Matches in SemOpenAlex for { <https://semopenalex.org/work/W4321605626> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4321605626 abstract "Owing to the extremely rich and sensitive information they can provide, urban high-resolution (HR) remote sensing images have a wide range of applications in smart city planning. However, conventional spectral information-based image processing methods are no longer appropriate for producing such images. Remote sensing image segmentation processes commonly apply the mean shift method, which generally uses spatial and spectral features, to maintain edge information and reduce the impact of noise. This paper proposes a novel mean shift segmentation method based on Gabor texture analysis, in which the number of dimensions in the feature space is increased by applying textural elements in addition to spatial and spectral elements to fully utilize detailed information in urban high-resolution remote images. To obtain texture information, multi-scale, multi-orientation Gabor filters are used to extract pixel-to-pixel features from an image, with local variance (LV) used to estimate the optimal texture bandwidth. QuickBird and Mass. Buildings images are used to experimentally validate the proposed method based on analyses using the global segmentation quality index (GS) and error rate (ER) as indicators. The results obtained for two different remote sensing datasets show that the proposed method is superior and more precise than the conventional mean shift method." @default.
- W4321605626 created "2023-02-24" @default.
- W4321605626 creator A5039825563 @default.
- W4321605626 creator A5058137071 @default.
- W4321605626 creator A5087363981 @default.
- W4321605626 date "2023-02-23" @default.
- W4321605626 modified "2023-09-29" @default.
- W4321605626 title "Segmentation of urban high resolution remote sensing images based on mean shift with texture feature extraction by Gabor filtering" @default.
- W4321605626 cites W1975919281 @default.
- W4321605626 cites W2013743389 @default.
- W4321605626 cites W2021047319 @default.
- W4321605626 cites W2068618411 @default.
- W4321605626 cites W2121587220 @default.
- W4321605626 cites W2123717994 @default.
- W4321605626 cites W2163114261 @default.
- W4321605626 cites W2171181782 @default.
- W4321605626 cites W2499468060 @default.
- W4321605626 cites W2558859990 @default.
- W4321605626 cites W2626263418 @default.
- W4321605626 cites W2767651786 @default.
- W4321605626 cites W2780830043 @default.
- W4321605626 cites W2904546250 @default.
- W4321605626 cites W2948570246 @default.
- W4321605626 cites W3045120308 @default.
- W4321605626 cites W4200000656 @default.
- W4321605626 cites W4200320221 @default.
- W4321605626 cites W4239261847 @default.
- W4321605626 cites W4362597612 @default.
- W4321605626 doi "https://doi.org/10.1117/12.2668137" @default.
- W4321605626 hasPublicationYear "2023" @default.
- W4321605626 type Work @default.
- W4321605626 citedByCount "0" @default.
- W4321605626 crossrefType "proceedings-article" @default.
- W4321605626 hasAuthorship W4321605626A5039825563 @default.
- W4321605626 hasAuthorship W4321605626A5058137071 @default.
- W4321605626 hasAuthorship W4321605626A5087363981 @default.
- W4321605626 hasConcept C124504099 @default.
- W4321605626 hasConcept C153180895 @default.
- W4321605626 hasConcept C154945302 @default.
- W4321605626 hasConcept C160633673 @default.
- W4321605626 hasConcept C205372480 @default.
- W4321605626 hasConcept C205649164 @default.
- W4321605626 hasConcept C31972630 @default.
- W4321605626 hasConcept C41008148 @default.
- W4321605626 hasConcept C48548287 @default.
- W4321605626 hasConcept C52622490 @default.
- W4321605626 hasConcept C62649853 @default.
- W4321605626 hasConcept C63099799 @default.
- W4321605626 hasConcept C89600930 @default.
- W4321605626 hasConceptScore W4321605626C124504099 @default.
- W4321605626 hasConceptScore W4321605626C153180895 @default.
- W4321605626 hasConceptScore W4321605626C154945302 @default.
- W4321605626 hasConceptScore W4321605626C160633673 @default.
- W4321605626 hasConceptScore W4321605626C205372480 @default.
- W4321605626 hasConceptScore W4321605626C205649164 @default.
- W4321605626 hasConceptScore W4321605626C31972630 @default.
- W4321605626 hasConceptScore W4321605626C41008148 @default.
- W4321605626 hasConceptScore W4321605626C48548287 @default.
- W4321605626 hasConceptScore W4321605626C52622490 @default.
- W4321605626 hasConceptScore W4321605626C62649853 @default.
- W4321605626 hasConceptScore W4321605626C63099799 @default.
- W4321605626 hasConceptScore W4321605626C89600930 @default.
- W4321605626 hasLocation W43216056261 @default.
- W4321605626 hasOpenAccess W4321605626 @default.
- W4321605626 hasPrimaryLocation W43216056261 @default.
- W4321605626 hasRelatedWork W1604511055 @default.
- W4321605626 hasRelatedWork W1840273037 @default.
- W4321605626 hasRelatedWork W2000165426 @default.
- W4321605626 hasRelatedWork W2074857711 @default.
- W4321605626 hasRelatedWork W2093999757 @default.
- W4321605626 hasRelatedWork W2118331541 @default.
- W4321605626 hasRelatedWork W2164918837 @default.
- W4321605626 hasRelatedWork W2566648451 @default.
- W4321605626 hasRelatedWork W2980182036 @default.
- W4321605626 hasRelatedWork W3204757516 @default.
- W4321605626 isParatext "false" @default.
- W4321605626 isRetracted "false" @default.
- W4321605626 workType "article" @default.