ACT: A leaf BRDF model taking into account the azimuthal anisotropy of monocotyledonous leaf surface
Résumé
Leaf reflectance of monocotyledons generally displays a strong azimuthal anisotropy due to the longitudinal orientation of the veins. The Cook and Torrance (CT) bidirectional reflectance distribution function model was adapted to account for this distinctive feature. The resulting ACT (Anisotropic Cook and Torrance) model is based on the decomposition of the roughness parameter into two perpendicular components. It is evaluated on sorghum (Sorghum halepense) and wheat (Triticum durum) leaf BRF (Bidirectional Reflectance Factor) measurements acquired using a conoscope system. Results show that the ACT model fits the measurements better than azimuthally isotropic surface models: the root mean square error computed over all the BRF measurements for both leaves decreases from ≈0.06 for the Lambertian model to ≈0.04 for the CT model and down to ≈0.03 for the ACT model. The adjusted value of the refraction index is plausible (n ≈ 1.32) for both leaves while the retrieved roughness values perpendicular to the veins (sorghum = 0.56; wheat = 0.46) is about two times larger than that parallel to the veins (sorghum = 0.27; wheat = 0.18). Nonetheless, the observed residual discrepancies between the ACT model simulations and the measurements may be explained mainly by the Lambertian assumption of the volume scattering.
Domaines
Optique / photonique Optique [physics.optics] Synthèse d'image et réalité virtuelle [cs.GR] Interface homme-machine [cs.HC] Statistiques [math.ST] Logiciel mathématique [cs.MS] Traitement des images [eess.IV] Traitement du signal et de l'image [eess.SP] Histoire de la Physique [physics.hist-ph] Articles anciens Santé Organes des sens Neurobiologie Santé publique et épidémiologie Sciences cognitives Psychologie et comportements Matériaux Neurosciences Traitement du signal et de l'image [eess.SP] Autre Méthodologie [stat.ME] Psychologie Vision par ordinateur et reconnaissance de formes [cs.CV]
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Comar-Baret-Obein-Simonot-Meneveaux-Viénot-Solan_LeafBRDFModelAzimuthalAnisotropyMonocotyledonousLeaf_RemoteSensingEnvironnement2014.pdf (1.68 Mo)
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