FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3116509145> ?p ?o ?g. }

• W3116509145 abstract "We present three parallel-beam tomographic datasets of 94 apples with internal defects along with defect label files. The datasets are prepared for development and testing of data-driven, learning-based image reconstruction, segmentation and post-processing methods. The three versions are a noiseless simulation; simulation with added Gaussian noise, and with scattering noise. The datasets are based on real 3D X-ray CT data and their subsequent volume reconstructions. The ground truth images, based on the volume reconstructions, are also available through this project. Apples contain various defects, which naturally introduce a label bias. We tackle this by formulating the bias as an optimization problem. In addition, we demonstrate solving this problem with two methods: a simple heuristic algorithm and through mixed integer quadratic programming. This ensures the datasets can be split into test, training or validation subsets with the label bias eliminated. Therefore the datasets can be used for image reconstruction, segmentation, automatic defect detection, and testing the effects of (as well as applying new methodologies for removing) label bias in machine learning." @default.
• W3116509145 created "2021-01-05" @default.
• W3116509145 creator A5031377050 @default.
• W3116509145 creator A5034840085 @default.
• W3116509145 creator A5035413133 @default.
• W3116509145 creator A5071026235 @default.
• W3116509145 creator A5076500762 @default.
• W3116509145 date "2020-12-24" @default.
• W3116509145 modified "2023-09-25" @default.
• W3116509145 title "Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learning" @default.
• W3116509145 cites W1486787620 @default.
• W3116509145 cites W1507415131 @default.
• W3116509145 cites W1802842093 @default.
• W3116509145 cites W1964440703 @default.
• W3116509145 cites W1986649315 @default.
• W3116509145 cites W1995689019 @default.
• W3116509145 cites W2008046311 @default.
• W3116509145 cites W2011161612 @default.
• W3116509145 cites W2015159529 @default.
• W3116509145 cites W2022462155 @default.
• W3116509145 cites W2028132881 @default.
• W3116509145 cites W2033180095 @default.
• W3116509145 cites W2045642761 @default.
• W3116509145 cites W2065713208 @default.
• W3116509145 cites W2089441731 @default.
• W3116509145 cites W2098946957 @default.
• W3116509145 cites W2108598243 @default.
• W3116509145 cites W2113642685 @default.
• W3116509145 cites W2129516068 @default.
• W3116509145 cites W2157812230 @default.
• W3116509145 cites W2176736031 @default.
• W3116509145 cites W2182838064 @default.
• W3116509145 cites W2193225206 @default.
• W3116509145 cites W2294579281 @default.
• W3116509145 cites W2295955182 @default.
• W3116509145 cites W2300276172 @default.
• W3116509145 cites W2570202822 @default.
• W3116509145 cites W2899172221 @default.
• W3116509145 cites W2900756484 @default.
• W3116509145 cites W2952020389 @default.
• W3116509145 cites W2963966702 @default.
• W3116509145 cites W2971995780 @default.
• W3116509145 cites W2978753875 @default.
• W3116509145 cites W3006142809 @default.
• W3116509145 cites W3014541533 @default.
• W3116509145 cites W3053503765 @default.
• W3116509145 cites W3103586216 @default.
• W3116509145 cites W3122499440 @default.
• W3116509145 cites W3127382481 @default.
• W3116509145 cites W319611471 @default.
• W3116509145 cites W802590653 @default.
• W3116509145 cites W2290452516 @default.
• W3116509145 hasPublicationYear "2020" @default.
• W3116509145 type Work @default.
• W3116509145 sameAs 3116509145 @default.
• W3116509145 citedByCount "0" @default.
• W3116509145 crossrefType "posted-content" @default.
• W3116509145 hasAuthorship W3116509145A5031377050 @default.
• W3116509145 hasAuthorship W3116509145A5034840085 @default.
• W3116509145 hasAuthorship W3116509145A5035413133 @default.
• W3116509145 hasAuthorship W3116509145A5071026235 @default.
• W3116509145 hasAuthorship W3116509145A5076500762 @default.
• W3116509145 hasConcept C11413529 @default.
• W3116509145 hasConcept C115961682 @default.
• W3116509145 hasConcept C119857082 @default.
• W3116509145 hasConcept C121332964 @default.
• W3116509145 hasConcept C126255220 @default.
• W3116509145 hasConcept C146849305 @default.
• W3116509145 hasConcept C153180895 @default.
• W3116509145 hasConcept C154945302 @default.
• W3116509145 hasConcept C160920958 @default.
• W3116509145 hasConcept C163716315 @default.
• W3116509145 hasConcept C173801870 @default.
• W3116509145 hasConcept C199360897 @default.
• W3116509145 hasConcept C20556612 @default.
• W3116509145 hasConcept C33923547 @default.
• W3116509145 hasConcept C41008148 @default.
• W3116509145 hasConcept C56086750 @default.
• W3116509145 hasConcept C62520636 @default.
• W3116509145 hasConcept C81845259 @default.
• W3116509145 hasConcept C89600930 @default.
• W3116509145 hasConcept C97137487 @default.
• W3116509145 hasConcept C99498987 @default.
• W3116509145 hasConceptScore W3116509145C11413529 @default.
• W3116509145 hasConceptScore W3116509145C115961682 @default.
• W3116509145 hasConceptScore W3116509145C119857082 @default.
• W3116509145 hasConceptScore W3116509145C121332964 @default.
• W3116509145 hasConceptScore W3116509145C126255220 @default.
• W3116509145 hasConceptScore W3116509145C146849305 @default.
• W3116509145 hasConceptScore W3116509145C153180895 @default.
• W3116509145 hasConceptScore W3116509145C154945302 @default.
• W3116509145 hasConceptScore W3116509145C160920958 @default.
• W3116509145 hasConceptScore W3116509145C163716315 @default.
• W3116509145 hasConceptScore W3116509145C173801870 @default.
• W3116509145 hasConceptScore W3116509145C199360897 @default.
• W3116509145 hasConceptScore W3116509145C20556612 @default.
• W3116509145 hasConceptScore W3116509145C33923547 @default.
• W3116509145 hasConceptScore W3116509145C41008148 @default.
• W3116509145 hasConceptScore W3116509145C56086750 @default.
• W3116509145 hasConceptScore W3116509145C62520636 @default.

• next