Prati
Alexandre Delplanque
Alexandre Delplanque
PhD candidate, University of Liège - Gembloux Agro-Bio Tech
Potvrđena adresa e-pošte na uliege.be
Naslov
Citirano
Citirano
Godina
Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks
A Delplanque, S Foucher, P Lejeune, J Linchant, J Théau
Remote Sensing in Ecology and Conservation 8 (2), 166-179, 2022
352022
From crowd to herd counting: How to precisely detect and count African mammals using aerial imagery and deep learning?
A Delplanque, S Foucher, J Théau, E Bussière, C Vermeulen, P Lejeune
ISPRS Journal of Photogrammetry and Remote Sensing 197, 167-180, 2023
122023
Surveying wildlife and livestock in Uganda with aerial cameras: Deep Learning reduces the workload of human interpretation by over 70%
A Delplanque, R Lamprey, S Foucher, J Theau, P Lejeune
Frontiers in Ecology and Evolution 11, 2023
22023
Counting African mammal herds in aerial imagery using deep learning: are anchor-based algorithms the most suitable?
A Delplanque, S Foucher, P Lejeune, J Théau
10th International Conference on Agro-Geoinformatics and 43rd Canadian …, 2022
12022
Wildlife detection, counting and survey using satellite imagery: are we there yet?
A Delplanque, J Théau, S Foucher, G Serati, S Durand, P Lejeune
GIScience & Remote Sensing 61 (1), 2348863, 2024
2024
How can AI be integrated into aerial surveys of African wildlife? Results of a semi-automatic approach in Comoé National Park
A Delplanque
Journée de conférences “Étude et conservation de la faune en milieux …, 2023
2023
HerdNet: A new CNN for accurate counting of African mammal herds in aerial imagery
A Delplanque
Forest Is Life Seminar, 2023
2023
Towards the automation of large mammal aerial survey in Africa
A Delplanque, S Foucher, P Lejeune, J Théau
Ecological Society of America (ESA) and Canadian Society for Ecology and …, 2022
2022
Le Deep Learning au service des inventaires aériens de la grande faune africaine
A Delplanque, P Lejeune, J Théau, S Foucher
Journée de conférences:" Étude et conservation de la faune en milieux …, 2021
2021
Identifying African mammal species in aerial images with object detection algorithms
A Delplanque
Université de Liège, Liège, Belgique, 2020
2020
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