Matches in SemOpenAlex for { <https://semopenalex.org/work/W3206767952> ?p ?o ?g. }
- W3206767952 abstract "We introduce in this paper a novel active learning algorithm for satellite image change detection. The proposed solution is interactive and based on a question and answer model, which asks an oracle (annotator) the most informative questions about the relevance of sampled satellite image pairs, and according to the oracle's responses, updates a decision function iteratively. We investigate a novel framework which models the probability that samples are relevant; this probability is obtained by minimizing an objective function capturing representativity, diversity and ambiguity. Only data with a high probability according to these criteria are selected and displayed to the oracle for further annotation. Extensive experiments on the task of satellite image change detection after natural hazards (namely tornadoes) show the relevance of the proposed method against the related work." @default.
- W3206767952 created "2021-10-25" @default.
- W3206767952 creator A5029896607 @default.
- W3206767952 creator A5052932586 @default.
- W3206767952 creator A5080914326 @default.
- W3206767952 date "2021-10-08" @default.
- W3206767952 modified "2023-09-27" @default.
- W3206767952 title "Active learning for interactive satellite image change detection" @default.
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