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• W2895791379 endingPage "410" @default.
• W2895791379 startingPage "410" @default.
• W2895791379 abstract "Buildings represent the most relevant features of human activity in urban regions, but their change detection using very-high-resolution (VHR) remote sensing imagery is still a major challenge. Effective representation of the building is the key point in building change detection. The linear feature can indirectly represent the structure and distribution of man-made objects. Thus, this study proposes a shape feature-based building change detection method. Specifically, a line-constrained shape (LCS) feature is developed to capture the shape characteristics of buildings. This feature improves the discriminability between buildings and other ground objects by integrating the pixel shape feature and line segments. The building candidate area (BCA) is created in accordance with the distribution of the line segments in two-phase images. The problem space is constrained in a high-likelihood region of buildings because of the BCA. Comparative experimental results demonstrate that the combination of the spectral feature and the developed LCS feature achieves the best performance in object-based building change detection in VHR imagery." @default.
• W2895791379 created "2018-10-26" @default.
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• W2895791379 date "2018-10-16" @default.
• W2895791379 modified "2023-10-16" @default.
• W2895791379 title "Line-Constrained Shape Feature for Building Change Detection in VHR Remote Sensing Imagery" @default.
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• W2895791379 doi "https://doi.org/10.3390/ijgi7100410" @default.
• W2895791379 hasPublicationYear "2018" @default.
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