Wavelet methods in statistics: Some recent developments and their applications

A Antoniadis - 2007 - projecteuclid.org
The development of wavelet theory has in recent years spawned applications in signal
processing, in fast algorithms for integral transforms, and in image and function …

Nonlinear multiscale wavelet diffusion for speckle suppression and edge enhancement in ultrasound images

Y Yue, MM Croitoru, A Bidani… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
This paper introduces a novel nonlinear multiscale wavelet diffusion method for ultrasound
speckle suppression and edge enhancement. This method is designed to utilize the …

Image segmentation and selective smoothing by using Mumford-Shah model

S Gao, TD Bui - IEEE Transactions on Image Processing, 2005 - ieeexplore.ieee.org
Recently, Chan and Vese developed an active contour model for image segmentation and
smoothing by using piecewise constant and smooth representation of an image. Tsai et al …

Robust wavelet-based super-resolution reconstruction: theory and algorithm

H Ji, C Fermüller - IEEE Transactions on Pattern Analysis and …, 2008 - ieeexplore.ieee.org
We present an analysis and algorithm for the problem of super-resolution imaging, that is the
reconstruction of HR (high-resolution) images from a sequence of LR (low-resolution) …

Image restoration: Wavelet frame shrinkage, nonlinear evolution pdes, and beyond

B Dong, Q Jiang, Z Shen - Multiscale Modeling & Simulation, 2017 - SIAM
In the past few decades, mathematics based approaches have been widely adopted in
various image restoration problems; the partial differential equation (PDE) based approach …

Are Adaptive Galerkin Schemes Dissipative?

RM Pereira, N Nguyen van yen, K Schneider, M Farge - SIAM Review, 2023 - SIAM
Adaptive Galerkin numerical schemes integrate time-dependent partial differential equations
with a finite number of basis functions, and a subset of them is selected at each time step …

Channel smoothing: Efficient robust smoothing of low-level signal features

M Felsberg, PE Forssén… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
In this paper, we present a new and efficient method to implement robust smoothing of low-
level signal features: B-spline channel smoothing. This method consists of three steps …

An improved hybrid model for molecular image denoising

J Rajan, K Kannan, MR Kaimal - Journal of Mathematical Imaging and …, 2008 - Springer
In this paper an improved hybrid method for removing noise from low SNR molecular
images is introduced. The method provides an improvement over the one suggested by Jian …

[PDF][PDF] Speckle noise reduction of medical ultrasound images using Bayesshrink wavelet threshold

K Karthikeyan, C Chandrasekar - International Journal of computer …, 2011 - Citeseer
In diagnosis of diseases Ultrasonic devices are frequently used by healthcare professionals.
The main problem during diagnosis is the distortion of visual signals obtained which is due …

Jump surface estimation, edge detection, and image restoration

P Qiu - Journal of the American Statistical Association, 2007 - Taylor & Francis
Surface estimation is important in many applications. When conventional smoothing
procedures (eg, running averages, local polynomial kernel smoothing procedures …