2020
DOI: 10.1016/j.asr.2020.05.041
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An object based framework for building change analysis using 2D and 3D information of high resolution satellite images

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Cited by 14 publications
(10 citation statements)
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“…The reason why this system is widely recog-nized and used is because the cast-in-place system is relatively inexpensive, and the construction personnel are also very experienced, and the technology has matured. However, the cast-in-place structure has some obvious defects in engineering application, for example, there are a series of problems such as high labor intensity of workers, excessive manual operation, long construction period, cumbersome procedures, low production efficiency, and difficulty in guaranteeing project quality [3]. Our country is in a period of accelerating urbanization process, and a large number of houses need to be built every year.…”
Section: Introductionmentioning
confidence: 99%
“…The reason why this system is widely recog-nized and used is because the cast-in-place system is relatively inexpensive, and the construction personnel are also very experienced, and the technology has matured. However, the cast-in-place structure has some obvious defects in engineering application, for example, there are a series of problems such as high labor intensity of workers, excessive manual operation, long construction period, cumbersome procedures, low production efficiency, and difficulty in guaranteeing project quality [3]. Our country is in a period of accelerating urbanization process, and a large number of houses need to be built every year.…”
Section: Introductionmentioning
confidence: 99%
“…Analyzing the impact of an enterprise's knowledge management could provide information about its capabilities within the area of innovation performance. Knowledge management capabilities contribute to improvement of the financial condition of enterprises listed on the NewConnect market (Yuanqin, 2022;Vilia Biglieri & Małecka, 2021;Mohammadi & Samadzadegan, 2020;Naqshbandi & Jasimuddin, 2018).…”
Section: Methodsmentioning
confidence: 99%
“…In the second category, various methods for extracting buildings through 2D VHR images are presented. For instance, the method based on energy minimization function like active contour model-based (Ahmadi et al, 2010), the process based on image segmentation like graph theory (Sirmacek and Unsalan, 2009), the method based on graphical models like Markov Random Fields (MRFs) (Ngo et al, 2017), object-based method (Mohammadi and Samadzadegan, 2020;Tomljenovic et al, 2016), morphological index-based method (Huang and Zhang, 2012) and traditional machine learning methods (Jiang et al, 2018;Ozdarici-Ok et al, 2015;Pacifici et al, 2009;Zhang et al, 2015). Although these methods have made significant advances in the extraction of building objects from 2D VHR images, achieving accurate results in the extraction of buildings objects using only RGB spectral channels is challenging for various reasons: 1-Unlike the images used in computer vision applications, VHR images include vast areas that cause variation scale and dimensions of buildings.…”
Section: Introductionmentioning
confidence: 99%