Leaf recognition using contour unwrapping and apex alignment with tuned random subspace method
Sign Up to like & getrecommendations! Published in 2018 at "Biosystems Engineering"
DOI: 10.1016/j.biosystemseng.2018.04.001
Abstract: The variation in scale, translation and rotation pose the main challenges to automatic leaf recognition. This paper introduces an automatic leaf recognition method which uses generalised Procrustes analysis (GPA) to mutually align all leaf contours… read more here.
Keywords: random subspace; analysis; method; leaf recognition ... See more keywords
Joint distances by sparse representation and locality-constrained dictionary learning for robust leaf recognition
Sign Up to like & getrecommendations! Published in 2017 at "Computers and Electronics in Agriculture"
DOI: 10.1016/j.compag.2017.11.013
Abstract: Abstract Plant species recognition has been a difficult and important task in agriculture, where computer techniques like image processing and pattern recognition can commendably facilitate plant recognition based on leaf images. The locality-constrained models produced… read more here.
Keywords: recognition; sparse representation; dictionary learning; leaf recognition ... See more keywords