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Improved Road Extraction Models through Semi-Supervised Learning with ACCT

open access: yesISPRS International Journal of Geo-Information
Improving the performance and reducing the training cost of road extraction models in the absence of samples is important for updating road maps. Despite the success of recent road extraction models on standard datasets, they often fail to perform when ...
Hao Yu   +4 more
doaj   +1 more source

Advanced Feature Learning on Point Clouds Using Multi-Resolution Features and Learnable Pooling

open access: yesRemote Sensing
Existing point cloud feature learning networks often learn high-semantic point features representing the global context by incorporating sampling, neighborhood grouping, neighborhood-wise feature learning, and feature aggregation.
Kevin Tirta Wijaya   +2 more
doaj   +1 more source

Demographic identification of Greater Caribbean manatees via acoustic feature learning. [PDF]

open access: yesFront Artif Intell
Merchan F   +5 more
europepmc   +1 more source

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