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DETECTING VISUAL OBJECTS BY EDGE CRAWLING

delete2020-05-23
delete9
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OA
AI
R
Rafał Grycuk *
A
Adam Wojciechowski
W
Wei Wei
A
Agnieszka Siwocha
DOI:10.2478/jaiscr-2020-0015delete
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摘要

摘要

En 中文
Content-based image retrieval methods develop rapidly with a growing scale of image repositories. They are usually based on comparing and indexing some image features. We developed a new algorithm for finding objects in images by traversing their edges. Moreover, we describe the objects by histograms of local features and angles. We use such a description to retrieve similar images fast. We performed extensive experiments on three established image datasets proving the effectiveness of the proposed method.
Keyword:
content-based image retrieval
crawler
edge detection
image descriptor
object extraction

期刊

Journal of Artificial Intelligence and Soft Computing Research 封面图
Journal of Artificial Intelligence and Soft Computing Research
IF:
2.4
论文数:
170
被引数:
459

机构

U
University of Social Sciences
学者数:
97
论文数: 114
被引数: 1
T
technical university czestochowa
学者数:
1.3K
论文数: 1.5K
被引数: 1
L
Lodz University of Technology
学者数:
4.7K
论文数: 4.5K
被引数: 4.2K
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