Global Wheat Head Dataset 2021: an update to improve the benchmarking wheat head localization with more diversity. - Etienne David; Mario Serouart; Daniel Smith; Simon Madec; Kaaviya Velumani; Shouyang Liu; Xu Wang; Francisco Pinto Espinosa; Shahameh Shafiee; Izzat S. A. Tahir; Hisashi Tsujimoto; Shuhei Nasuda; et al. (CoRR, 2021)

Estimates of maize plant density from UAV RGB images using Faster-RCNN detection model: impact of the spatial resolution. - Kaaviya Velumani; Raul Lopez-Lozano; Simon Madec; Wei Guo 002; Joss Gillet; Alexis Comar; Frédéric Baret (CoRR, 2021)

Deep learning algorithms for high-throughput cereal plant and organ identification. (Algorithmes d'apprentissage profond pour l'identification à haut débit des plantes et organes de céréales). - Kaaviya Velumani (2021)