FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2574963313> ?p ?o ?g. }

• W2574963313 endingPage "391" @default.
• W2574963313 startingPage "375" @default.
• W2574963313 abstract "Designing local feature descriptors for 3D objects is a fundamental yet challenging task in 3D computer vision. Both geometry and spatial information descriptions are critical for a 3D local descriptor, while most previous studies concentrate on the former one. This paper investigates on how the characterization of spatial information would affect a 3D local descriptor in terms of descriptiveness, robustness, compactness and efficiency. The evaluation process is deployed as follows. First, based on the analysis of representative spatial information characterization methods of existing local shape descriptors, six typical characterization methods with different spatial dimensions and partition principles of spatial information are presented. Second, three geometric attributes, i.e., normal deviation, local depth and shape index, are respectively assigned to each point in the local surface for local geometry description, creating a total of 18 different feature descriptors. Then, a quantitative analysis of performance (i.e., descriptiveness, robustness, compactness and efficiency) for these descriptors is carried out on three benchmark datasets. Grounded on the experimental outcomes, the traits, merits and demerits of each spatial information encoding approach are eventually summarized. This study reveals that different spatial information encoding approaches would bring significant effect on a local shape descriptor with respect to its discriminative power, stability, compactness and efficiency. HighlightsThe effect of spatial information encoding (SIE) on 3D local descriptors is emphasized.Eighteen types of 3D local descriptors with different SIE approaches are proposed.Quantitative evaluation of SIE approaches is performed on three standard datasets.The merits, demerits and suitable applications of different SIE ways are summarized.Instructive guidance is concluded for the design of a 3D local descriptor." @default.
• W2574963313 created "2017-01-26" @default.
• W2574963313 creator A5009946088 @default.
• W2574963313 creator A5036358447 @default.
• W2574963313 creator A5052441498 @default.
• W2574963313 date "2017-06-01" @default.
• W2574963313 modified "2023-09-24" @default.
• W2574963313 title "The effect of spatial information characterization on 3D local feature descriptors: A quantitative evaluation" @default.
• W2574963313 cites W1563354748 @default.
• W2574963313 cites W1564871316 @default.
• W2574963313 cites W1972485825 @default.
• W2574963313 cites W1979280606 @default.
• W2574963313 cites W1981760881 @default.
• W2574963313 cites W1983670955 @default.
• W2574963313 cites W1989625560 @default.
• W2574963313 cites W2000954008 @default.
• W2574963313 cites W2002552324 @default.
• W2574963313 cites W2007200979 @default.
• W2574963313 cites W2033565512 @default.
• W2574963313 cites W2039708910 @default.
• W2574963313 cites W2057960707 @default.
• W2574963313 cites W2067956279 @default.
• W2574963313 cites W2070955084 @default.
• W2574963313 cites W2074888278 @default.
• W2574963313 cites W2087064409 @default.
• W2574963313 cites W2098764590 @default.
• W2574963313 cites W2099606917 @default.
• W2574963313 cites W2107235635 @default.
• W2574963313 cites W2114138863 @default.
• W2574963313 cites W2116032541 @default.
• W2574963313 cites W2117707824 @default.
• W2574963313 cites W2130646036 @default.
• W2574963313 cites W2136020167 @default.
• W2574963313 cites W2151103935 @default.
• W2574963313 cites W2152864241 @default.
• W2574963313 cites W2154980168 @default.
• W2574963313 cites W2158905481 @default.
• W2574963313 cites W2160643963 @default.
• W2574963313 cites W2160821342 @default.
• W2574963313 cites W2161860896 @default.
• W2574963313 cites W2161969291 @default.
• W2574963313 cites W2162411291 @default.
• W2574963313 cites W2167719801 @default.
• W2574963313 cites W2270425654 @default.
• W2574963313 cites W2512453020 @default.
• W2574963313 cites W3101921002 @default.
• W2574963313 cites W3150224893 @default.
• W2574963313 cites W4250374778 @default.
• W2574963313 doi "https://doi.org/10.1016/j.patcog.2017.01.017" @default.
• W2574963313 hasPublicationYear "2017" @default.
• W2574963313 type Work @default.
• W2574963313 sameAs 2574963313 @default.
• W2574963313 citedByCount "24" @default.
• W2574963313 countsByYear W25749633132017 @default.
• W2574963313 countsByYear W25749633132018 @default.
• W2574963313 countsByYear W25749633132019 @default.
• W2574963313 countsByYear W25749633132020 @default.
• W2574963313 countsByYear W25749633132021 @default.
• W2574963313 countsByYear W25749633132022 @default.
• W2574963313 crossrefType "journal-article" @default.
• W2574963313 hasAuthorship W2574963313A5009946088 @default.
• W2574963313 hasAuthorship W2574963313A5036358447 @default.
• W2574963313 hasAuthorship W2574963313A5052441498 @default.
• W2574963313 hasConcept C105795698 @default.
• W2574963313 hasConcept C138885662 @default.
• W2574963313 hasConcept C153180895 @default.
• W2574963313 hasConcept C154945302 @default.
• W2574963313 hasConcept C159620131 @default.
• W2574963313 hasConcept C171250308 @default.
• W2574963313 hasConcept C192562407 @default.
• W2574963313 hasConcept C2776401178 @default.
• W2574963313 hasConcept C2780841128 @default.
• W2574963313 hasConcept C31972630 @default.
• W2574963313 hasConcept C33923547 @default.
• W2574963313 hasConcept C41008148 @default.
• W2574963313 hasConcept C41895202 @default.
• W2574963313 hasConceptScore W2574963313C105795698 @default.
• W2574963313 hasConceptScore W2574963313C138885662 @default.
• W2574963313 hasConceptScore W2574963313C153180895 @default.
• W2574963313 hasConceptScore W2574963313C154945302 @default.
• W2574963313 hasConceptScore W2574963313C159620131 @default.
• W2574963313 hasConceptScore W2574963313C171250308 @default.
• W2574963313 hasConceptScore W2574963313C192562407 @default.
• W2574963313 hasConceptScore W2574963313C2776401178 @default.
• W2574963313 hasConceptScore W2574963313C2780841128 @default.
• W2574963313 hasConceptScore W2574963313C31972630 @default.
• W2574963313 hasConceptScore W2574963313C33923547 @default.
• W2574963313 hasConceptScore W2574963313C41008148 @default.
• W2574963313 hasConceptScore W2574963313C41895202 @default.
• W2574963313 hasLocation W25749633131 @default.
• W2574963313 hasOpenAccess W2574963313 @default.
• W2574963313 hasPrimaryLocation W25749633131 @default.
• W2574963313 hasRelatedWork W1504288058 @default.
• W2574963313 hasRelatedWork W2048505601 @default.
• W2574963313 hasRelatedWork W2116675934 @default.
• W2574963313 hasRelatedWork W2167293474 @default.
• W2574963313 hasRelatedWork W2331674254 @default.
• W2574963313 hasRelatedWork W2358403311 @default.

• next