FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1989316905> ?p ?o ?g. }

• W1989316905 endingPage "832" @default.
• W1989316905 startingPage "818" @default.
• W1989316905 abstract "This paper investigates local invariant features for geographic (overhead) image retrieval. Local features are particularly well suited for the newer generations of aerial and satellite imagery whose increased spatial resolution, often just tens of centimeters per pixel, allows a greater range of objects and spatial patterns to be recognized than ever before. Local invariant features have been successfully applied to a broad range of computer vision problems and, as such, are receiving increased attention from the remote sensing community particularly for challenging tasks such as detection and classification. We perform an extensive evaluation of local invariant features for image retrieval of land-use/land-cover (LULC) classes in high-resolution aerial imagery. We report on the effects of a number of design parameters on a bag-of-visual-words (BOVW) representation including saliency- versus grid-based local feature extraction, the size of the visual codebook, the clustering algorithm used to create the codebook, and the dissimilarity measure used to compare the BOVW representations. We also perform comparisons with standard features such as color and texture. The performance is quantitatively evaluated using a first-of-its-kind LULC ground truth data set which will be made publicly available to other researchers. In addition to reporting on the effects of the core design parameters, we also describe interesting findings such as the performance-efficiency tradeoffs that are possible through the appropriate pairings of different-sized codebooks and dissimilarity measures. While the focus is on image retrieval, we expect our insights to be informative for other applications such as detection and classification." @default.
• W1989316905 created "2016-06-24" @default.
• W1989316905 creator A5029697827 @default.
• W1989316905 creator A5080842379 @default.
• W1989316905 date "2013-02-01" @default.
• W1989316905 modified "2023-10-13" @default.
• W1989316905 title "Geographic Image Retrieval Using Local Invariant Features" @default.
• W1989316905 cites W1555371769 @default.
• W1989316905 cites W1949292420 @default.
• W1989316905 cites W1980403288 @default.
• W1989316905 cites W1986481921 @default.
• W1989316905 cites W1991605728 @default.
• W1989316905 cites W2031389347 @default.
• W1989316905 cites W2038359773 @default.
• W1989316905 cites W2045119264 @default.
• W1989316905 cites W2049916020 @default.
• W1989316905 cites W2057064945 @default.
• W1989316905 cites W2057175746 @default.
• W1989316905 cites W2065024433 @default.
• W1989316905 cites W2087272295 @default.
• W1989316905 cites W2101927381 @default.
• W1989316905 cites W2105441169 @default.
• W1989316905 cites W2109200236 @default.
• W1989316905 cites W2111308925 @default.
• W1989316905 cites W2115072079 @default.
• W1989316905 cites W2118187752 @default.
• W1989316905 cites W2119605622 @default.
• W1989316905 cites W2122317659 @default.
• W1989316905 cites W2122419177 @default.
• W1989316905 cites W2123519372 @default.
• W1989316905 cites W2124386111 @default.
• W1989316905 cites W2124404372 @default.
• W1989316905 cites W2125101937 @default.
• W1989316905 cites W2125148312 @default.
• W1989316905 cites W2128017662 @default.
• W1989316905 cites W2129601604 @default.
• W1989316905 cites W2131846894 @default.
• W1989316905 cites W2144135606 @default.
• W1989316905 cites W2147530639 @default.
• W1989316905 cites W2151103935 @default.
• W1989316905 cites W2151122377 @default.
• W1989316905 cites W2152449524 @default.
• W1989316905 cites W2153425333 @default.
• W1989316905 cites W2157284958 @default.
• W1989316905 cites W2158623437 @default.
• W1989316905 cites W2167272763 @default.
• W1989316905 cites W2169209784 @default.
• W1989316905 cites W2169648929 @default.
• W1989316905 cites W2170441325 @default.
• W1989316905 cites W2172188317 @default.
• W1989316905 cites W2177274842 @default.
• W1989316905 cites W2003243747 @default.
• W1989316905 doi "https://doi.org/10.1109/tgrs.2012.2205158" @default.
• W1989316905 hasPublicationYear "2013" @default.
• W1989316905 type Work @default.
• W1989316905 sameAs 1989316905 @default.
• W1989316905 citedByCount "290" @default.
• W1989316905 countsByYear W19893169052013 @default.
• W1989316905 countsByYear W19893169052014 @default.
• W1989316905 countsByYear W19893169052015 @default.
• W1989316905 countsByYear W19893169052016 @default.
• W1989316905 countsByYear W19893169052017 @default.
• W1989316905 countsByYear W19893169052018 @default.
• W1989316905 countsByYear W19893169052019 @default.
• W1989316905 countsByYear W19893169052020 @default.
• W1989316905 countsByYear W19893169052021 @default.
• W1989316905 countsByYear W19893169052022 @default.
• W1989316905 countsByYear W19893169052023 @default.
• W1989316905 crossrefType "journal-article" @default.
• W1989316905 hasAuthorship W1989316905A5029697827 @default.
• W1989316905 hasAuthorship W1989316905A5080842379 @default.
• W1989316905 hasConcept C115961682 @default.
• W1989316905 hasConcept C127759330 @default.
• W1989316905 hasConcept C153180895 @default.
• W1989316905 hasConcept C154945302 @default.
• W1989316905 hasConcept C160633673 @default.
• W1989316905 hasConcept C1667742 @default.
• W1989316905 hasConcept C167611913 @default.
• W1989316905 hasConcept C189391414 @default.
• W1989316905 hasConcept C190470478 @default.
• W1989316905 hasConcept C205649164 @default.
• W1989316905 hasConcept C31972630 @default.
• W1989316905 hasConcept C33923547 @default.
• W1989316905 hasConcept C37914503 @default.
• W1989316905 hasConcept C41008148 @default.
• W1989316905 hasConcept C52622490 @default.
• W1989316905 hasConcept C61265191 @default.
• W1989316905 hasConcept C62649853 @default.
• W1989316905 hasConcept C73555534 @default.
• W1989316905 hasConcept C81669768 @default.
• W1989316905 hasConceptScore W1989316905C115961682 @default.
• W1989316905 hasConceptScore W1989316905C127759330 @default.
• W1989316905 hasConceptScore W1989316905C153180895 @default.
• W1989316905 hasConceptScore W1989316905C154945302 @default.
• W1989316905 hasConceptScore W1989316905C160633673 @default.
• W1989316905 hasConceptScore W1989316905C1667742 @default.
• W1989316905 hasConceptScore W1989316905C167611913 @default.
• W1989316905 hasConceptScore W1989316905C189391414 @default.

• next