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Nonlinear Multiscale Filtering
Oleh:
Pollak, I.
Jenis:
Article from Bulletin/Magazine
Dalam koleksi:
IEEE Signal Processing Magazine vol. 19 no. 5 (2002)
,
page 26-36.
Topik:
FILTERING
;
non linear
;
multiscale
;
filtering
Ketersediaan
Perpustakaan Pusat (Semanggi)
Nomor Panggil:
SS26.6
Non-tandon:
1 (dapat dipinjam: 0)
Tandon:
tidak ada
Lihat Detail Induk
Isi artikel
In this article, we give an overview of scale - spaces and their application to noise suppression and segmentation of 1 - D signals and 2 - D images. Several prototypical problems serve as our motivation. We review several scale - spaces (linear Gaussian, Perona - Malik, and SIDE - stabilized inverse diffusion equation) and discuss their advantages and shortcomings. We describe our previous work and argue that a very simple nonlinear scale - space leads to a fast estimation algorithm which produces accurate segmentations and estimates of signals and images.
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