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[HTML][HTML] Partial linear NMF-based unmixing methods for detection and area estimation of photovoltaic panels in urban hyperspectral remote sensing data
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 …
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 …
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
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 …
the complementarity of several heterogeneous airborne data sources for improving the …
Decision fusion of remote-sensing data for land cover classification
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 …
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
For remote-sensing applications such as spectra classification or identification, atmospheric
correction constitutes a very important pre-processing step, especially in complex urban …
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 …
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** …
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
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 …
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
Many applications dedicated to urban areas (eg land cover map** and biophysical
properties estimation) using high spatial resolution remote sensing images require the use …
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 …
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 …
resolutions. As sensors cannot simultaneously provide such characteristics, a solution is …