arXiv Open Access 2010

Bilateral filters: what they can and cannot do

Oleg S. Pianykh

Lihat Sumber

Abstrak

Nonlinear bilateral filters (BF) deliver a fine blend of computational simplicity and blur-free denoising. However, little is known about their nature, noise-suppressing properties, and optimal choices of filter parameters. Our study is meant to fill this gap-explaining the underlying mechanism of bilateral filtering and providing the methodology for optimal filter selection. Practical application to CT image denoising is discussed to illustrate our results.

Topik & Kata Kunci

cs.CV

Penulis (1)

Oleg S. Pianykh

Format Sitasi

APA MLA BibTeX

Pianykh, O.S. (2010). Bilateral filters: what they can and cannot do. https://arxiv.org/abs/1007.1016

Akses Cepat

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Informasi Jurnal

Tahun Terbit: 2010
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓