC White, GW Hobart, HSJ Zald, ...
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
22017
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Artikelen 1–20