Back
  1. Home
  2. Profile of Alexandre Delplanque (ULiège)
Profil

Delplanque Alexandre

Département GxABT > Gestion des ressources forestières

TERRA Research Centre

See author's contact details
ORCID
0000-0003-3722-7076
Main Referenced Co-authors
Foucher, Samuel (7)
Lejeune, Philippe  (7)
Théau, Jérôme (7)
Bussière, Elsa (1)
Durand, Simon (1)
Main Referenced Keywords
deep learning (5); remote sensing (4); wildlife (4); aerial imagery (3); aerial survey (3);
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (6)
Computer science (5)
Environmental sciences & ecology (4)
Agriculture & agronomy (3)
Life sciences: Multidisciplinary, general & others (3)

Publications (total 9)

The most downloaded
76 downloads
Delplanque, A., Foucher, S., Lejeune, P., Linchant, J., & Théau, J. (2021). Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks. Remote Sensing in Ecology and Conservation, 14. doi:10.1002/rse2.234 https://hdl.handle.net/2268/262566

The most cited

17 citations (Scopus®)

Delplanque, A., Foucher, S., Lejeune, P., Linchant, J., & Théau, J. (2021). Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks. Remote Sensing in Ecology and Conservation, 14. doi:10.1002/rse2.234 https://hdl.handle.net/2268/262566

Delplanque, A., Théau, J., Foucher, S., Serati, G., Durand, S., & Lejeune, P. (09 May 2024). Wildlife detection, counting and survey using satellite imagery: are we there yet? GIScience and Remote Sensing, 61 (1). doi:10.1080/15481603.2024.2348863
Peer Reviewed verified by ORBi

Delplanque, A., Lamprey, R., Foucher, S., Théau, J., & Lejeune, P. (17 November 2023). Surveying wildlife and livestock in Uganda with aerial cameras: Deep Learning reduces the workload of human interpretation by over 70%. Frontiers in Ecology and Evolution, 11. doi:10.3389/fevo.2023.1270857
Peer Reviewed verified by ORBi

Delplanque, A. (13 November 2023). How can AI be integrated into aerial surveys of African wildlife? Results of a semi-automatic approach in Comoé National Park [Paper presentation]. Journée de conférences “Étude et conservation de la faune en milieux tropicaux et tempérés”, Gembloux, Belgium.

Delplanque, A. (07 April 2023). HerdNet: A new CNN for accurate counting of African mammal herds in aerial imagery [Paper presentation]. Forest Is Life Seminar, Gembloux, Belgium.

Delplanque, A., Foucher, S., Théau, J., Bussière, E., Vermeulen, C., & Lejeune, P. (March 2023). From crowd to herd counting: How to precisely detect and count African mammals using aerial imagery and deep learning? ISPRS Journal of Photogrammetry and Remote Sensing, 197, 167-180. doi:10.1016/j.isprsjprs.2023.01.025
Peer Reviewed verified by ORBi

Delplanque, A., Foucher, S., Lejeune, P., & Théau, J. (18 August 2022). Towards the automation of large mammal aerial survey in Africa [Paper presentation]. Ecological Society of America (ESA) and Canadian Society for Ecology and Evolution (CSEE) joint annual meeting, Montréal, Canada.
Editorial reviewed

Delplanque, A., Foucher, S., Lejeune, P., & Théau, J. (14 July 2022). Counting African Mammal Herds in Aerial Imagery Using Deep Learning: Are Anchor-Based Algorithms the Most Suitable? [Paper presentation]. 10th International Conference on Agro-Geoinformatics and 43rd Canadian Symposium on Remote Sensing, Québec, Canada.
Editorial reviewed

Delplanque, A., Lejeune, P., Théau, J., & Foucher, S. (25 October 2021). Le Deep Learning au service des inventaires aériens de la grande faune africaine [Paper presentation]. Journée de conférences: "Étude et conservation de la faune en milieux tropicaux et tempérés", Gembloux, Belgium.

Delplanque, A., Foucher, S., Lejeune, P., Linchant, J., & Théau, J. (2021). Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks. Remote Sensing in Ecology and Conservation, 14. doi:10.1002/rse2.234
Peer Reviewed verified by ORBi

Contact ORBi