Matches in SemOpenAlex for { <https://semopenalex.org/work/W2989491750> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2989491750 abstract "We propose a novel framework for weakly supervised semantic segmentation from aerial images. Instead of requiring labels for every pixel, our method only requires a bounding box for each building and leverages domain information to translate these into pixel-level predictions. We convert the bounding boxes into probabilistic masks, each represented using a bivariate Gaussian distribution. We propose a loss function that encompasses our domain knowledge that the bounding box is an upper bound for the object it contains. Combining these two elements significantly improves over many baseline methods. We show extensive results on a recent, large-scale dataset prepared by the United Nations Global Pulse and compare with several baselines." @default.
- W2989491750 created "2019-11-22" @default.
- W2989491750 creator A5029557305 @default.
- W2989491750 creator A5039655720 @default.
- W2989491750 date "2019-07-01" @default.
- W2989491750 modified "2023-10-18" @default.
- W2989491750 title "Weakly Supervised Building Segmentation from Aerial Images" @default.
- W2989491750 cites W1495267108 @default.
- W2989491750 cites W2124351162 @default.
- W2989491750 cites W2168804568 @default.
- W2989491750 cites W2410034714 @default.
- W2989491750 cites W2552414813 @default.
- W2989491750 cites W2604795894 @default.
- W2989491750 cites W2790741584 @default.
- W2989491750 cites W2793916215 @default.
- W2989491750 cites W2799003896 @default.
- W2989491750 cites W2804199516 @default.
- W2989491750 cites W2901586001 @default.
- W2989491750 doi "https://doi.org/10.1109/igarss.2019.8898812" @default.
- W2989491750 hasPublicationYear "2019" @default.
- W2989491750 type Work @default.
- W2989491750 sameAs 2989491750 @default.
- W2989491750 citedByCount "6" @default.
- W2989491750 countsByYear W29894917502020 @default.
- W2989491750 countsByYear W29894917502022 @default.
- W2989491750 countsByYear W29894917502023 @default.
- W2989491750 crossrefType "proceedings-article" @default.
- W2989491750 hasAuthorship W2989491750A5029557305 @default.
- W2989491750 hasAuthorship W2989491750A5039655720 @default.
- W2989491750 hasConcept C115961682 @default.
- W2989491750 hasConcept C121332964 @default.
- W2989491750 hasConcept C124504099 @default.
- W2989491750 hasConcept C134306372 @default.
- W2989491750 hasConcept C147037132 @default.
- W2989491750 hasConcept C153180895 @default.
- W2989491750 hasConcept C154945302 @default.
- W2989491750 hasConcept C160633673 @default.
- W2989491750 hasConcept C163716315 @default.
- W2989491750 hasConcept C2781238097 @default.
- W2989491750 hasConcept C31972630 @default.
- W2989491750 hasConcept C33923547 @default.
- W2989491750 hasConcept C36503486 @default.
- W2989491750 hasConcept C41008148 @default.
- W2989491750 hasConcept C49937458 @default.
- W2989491750 hasConcept C62520636 @default.
- W2989491750 hasConcept C63584917 @default.
- W2989491750 hasConcept C89600930 @default.
- W2989491750 hasConceptScore W2989491750C115961682 @default.
- W2989491750 hasConceptScore W2989491750C121332964 @default.
- W2989491750 hasConceptScore W2989491750C124504099 @default.
- W2989491750 hasConceptScore W2989491750C134306372 @default.
- W2989491750 hasConceptScore W2989491750C147037132 @default.
- W2989491750 hasConceptScore W2989491750C153180895 @default.
- W2989491750 hasConceptScore W2989491750C154945302 @default.
- W2989491750 hasConceptScore W2989491750C160633673 @default.
- W2989491750 hasConceptScore W2989491750C163716315 @default.
- W2989491750 hasConceptScore W2989491750C2781238097 @default.
- W2989491750 hasConceptScore W2989491750C31972630 @default.
- W2989491750 hasConceptScore W2989491750C33923547 @default.
- W2989491750 hasConceptScore W2989491750C36503486 @default.
- W2989491750 hasConceptScore W2989491750C41008148 @default.
- W2989491750 hasConceptScore W2989491750C49937458 @default.
- W2989491750 hasConceptScore W2989491750C62520636 @default.
- W2989491750 hasConceptScore W2989491750C63584917 @default.
- W2989491750 hasConceptScore W2989491750C89600930 @default.
- W2989491750 hasLocation W29894917501 @default.
- W2989491750 hasOpenAccess W2989491750 @default.
- W2989491750 hasPrimaryLocation W29894917501 @default.
- W2989491750 hasRelatedWork W2387360586 @default.
- W2989491750 hasRelatedWork W2883297582 @default.
- W2989491750 hasRelatedWork W2952736415 @default.
- W2989491750 hasRelatedWork W2962677013 @default.
- W2989491750 hasRelatedWork W3036286480 @default.
- W2989491750 hasRelatedWork W3192357901 @default.
- W2989491750 hasRelatedWork W3205398323 @default.
- W2989491750 hasRelatedWork W3209723314 @default.
- W2989491750 hasRelatedWork W4237171675 @default.
- W2989491750 hasRelatedWork W4287027631 @default.
- W2989491750 isParatext "false" @default.
- W2989491750 isRetracted "false" @default.
- W2989491750 magId "2989491750" @default.
- W2989491750 workType "article" @default.