Results 151 to 160 of about 8,406 (209)

Hyperspectral Image Classification for Remote Sensing

open access: yes, 2020
This thesis is focused on deep learning-based, pixel-wise classification of hyperspectral images (HSI) in remote sensing. Although presence of many spectral bands in an HSI provides a valuable source of features, dimensionality reduction is often performed in the pre-processing step to reduce the correlation between bands.
openaire   +1 more source

3U CubeSat-Based Hyperspectral Remote Sensing by Offner Imaging Hyperspectrometer with Radially-Fastened Primary Elements. [PDF]

open access: yesSensors (Basel)
Ivliev N   +11 more
europepmc   +1 more source

Spatial Spectral Band Selection for Enhanced Hyperspectral Remote Sensing Classification Applications. [PDF]

open access: yesJ Imaging, 2020
Torres RM   +5 more
europepmc   +1 more source

Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data. [PDF]

open access: yesSensors (Basel), 2020
Tao H   +9 more
europepmc   +1 more source

Classification techniques for hyperspectral remote sensing

open access: yes, 2011
This study concerns with classification techniques in high dimensional space such as that of Hyperspectral Imaging (HSI) data sets, with objectives of understanding the strength and weakness of various classifiers and at the same time to study how their performances can be assessed particularly when there is an absence of ground truth target map in the
openaire   +1 more source

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