[HTML][HTML] Partial linear NMF-based unmixing methods for detection and area estimation of photovoltaic panels in urban hyperspectral remote sensing data

MS Karoui, FZ Benhalouche, Y Deville, K Djerriri… - Remote Sensing, 2019 - mdpi.com
High-spectral-resolution hyperspectral data are acquired by sensors that gather images from
hundreds of narrow and contiguous bands of the electromagnetic spectrum. These data offer …

Detection of individual trees in urban alignment from airborne data and contextual information: A marked point process approach

J Aval, J Demuynck, E Zenou, S Fabre… - ISPRS Journal of …, 2018 - Elsevier
With the current expansion of cities, urban trees have an important role for preserving the
health of its inhabitants. With their evapotranspiration, they reduce the urban heat island …

Object-based fusion for urban tree species classification from hyperspectral, panchromatic and nDSM data

J Aval, S Fabre, E Zenou, D Sheeren… - … Journal of Remote …, 2019 - Taylor & Francis
This study aims at identifying the best object-based fusion strategy that takes advantage of
the complementarity of several heterogeneous airborne data sources for improving the …

Decision fusion of remote-sensing data for land cover classification

A Le Bris, N Chehata, W Ouerghemmi, C Wendl… - Multimodal Scene …, 2019 - Elsevier
Very high spatial resolution (VHR) multispectral imagery enables a fine delineation of
objects and a possible use of texture information. Other sensors provide a lower spatial …

Comparison of two atmospheric correction methods for the classification of spaceborne urban hyperspectral data depending on the spatial resolution

G Roussel, C Weber, X Briottet… - International Journal of …, 2018 - Taylor & Francis
For remote-sensing applications such as spectra classification or identification, atmospheric
correction constitutes a very important pre-processing step, especially in complex urban …

Impact of tree crown transmittance on surface reflectance retrieval in the shade for high spatial resolution imaging spectroscopy: a simulation analysis based on tree …

KRM Adeline, X Briottet, S Lefebvre, N Rivière… - Remote Sensing, 2021 - mdpi.com
With the advancement of high spatial resolution imaging spectroscopy, an accurate surface
reflectance retrieval is needed to derive relevant physical variables for land cover map** …

Application and extension of PCA concepts to blind unmixing of hyperspectral data with intra-class variability

Y Deville, C Revel, V Achard, X Briottet - Advances in Principal Component …, 2018 - Springer
The most standard blind source separation (BSS) methods address the situation when a set
of signals are available, eg from measurements, and all of them are linear memoryless …

ICARE-VEG: A 3D physics-based atmospheric correction method for tree shadows in urban areas

KRM Adeline, X Briottet, X Ceamanos… - ISPRS Journal of …, 2018 - Elsevier
Many applications dedicated to urban areas (eg land cover map** and biophysical
properties estimation) using high spatial resolution remote sensing images require the use …

Fusion of panchromatic and hyperspectral images in the reflective domain by a combinatorial approach and application to urban landscape

Y Constans, S Fabre, H Carfantan… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
Hyperspectral pansharpening methods, which aim to combine hyperspectral and
panchromatic images, yield limited performance for scenes whose strong spatial …

Fusion of hyperspectral and panchromatic data by spectral unmixing in the reflective domain

Y Constans, S Fabre, H Brunet, M Seymour… - Revue Française de …, 2022 - hal.science
Earth observation at a local scale requires images having both high spatial and spectral
resolutions. As sensors cannot simultaneously provide such characteristics, a solution is …