An adaptive segmentation method combining MSRCR and mean shift algorithm with K-means correction of green apples in natural environment
Sign Up to like & getrecommendations! Published in 2019 at "Information Processing in Agriculture"
DOI: 10.1016/j.inpa.2018.08.011
Abstract: Abstract During the recognition and localization process of green apple targets, problems such as uneven illumination, occlusion of branches and leaves need to be solved. In this study, the multi-scale Retinex with color restoration (MSRCR)… read more here.
Keywords: method; mean shift; algorithm; segmentation ... See more keywords
HIKER: a halo-finding method based on kernel-shift algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Research in Astronomy and Astrophysics"
DOI: 10.1088/1674-4527/20/4/46
Abstract: We introduce a new halo/subhalo finder, HIKER (a Halo fInder based on KERnel-shift algorithm), which takes advantage of a machine learning method -- the mean-shift algorithm combined with the Plummer kernel function, to effectively locate… read more here.
Keywords: shift algorithm; hiker; based kernel; kernel shift ... See more keywords
A Novel Mean-Shift Algorithm for Data Clustering
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3147951
Abstract: We propose a novel Mean-Shift method for data clustering, called Robust Mean-Shift (RMS). A new update equation for point iterates is proposed, mixing the ones of the standard Mean-Shift (MS) and the Blurring Mean-Shift (BMS).… read more here.
Keywords: shift algorithm; shift; novel mean; data clustering ... See more keywords