FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2763568054> ?p ?o ?g. }

• W2763568054 endingPage "2262" @default.
• W2763568054 startingPage "2262" @default.
• W2763568054 abstract "Automatic visual inspection allows for the identification of surface defects in manufactured parts. Nevertheless, when defects are on a sub-millimeter scale, detection and recognition are a challenge. This is particularly true when the defect generates topological deformations that are not shown with strong contrast in the 2D image. In this paper, we present a method for recognizing surface defects in 3D point clouds. Firstly, we propose a novel 3D local descriptor called the Model Point Feature Histogram (MPFH) for defect detection. Our descriptor is inspired from earlier descriptors such as the Point Feature Histogram (PFH). To construct the MPFH descriptor, the models that best fit the local surface and their normal vectors are estimated. For each surface model, its contribution weight to the formation of the surface region is calculated and from the relative difference between models of the same region a histogram is generated representing the underlying surface changes. Secondly, through a classification stage, the points on the surface are labeled according to five types of primitives and the defect is detected. Thirdly, the connected components of primitives are projected to a plane, forming a 2D image. Finally, 2D geometrical features are extracted and by a support vector machine, the defects are recognized. The database used is composed of 3D simulated surfaces and 3D reconstructions of defects in welding, artificial teeth, indentations in materials, ceramics and 3D models of defects. The quantitative and qualitative results showed that the proposed method of description is robust to noise and the scale factor, and it is sufficiently discriminative for detecting some surface defects. The performance evaluation of the proposed method was performed for a classification task of the 3D point cloud in primitives, reporting an accuracy of 95%, which is higher than for other state-of-art descriptors. The rate of recognition of defects was close to 94%." @default.
• W2763568054 created "2017-10-20" @default.
• W2763568054 creator A5011945913 @default.
• W2763568054 creator A5019401167 @default.
• W2763568054 creator A5028373895 @default.
• W2763568054 creator A5048548313 @default.
• W2763568054 date "2017-10-02" @default.
• W2763568054 modified "2023-09-30" @default.
• W2763568054 title "A Method for Automatic Surface Inspection Using a Model-Based 3D Descriptor" @default.
• W2763568054 cites W1563354748 @default.
• W2763568054 cites W1978672387 @default.
• W2763568054 cites W1981015626 @default.
• W2763568054 cites W1994510405 @default.
• W2763568054 cites W2028418063 @default.
• W2763568054 cites W2033053524 @default.
• W2763568054 cites W2048692651 @default.
• W2763568054 cites W2079878500 @default.
• W2763568054 cites W2085261163 @default.
• W2763568054 cites W2087831170 @default.
• W2763568054 cites W2089246956 @default.
• W2763568054 cites W2091250708 @default.
• W2763568054 cites W2099606917 @default.
• W2763568054 cites W2131998023 @default.
• W2763568054 cites W2137374159 @default.
• W2763568054 cites W2154143825 @default.
• W2763568054 cites W2155903085 @default.
• W2763568054 cites W2289500379 @default.
• W2763568054 cites W2612662919 @default.
• W2763568054 cites W2742691525 @default.
• W2763568054 doi "https://doi.org/10.3390/s17102262" @default.
• W2763568054 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5676666" @default.
• W2763568054 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28974037" @default.
• W2763568054 hasPublicationYear "2017" @default.
• W2763568054 type Work @default.
• W2763568054 sameAs 2763568054 @default.
• W2763568054 citedByCount "28" @default.
• W2763568054 countsByYear W27635680542018 @default.
• W2763568054 countsByYear W27635680542019 @default.
• W2763568054 countsByYear W27635680542020 @default.
• W2763568054 countsByYear W27635680542021 @default.
• W2763568054 countsByYear W27635680542022 @default.
• W2763568054 countsByYear W27635680542023 @default.
• W2763568054 crossrefType "journal-article" @default.
• W2763568054 hasAuthorship W2763568054A5011945913 @default.
• W2763568054 hasAuthorship W2763568054A5019401167 @default.
• W2763568054 hasAuthorship W2763568054A5028373895 @default.
• W2763568054 hasAuthorship W2763568054A5048548313 @default.
• W2763568054 hasBestOaLocation W27635680541 @default.
• W2763568054 hasConcept C115961682 @default.
• W2763568054 hasConcept C118732077 @default.
• W2763568054 hasConcept C121332964 @default.
• W2763568054 hasConcept C131979681 @default.
• W2763568054 hasConcept C138885662 @default.
• W2763568054 hasConcept C153180895 @default.
• W2763568054 hasConcept C154945302 @default.
• W2763568054 hasConcept C16345878 @default.
• W2763568054 hasConcept C2524010 @default.
• W2763568054 hasConcept C2776401178 @default.
• W2763568054 hasConcept C2776799497 @default.
• W2763568054 hasConcept C2778755073 @default.
• W2763568054 hasConcept C28719098 @default.
• W2763568054 hasConcept C31972630 @default.
• W2763568054 hasConcept C33923547 @default.
• W2763568054 hasConcept C41008148 @default.
• W2763568054 hasConcept C41895202 @default.
• W2763568054 hasConcept C53533937 @default.
• W2763568054 hasConcept C62520636 @default.
• W2763568054 hasConcept C83665646 @default.
• W2763568054 hasConcept C99498987 @default.
• W2763568054 hasConceptScore W2763568054C115961682 @default.
• W2763568054 hasConceptScore W2763568054C118732077 @default.
• W2763568054 hasConceptScore W2763568054C121332964 @default.
• W2763568054 hasConceptScore W2763568054C131979681 @default.
• W2763568054 hasConceptScore W2763568054C138885662 @default.
• W2763568054 hasConceptScore W2763568054C153180895 @default.
• W2763568054 hasConceptScore W2763568054C154945302 @default.
• W2763568054 hasConceptScore W2763568054C16345878 @default.
• W2763568054 hasConceptScore W2763568054C2524010 @default.
• W2763568054 hasConceptScore W2763568054C2776401178 @default.
• W2763568054 hasConceptScore W2763568054C2776799497 @default.
• W2763568054 hasConceptScore W2763568054C2778755073 @default.
• W2763568054 hasConceptScore W2763568054C28719098 @default.
• W2763568054 hasConceptScore W2763568054C31972630 @default.
• W2763568054 hasConceptScore W2763568054C33923547 @default.
• W2763568054 hasConceptScore W2763568054C41008148 @default.
• W2763568054 hasConceptScore W2763568054C41895202 @default.
• W2763568054 hasConceptScore W2763568054C53533937 @default.
• W2763568054 hasConceptScore W2763568054C62520636 @default.
• W2763568054 hasConceptScore W2763568054C83665646 @default.
• W2763568054 hasConceptScore W2763568054C99498987 @default.
• W2763568054 hasIssue "10" @default.
• W2763568054 hasLocation W27635680541 @default.
• W2763568054 hasLocation W27635680542 @default.
• W2763568054 hasLocation W27635680543 @default.
• W2763568054 hasLocation W27635680544 @default.
• W2763568054 hasLocation W27635680545 @default.
• W2763568054 hasOpenAccess W2763568054 @default.
• W2763568054 hasPrimaryLocation W27635680541 @default.

• next