Maarit Middleton

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 9

Top Topics

Surface Curvature

Top Venues

Comput. Geosci.

Publications

Fahimeh Farahnakian, Luca Zelioli, Timo Pitkänen, Jonne Pohjankukka, Maarit Middleton, Sakari Tuominen, Paavo Nevalainen, Jukka Heikkonen
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland. FUSION (2023)
Alireza Hamedianfar, Kati Laakso, Maarit Middleton, Tuomo Törmänen, Juha Köykkä, Johanna Torppa
Leveraging High-Resolution Long-Wave Infrared Hyperspectral Laboratory Imaging Data for Mineral Identification Using Machine Learning Methods. Remote. Sens. 15 (19) (2023)
Fahimeh Farahnakian, Luca Zelioli, Maarit Middleton, Iiro Seppä, Timo P. Pitkänen, Jukka Heikkonen
CNN-based Boreal Peatland Fertility Classification from Sentinel-1 and Sentinel-2 Imagery. ROSE (2023)
Dominika Miksová, Peter Filzmoser, Maarit Middleton
Imputation of values above an upper detection limit in compositional data. Comput. Geosci. 136 (2020)
Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala
The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers. Data Min. Knowl. Discov. 33 (3) (2019)
Christopher M. Yeomans, Maarit Middleton, Robin K. Shail, Stephen Grebby, Paul A. J. Lusty
Integrated Object-Based Image Analysis for semi-automated geological lineament detection in southwest England. Comput. Geosci. 123 (2019)
Kati Laakso, Maarit Middleton, T. Heinig, R. Bärs, P. Lintinen
Assessing the ability to combine hyperspectral imaging (HSI) data with Mineral Liberation Analyzer (MLA) data to characterize phosphate rocks. Int. J. Appl. Earth Obs. Geoinformation 69 (2018)
Paavo Nevalainen, Maarit Middleton, Raimo Sutinen, Jukka Heikkonen, Tapio Pahikkala
Detecting Terrain Stoniness From Airborne Laser Scanning Data. Remote. Sens. 8 (9) (2016)
Paavo Nevalainen, Maarit Middleton, Ilkka Kaate, Tapio Pahikkala, Raimo Sutinen, Jukka Heikkonen
Detecting stony areas based on ground surface curvature distribution. IPTA (2015)