Geostatistical modelling of spatial dependence in area-class occurrences for improved object-based classifications of remote-sensing images
Sign Up to like & getrecommendations! Published in 2018 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2018.05.003
Abstract: Abstract Geographical object-based image analysis (GEOBIA) is widely used for the processing of fine spatial resolution images, with increased research on contextual modelling and classification related to GEOBIA. Specifically, a previously developed object-based image classification… read more here.
Keywords: image objects; image; classification; spatial dependence ... See more keywords
Locating Image Objects With Probability Distributions
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3229566
Abstract: In this letter, we predict the locations as probability distributions for the tasks of image object detection. We adopt the Kullback-Leibler divergences as the regression losses to train the deep neural networks. Since most existing… read more here.
Keywords: image objects; image; probability distributions; objects probability ... See more keywords