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A fast histogram equalization and KDE to aid a supervised algorithm to count Eucalyptus seedlings
(2020-12-01)
In a previous work, we developed two supervised approaches for automatic seedling counting in a UAV high-definition image from an Eucalyptus plantation stand of approximately 62 acres. We observed that the deployment of ...
HSV and NDVI Color Space Analysis and Sampling Procedure for Counting of Seedlings in Eucalyptus spp Plantations from High Definition Aerial Images
(Ieee, 2017-01-01)
A methodology was developed in this work for the automatic counting of individual seedlings in plantations of Eucalyptus spp from high definition photographs with the help of Scientific Python Libraries from literature. ...
A work on optimizers for binarized neural networks: a second order approach
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2020-11)
Optimization of Binarized Neural Networks (BNNs) relies on approximating the real-valued weights with their binarized representations. Current techniques for weight-updating uses the same optimizers as traditional Neural ...
Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials
(2013-02-01)
The automatic characterization of particles in metallographic images has been paramount, mainly because of the importance of quantifying such microstructures in order to assess the mechanical properties of materials common ...
Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials
(2013-02-01)
The automatic characterization of particles in metallographic images has been paramount, mainly because of the importance of quantifying such microstructures in order to assess the mechanical properties of materials common ...