Auto-encoder based structured dictionary learning for visual classification
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.09.088
Abstract: Abstract Dictionary learning and deep learning can be combined to boost the performance of classification tasks. However, existing combined methods often learn multi-level dictionaries each of which is embedded in a network layer, involve a… read more here.
Keywords: classification; image; auto encoder; dictionary learning ... See more keywords
An auto-encoder based classifier for crop mapping from multitemporal multispectral imagery
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2020.1820619
Abstract: ABSTRACT Crop mapping is a challenging task due to the spatial, spectral, and temporal variations within the cropland. These variations cause high intra-class and low inter-class variability problems. In this study, inspired by Deep Learning… read more here.
Keywords: auto encoder; spectral features; encoder based; crop mapping ... See more keywords
Deep Auto Encoder Based Extreme Learning System for Automatic Segmentation of Cervical Cells
Sign Up to like & getrecommendations! Published in 2021 at "IETE Journal of Research"
DOI: 10.1080/03772063.2021.1958075
Abstract: Nowadays, cervical cancer has emerged as one of the major causes of death and thus makes it incredibly difficult to identify it. In this research, three novel methods have been developed for the au... read more here.
Keywords: extreme learning; auto encoder; learning system; encoder based ... See more keywords
Structure of 4 × 2 optical encoder based on hybrid plasmonic waveguides.
Sign Up to like & getrecommendations! Published in 2022 at "Applied optics"
DOI: 10.1364/ao.477898
Abstract: The optical 4×2 encoder is organized with a structure of dimensions 920n m×400n m, a resonance wavelength of 1310 nm, and a transmission threshold value of 30%. Based on the finite element method with the COMSOL… read more here.
Keywords: structure optical; optical encoder; hybrid plasmonic; encoder ... See more keywords
Prediction of Energy Production Level in Large PV Plants through AUTO-Encoder Based Neural-Network (AUTO-NN) with Restricted Boltzmann Feature Extraction
Sign Up to like & getrecommendations! Published in 2023 at "Future Internet"
DOI: 10.3390/fi15020046
Abstract: In general, reliable PV generation prediction is required to increase complete control quality and avoid potential damage. Accurate forecasting of direct solar radiation trends in PV power production could limit the influence of uncertainties on… read more here.
Keywords: energy; auto encoder; feature; auto ... See more keywords