Pedestrian detection using multiple feature channels and contour cues with census transform histogram and random forest classifier
Sign Up to like & getrecommendations! Published in 2019 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-019-00835-x
Abstract: This paper presents a reliable and real-time method to detect pedestrians in image scenes that can vary greatly in appearance. To achieve greater reliability in what can be detected, a combination of visual cues is… read more here.
Keywords: census transform; detection; classifier; contour cues ... See more keywords
Newspaper text recognition of Gurumukhi script using random forest classifier
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-08365-8
Abstract: Newspapers consist of very crucial information related to current as well memorable events. So, newspaper text needs to be preserved in a computer processable form for indexing of headline or making possible the search operations… read more here.
Keywords: newspaper text; recognition; forest classifier; text ... See more keywords
Combining wavelength importance ranking to the random forest classifier to analyze multiclass spectral data.
Sign Up to like & getrecommendations! Published in 2021 at "Forensic science international"
DOI: 10.1016/j.forsciint.2021.110998
Abstract: Near Infrared (NIR) is a type of vibrational spectroscopy widely used in different areas to characterize substances. NIR datasets are comprised of absorbance measures on a range of wavelengths (λ). Typically noisy and correlated, the… read more here.
Keywords: importance ranking; forest classifier; random forest; wavelength importance ... See more keywords
PQ event identification in PV-wind based distribution network with variational mode decomposition and novel feature enabled random forest classifier
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Emerging Electric Power Systems"
DOI: 10.1515/ijeeps-2023-0123
Abstract: Abstract The complexity raised due to the exponential growth of renewable power generators in modern power system evokes the necessity of detecting the potential power quality threats. With this context, the article proposes a novel… read more here.
Keywords: feature; power; random forest; distribution ... See more keywords
Random forest classifier improving phenylketonuria screening performance in two Chinese populations
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Molecular Biosciences"
DOI: 10.3389/fmolb.2022.986556
Abstract: Phenylketonuria (PKU) is a genetic disorder with amino acid metabolic defect, which does great harms to the development of newborns and children. Early diagnosis and treatment can effectively prevent the disease progression. Here we developed… read more here.
Keywords: screening performance; random forest; forest classifier; chinese populations ... See more keywords