Robust local metric learning via least square regression regularization for scene recognition
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.08.077
Abstract: Abstract Metric learning plays an important role in various machine learning tasks. Particularly, local metric learning is prevailing since it can learn more flexible metrics on complex datasets. However it may not be robust for… read more here.
Keywords: local metric; regression; metric learning; scene recognition ... See more keywords
Adaptive Matrix Information Geometry Detector With Local Metric Tensor
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3189179
Abstract: Recently, the matrix information geometry (MIG) detectors have been speedily developed and demonstrated satisfactory performance in numerous applications. However, the MIG detector with a specific geometric measure is not always satisfactory under changing environments. This… read more here.
Keywords: metric tensor; matrix information; geometry; local metric ... See more keywords