Matches in SemOpenAlex for { <https://semopenalex.org/work/W2785472969> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2785472969 abstract "Dense reconstructions often contain errors that prior work has so far minimised using high quality sensors and regularising the output. Nevertheless, errors still persist. This paper proposes a machine learning technique to identify errors in three dimensional (3D) meshes. Beyond simply identifying errors, our method quantifies both the magnitude and the direction of depth estimate errors when viewing the scene. This enables us to improve the reconstruction accuracy. We train a suitably deep network architecture with two 3D meshes: a high-quality laser reconstruction, and a lower quality stereo image reconstruction. The network predicts the amount of error in the lower quality reconstruction with respect to the high-quality one, having only view the former through its input. We evaluate our approach by correcting two-dimensional (2D) inverse-depth images extracted from the 3D model, and show that our method improves the quality of these depth reconstructions by up to a relative 10% RMSE." @default.
- W2785472969 created "2018-02-23" @default.
- W2785472969 creator A5005382900 @default.
- W2785472969 creator A5030271250 @default.
- W2785472969 creator A5043765267 @default.
- W2785472969 creator A5055299977 @default.
- W2785472969 date "2018-01-27" @default.
- W2785472969 modified "2023-09-25" @default.
- W2785472969 title "Meshed Up: Learnt Error Correction in 3D Reconstructions" @default.
- W2785472969 cites W1971020383 @default.
- W2785472969 cites W2108134361 @default.
- W2785472969 cites W2150066425 @default.
- W2785472969 cites W2963591054 @default.
- W2785472969 hasPublicationYear "2018" @default.
- W2785472969 type Work @default.
- W2785472969 sameAs 2785472969 @default.
- W2785472969 citedByCount "2" @default.
- W2785472969 countsByYear W27854729692019 @default.
- W2785472969 countsByYear W27854729692020 @default.
- W2785472969 crossrefType "posted-content" @default.
- W2785472969 hasAuthorship W2785472969A5005382900 @default.
- W2785472969 hasAuthorship W2785472969A5030271250 @default.
- W2785472969 hasAuthorship W2785472969A5043765267 @default.
- W2785472969 hasAuthorship W2785472969A5055299977 @default.
- W2785472969 hasConcept C105795698 @default.
- W2785472969 hasConcept C108583219 @default.
- W2785472969 hasConcept C109950114 @default.
- W2785472969 hasConcept C111472728 @default.
- W2785472969 hasConcept C11413529 @default.
- W2785472969 hasConcept C121684516 @default.
- W2785472969 hasConcept C134306372 @default.
- W2785472969 hasConcept C135252773 @default.
- W2785472969 hasConcept C138885662 @default.
- W2785472969 hasConcept C139945424 @default.
- W2785472969 hasConcept C141379421 @default.
- W2785472969 hasConcept C154945302 @default.
- W2785472969 hasConcept C207467116 @default.
- W2785472969 hasConcept C2524010 @default.
- W2785472969 hasConcept C2779530757 @default.
- W2785472969 hasConcept C31487907 @default.
- W2785472969 hasConcept C31972630 @default.
- W2785472969 hasConcept C33923547 @default.
- W2785472969 hasConcept C41008148 @default.
- W2785472969 hasConceptScore W2785472969C105795698 @default.
- W2785472969 hasConceptScore W2785472969C108583219 @default.
- W2785472969 hasConceptScore W2785472969C109950114 @default.
- W2785472969 hasConceptScore W2785472969C111472728 @default.
- W2785472969 hasConceptScore W2785472969C11413529 @default.
- W2785472969 hasConceptScore W2785472969C121684516 @default.
- W2785472969 hasConceptScore W2785472969C134306372 @default.
- W2785472969 hasConceptScore W2785472969C135252773 @default.
- W2785472969 hasConceptScore W2785472969C138885662 @default.
- W2785472969 hasConceptScore W2785472969C139945424 @default.
- W2785472969 hasConceptScore W2785472969C141379421 @default.
- W2785472969 hasConceptScore W2785472969C154945302 @default.
- W2785472969 hasConceptScore W2785472969C207467116 @default.
- W2785472969 hasConceptScore W2785472969C2524010 @default.
- W2785472969 hasConceptScore W2785472969C2779530757 @default.
- W2785472969 hasConceptScore W2785472969C31487907 @default.
- W2785472969 hasConceptScore W2785472969C31972630 @default.
- W2785472969 hasConceptScore W2785472969C33923547 @default.
- W2785472969 hasConceptScore W2785472969C41008148 @default.
- W2785472969 hasLocation W27854729691 @default.
- W2785472969 hasOpenAccess W2785472969 @default.
- W2785472969 hasPrimaryLocation W27854729691 @default.
- W2785472969 hasRelatedWork W1527468807 @default.
- W2785472969 hasRelatedWork W1534375083 @default.
- W2785472969 hasRelatedWork W1537991658 @default.
- W2785472969 hasRelatedWork W1539230104 @default.
- W2785472969 hasRelatedWork W182607535 @default.
- W2785472969 hasRelatedWork W1966642287 @default.
- W2785472969 hasRelatedWork W2003643780 @default.
- W2785472969 hasRelatedWork W2036436437 @default.
- W2785472969 hasRelatedWork W2138165282 @default.
- W2785472969 hasRelatedWork W2181353712 @default.
- W2785472969 hasRelatedWork W2288928427 @default.
- W2785472969 hasRelatedWork W2355588120 @default.
- W2785472969 hasRelatedWork W2742644407 @default.
- W2785472969 hasRelatedWork W2792796963 @default.
- W2785472969 hasRelatedWork W2887573025 @default.
- W2785472969 hasRelatedWork W2889915013 @default.
- W2785472969 hasRelatedWork W3011524415 @default.
- W2785472969 hasRelatedWork W3048661819 @default.
- W2785472969 hasRelatedWork W3173278486 @default.
- W2785472969 hasRelatedWork W2962662741 @default.
- W2785472969 isParatext "false" @default.
- W2785472969 isRetracted "false" @default.
- W2785472969 magId "2785472969" @default.
- W2785472969 workType "article" @default.