Manisha Das Chaity
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View article: Assessment of Structural Differences in a Low-Stature Mediterranean-Type Shrubland Using Structure-From-Motion (SfM)
Assessment of Structural Differences in a Low-Stature Mediterranean-Type Shrubland Using Structure-From-Motion (SfM) Open
Structural traits of vegetation, derived from the three-dimensional distribution of plant elements, are closely linked to ecosystem functions such as productivity and habitat provision. While extensively studied in forest ecosystems, these…
View article: RadSCape: Radiative Transfer Simulation and Validation of the Dynamic Structural and Spectral Properties of the Veget
RadSCape: Radiative Transfer Simulation and Validation of the Dynamic Structural and Spectral Properties of the Veget Open
View article: Exploring the Limits of Species Identification via a Convolutional Neural Network in a Complex Forest Scene through Simulated Imaging Spectroscopy
Exploring the Limits of Species Identification via a Convolutional Neural Network in a Complex Forest Scene through Simulated Imaging Spectroscopy Open
Imaging spectroscopy (hyperspectral sensing) is a proven tool for mapping and monitoring the spatial distribution of vegetation species composition. However, there exists a gap when it comes to the availability of high-resolution spatial a…
View article: DeepRoadNet: A deep residual based segmentation network for road map detection from remote aerial image
DeepRoadNet: A deep residual based segmentation network for road map detection from remote aerial image Open
The extraction of road networks is a critical activity in contemporary transportation networks. Deep neural networks have recently demonstrated excellent performance in the field of road segmentation. However, most of the convolutional neu…
View article: Decay2Distill: Leveraging spatial perturbation and regularization for self-supervised image denoising
Decay2Distill: Leveraging spatial perturbation and regularization for self-supervised image denoising Open
Unpaired image denoising has achieved promising development over the last few years. Regardless of the performance, methods tend to heavily rely on underlying noise properties or any assumption which is not always practical. Alternatively,…
View article: Hyperspectral Empirical Absolute Calibration Model Using Libya 4 Pseudo Invariant Calibration Site
Hyperspectral Empirical Absolute Calibration Model Using Libya 4 Pseudo Invariant Calibration Site Open
The objective of this paper is to find an empirical hyperspectral absolute calibration model using Libya 4 pseudo invariant calibration site (PICS). The approach involves using the Landsat 8 (L8) Operational Land Imager (OLI) as the refere…