Simon Madec
Simon Madec
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High-throughput phenotyping of plant height: comparing Unmanned Aerial Vehicles and ground LiDAR estimates
S Madec, F Baret, B De Solan, S Thomas, D Dutartre, S Jezequel, ...
Frontiers in Plant Science 8, 2017
Ear density estimation from high resolution RGB imagery using deep learning technique
S Madec, X Jin, H Lu, B De Solan, S Liu, F Duyme, E Heritier, F Baret
Agricultural and Forest Meteorology 264, 225-234, 2019
Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high-resolution RGB-labelled images to develop and benchmark wheat head detection methods
E David, S Madec, P Sadeghi-Tehran, H Aasen, B Zheng, S Liu, ...
Plant Phenomics, 2020
TasselNetv2: in-field counting of wheat spikes with context-augmented local regression networks
H Xiong, Z Cao, H Lu, S Madec, L Liu, C Shen
Plant methods 15 (1), 1-14, 2019
Leaf-rolling in maize crops: from leaf scoring to canopy-level measurements for phenotyping
F Baret, S Madec, K Irfan, J Lopez, A Comar, M Hemmerlé, D Dutartre, ...
Journal of experimental botany 69 (10), 2705-2716, 2018
Global wheat head detection 2021: An improved dataset for benchmarking wheat head detection methods
E David, M Serouart, D Smith, S Madec, K Velumani, S Liu, X Wang, ...
Plant Phenomics, 2021
High-throughput measurements of stem characteristics to estimate ear density and above-ground biomass
X Jin, S Madec, D Dutartre, B de Solan, A Comar, F Baret
Plant Phenomics, 2019
Estimates of maize plant density from UAV RGB images using faster-RCNN detection model: Impact of the spatial resolution
K Velumani, R Lopez-Lozano, S Madec, W Guo, J Gillet, A Comar, F Baret
Plant Phenomics, 2021
An automatic method based on daily in situ images and deep learning to date wheat heading stage
K Velumani, S Madec, B De Solan, R Lopez-Lozano, J Gillet, J Labrosse, ...
Field Crops Research 252, 107793, 2020
Impact of the reproductive organs on crop BRDF as observed from a UAV
W Li, J Jiang, M Weiss, S Madec, F Tison, B Philippe, A Comar, F Baret
Remote Sensing of Environment 259, 112433, 2021
Global wheat head dataset 2021: more diversity to improve the benchmarking of wheat head localization methods
E David, M Serouart, D Smith, S Madec, K Velumani, S Liu, X Wang, ...
arXiv preprint arXiv:2105.07660, 2021
SegVeg: Segmenting RGB images into green and senescent vegetation by combining deep and shallow methods
M Serouart, S Madec, E David, K Velumani, RL Lozano, M Weiss, F Baret
Plant Phenomics, 2022
Visible, near infrared, and thermal spectral radiance on-board UAVs for high-throughput phenotyping of plant breeding trials
SC Chapman, B Zheng, B Andries, S Madec, B Solan, B George-jaeggli, ...
Biophysical and biochemical characterization and plant species studies, 275-299, 2018
VegAnn, Vegetation Annotation of multi-crop RGB images acquired under diverse conditions for segmentation
S Madec, K Irfan, K Velumani, F Baret, E David, G Daubige, LB Samatan, ...
Scientific Data 10 (1), 302, 2023
The P2S2 segmentation dataset: annotated in-field multi-crop RGB images acquired under various conditions
S Madec, K Irfan, E David, K Velumani, G Daubige, J Labrosse, W Guo, ...
7th International Workshop on Image Analysis Methods in the Plant Sciences …, 2019
A double swath configuration for improving throughput and accuracy of trait estimate from UAV images
W Li, A Comar, M Weiss, S Jay, G Colombeau, R Lopez-Lozano, S Madec, ...
Plant Phenomics, 2021
The p2s2 validation database for decametric resolution crop products: Green area index, fraction of intercepted light, green fraction and chlorophyll content
M Weiss, K Irfan, S Madec, F Charron, JF Dejoux, V Demarez, H Gibrin, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
Domain adaptation for plant organ detection with style transfer
C James, Y Gu, S Chapman, W Guo, E David, S Madec, A Potgieter, ...
2021 Digital Image Computing: Techniques and Applications (DICTA), 1-9, 2021
Phenotyping wheat structural traits from millimetric resolution RGB imagery in field conditions
S Madec
Université d'Avignon, 2019
The problem of radiometric calibration for UAV observations acquired under changign illumination conditions
M Weiss, F Baret, S Madec, W Li
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