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arXiv 2202.03570eess.IVcs.CV
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Phase-Stretch Adaptive Gradient-Field Extractor (PAGE)

University of California, Los Angeles(加州大学洛杉矶分校)

Callen MacPhee, Madhuri Suthar, Bahram Jalali

英文摘要:

Phase-Stretch Adaptive Gradient-Field Extractor (PAGE) is an edge detection algorithm that is inspired by physics of electromagnetic diffraction and dispersion. A computational imaging algorithm, it identifies edges, their orientations and sharpness in a digital image where the image brightness changes abruptly. Edge detection is a basic operation performed by the eye and is crucial to visual perception. PAGE embeds an original image into a set of feature maps that can be used for object representation and classification. The algorithm performs exceptionally well as an edge and texture extractor in low light level and low contrast images. This manuscript is prepared to support the open-source code which is being simultaneously made available within the GitHub repository https://github.com/JalaliLabUCLA/Phase-Stretch-Adaptive-Gradient-field-Extractor/.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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