Matches in SemOpenAlex for { <https://semopenalex.org/work/W3134394267> ?p ?o ?g. }
- W3134394267 endingPage "4308" @default.
- W3134394267 startingPage "4284" @default.
- W3134394267 abstract "Constructing a change magnitude map (CMM) is a key component of binary change detection. Recently, integrating multiple features to obtain a comprehensive CMM has become a popular research topic. However, the current integration approaches mainly utilize simple spectral CMMs that are derived based on a single spectral change index (e.g. image difference, Euclidean distance, and change vector analysis), which is not sufficient for addressing complex land cover changes. In this study, we propose a spectrally enhanced multi-feature fusion (SeMF) method with CMM integration for effective change detection. Seven commonly used spectral change indices are analysed from the aspects of the spectral value and spectral shape; two of these indices are selected to construct the optimal spectral-based CMM, which is more efficient, robust and stable than the single spectral change indices. The rotation-invariant local binary patterns (RiLBP) and Canny methods are further used for CMM generation via the textural and shape features, respectively. These three types of CMMs are adaptively assigned weights by using an information entropy-based fusion strategy and ultimately integrated into a comprehensive CMM. Two groups of experiments with Landsat 8 Operational Land Imager (OLI) and Gaofen (GF)-1 images are designed to verify the effectiveness of the SeMF method. The experimental results indicate that the SeMF method is superior to both spectral feature-based and multi-feature-based change detection methods." @default.
- W3134394267 created "2021-03-15" @default.
- W3134394267 creator A5055460928 @default.
- W3134394267 creator A5058638373 @default.
- W3134394267 creator A5060194672 @default.
- W3134394267 creator A5067286538 @default.
- W3134394267 date "2021-02-28" @default.
- W3134394267 modified "2023-09-26" @default.
- W3134394267 title "Integrating change magnitude maps of spectrally enhanced multi-features for land cover change detection" @default.
- W3134394267 cites W1975844073 @default.
- W3134394267 cites W2001435354 @default.
- W3134394267 cites W2005314149 @default.
- W3134394267 cites W2010319424 @default.
- W3134394267 cites W2023738954 @default.
- W3134394267 cites W2036798369 @default.
- W3134394267 cites W2038976302 @default.
- W3134394267 cites W2044465660 @default.
- W3134394267 cites W2046835404 @default.
- W3134394267 cites W2050787737 @default.
- W3134394267 cites W2054520301 @default.
- W3134394267 cites W2112959383 @default.
- W3134394267 cites W2126490131 @default.
- W3134394267 cites W2132222679 @default.
- W3134394267 cites W2134451879 @default.
- W3134394267 cites W2145023731 @default.
- W3134394267 cites W2152254169 @default.
- W3134394267 cites W2155336305 @default.
- W3134394267 cites W2160544350 @default.
- W3134394267 cites W2163352848 @default.
- W3134394267 cites W2312468355 @default.
- W3134394267 cites W2485782084 @default.
- W3134394267 cites W2547416268 @default.
- W3134394267 cites W2596720050 @default.
- W3134394267 cites W2602277556 @default.
- W3134394267 cites W2752414286 @default.
- W3134394267 cites W2767422481 @default.
- W3134394267 cites W2772572467 @default.
- W3134394267 cites W2773926432 @default.
- W3134394267 cites W2783791591 @default.
- W3134394267 cites W2789888100 @default.
- W3134394267 cites W2789944120 @default.
- W3134394267 cites W2804668696 @default.
- W3134394267 cites W2809328251 @default.
- W3134394267 cites W2897552941 @default.
- W3134394267 cites W2965608468 @default.
- W3134394267 cites W2967913777 @default.
- W3134394267 cites W2996723328 @default.
- W3134394267 cites W3001656420 @default.
- W3134394267 cites W3004839151 @default.
- W3134394267 cites W3009178867 @default.
- W3134394267 cites W3012320977 @default.
- W3134394267 cites W3016149206 @default.
- W3134394267 cites W3021978116 @default.
- W3134394267 cites W3033900788 @default.
- W3134394267 doi "https://doi.org/10.1080/01431161.2021.1892860" @default.
- W3134394267 hasPublicationYear "2021" @default.
- W3134394267 type Work @default.
- W3134394267 sameAs 3134394267 @default.
- W3134394267 citedByCount "13" @default.
- W3134394267 countsByYear W31343942672021 @default.
- W3134394267 countsByYear W31343942672022 @default.
- W3134394267 countsByYear W31343942672023 @default.
- W3134394267 crossrefType "journal-article" @default.
- W3134394267 hasAuthorship W3134394267A5055460928 @default.
- W3134394267 hasAuthorship W3134394267A5058638373 @default.
- W3134394267 hasAuthorship W3134394267A5060194672 @default.
- W3134394267 hasAuthorship W3134394267A5067286538 @default.
- W3134394267 hasConcept C106301342 @default.
- W3134394267 hasConcept C115961682 @default.
- W3134394267 hasConcept C120174047 @default.
- W3134394267 hasConcept C121332964 @default.
- W3134394267 hasConcept C127413603 @default.
- W3134394267 hasConcept C138885662 @default.
- W3134394267 hasConcept C147176958 @default.
- W3134394267 hasConcept C153180895 @default.
- W3134394267 hasConcept C154945302 @default.
- W3134394267 hasConcept C202444582 @default.
- W3134394267 hasConcept C203595873 @default.
- W3134394267 hasConcept C205649164 @default.
- W3134394267 hasConcept C2776401178 @default.
- W3134394267 hasConcept C2778740170 @default.
- W3134394267 hasConcept C2780648208 @default.
- W3134394267 hasConcept C33923547 @default.
- W3134394267 hasConcept C41008148 @default.
- W3134394267 hasConcept C41895202 @default.
- W3134394267 hasConcept C4792198 @default.
- W3134394267 hasConcept C53533937 @default.
- W3134394267 hasConcept C62520636 @default.
- W3134394267 hasConcept C62649853 @default.
- W3134394267 hasConcept C87335442 @default.
- W3134394267 hasConceptScore W3134394267C106301342 @default.
- W3134394267 hasConceptScore W3134394267C115961682 @default.
- W3134394267 hasConceptScore W3134394267C120174047 @default.
- W3134394267 hasConceptScore W3134394267C121332964 @default.
- W3134394267 hasConceptScore W3134394267C127413603 @default.
- W3134394267 hasConceptScore W3134394267C138885662 @default.
- W3134394267 hasConceptScore W3134394267C147176958 @default.
- W3134394267 hasConceptScore W3134394267C153180895 @default.