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We present and discuss a method to identify substructures in combined angular-redshift samples of galaxies within Clusters. The method relies on the use of Discrete Wavelet Transform (hereafter DWT) and has already been applied to the…

天体物理学 · 物理学 2009-10-31 A. Pagliaro , V. Antonuccio-Delogu , U. Becciani , M. Gambera

We have conducted an automated search for galaxy clusters within a contiguous 16 square degree I-band survey in the north Galactic hemisphere. A matched filter detection algorithm identifies 444 cluster candidates in the range 0.2 <= z <=…

天体物理学 · 物理学 2009-11-07 Marc Postman , Tod R. Lauer , William Oegerle , Megan Donahue

The ubiquitous presence of filamentary structures in the interstellar medium asks for an unbiased characterization of their properties including a stability analysis. We propose a novel technique to measure the spectrum of filaments in any…

星系天体物理 · 物理学 2018-12-19 Volker Ossenkopf-Okada , Rodion Stepanov

We report the search for intracluster light in four Abell Type II/III (non-cD) galaxy clusters: Abell 801, 1234, 1553, & 1914. We find on average that these clusters contain $\sim$ 10% of their detected stellar luminosity in a diffuse…

We describe a new method involving wavelet transforms for deriving the wind velocity associated with atmospheric turbulence layers from Generalized SCIDAR measurements. The algorithm analyses the cross-correlation of a series of…

天体物理学 · 物理学 2016-08-30 B. Garcia-Lorenzo , J. J. Fuensalida

Typical LHC analyses search for local features in kinematic distributions. Assumptions about anomalous patterns limit them to a relatively narrow subset of possible signals. Wavelets extract information from an entire distribution and…

高能物理 - 唯象学 · 物理学 2020-03-18 Ben G. Lillard , Tilman Plehn , Alexis Romero , Tim M. P. Tait

We use 3-D K Means clustering to characterize galaxy substructure in the Abell 2146 cluster of galaxies (z = 0.2343). This method objectively characterizes the cluster's substructure using projected position and velocity data for 67…

宇宙学与河外天体物理 · 物理学 2024-02-02 Mark J. Henriksen , Prajwal Panda

In this paper, we test whether two datasets share a common clustering structure. As a leading example, we focus on comparing clustering structures in two independent random samples from two mixtures of multivariate normal distributions.…

统计理论 · 数学 2022-11-21 Chao Gao , Zongming Ma

A study of correlations in tractable multiparticle cascade models in terms of wavelets reveals many promising features. The selfsimilar construction of the wavelet basis functions and their multiscale localization properties provide a new…

高能物理 - 唯象学 · 物理学 2016-09-01 Martin Greiner , Jens Giesemann , Peter Lipa , Peter Carruthers

Most time series observed in practice exhibit time-varying trend (first-order) and autocovariance (second-order) behaviour. Differencing is a commonly-used technique to remove the trend in such series, in order to estimate the time-varying…

统计方法学 · 统计学 2022-09-07 Euan T. McGonigle , Rebecca Killick , Matthew A. Nunes

Wavelet analysis of different patterns reveals some symmetries and singularities otherwise hidden in the pattern. Its general methods are briefly reviewed. Examples from turbulence, cavitation, Cherenkov gluon emission and quark-gluon jets…

高能物理 - 唯象学 · 物理学 2017-08-23 I. M. Dremin

We introduce a two-layer wavelet scattering network, for object classification. This scattering transform computes a spatial wavelet transform on the first layer and a new joint wavelet transform along spatial, angular and scale variables…

计算机视觉与模式识别 · 计算机科学 2014-03-11 Edouard Oyallon , Stéphane Mallat , Laurent Sifre

We analyze subsamples of Abell and ACO cluster catalogs, in order to study the spatial properties of the large scale matter distribution. The subsamples analyzed are estimated to be nearly complete and are the standard ones used in the…

天体物理学 · 物理学 2019-08-17 M. Montuori , F. Sylos Labini , A. Amici

Mutiscale analysis represents multiresolution scrutiny of a signal to improve its signal quality. Multiresolution analysis of 1D voice signal and 2D image is conducted using DCT, FFT and different wavelets such as Haar, Deubachies, Morlet,…

多媒体 · 计算机科学 2012-03-20 Niraj Shakhakarmi

High frequency wind time series measured at different heights from the ground (from 1.5 to 25.5 meters) in an urban area were investigated by using the variance of the coefficients of their wavelet transform. Two ranges of scales were…

应用统计 · 统计学 2019-06-17 Fabian Guignard , Dasaraden Mauree , Mikhail Kanevski , Luciano Telesca

The influence of higher-order wavelet properties on the analytic wavelet transform behavior is investigated, and wavelet functions offering advantageous performance are identified. This is accomplished through detailed investigation of the…

统计方法学 · 统计学 2011-10-18 J. M. Lilly , S. C. Olhede

We apply fractal analysis methods to investigate the scaling properties in the Abell and ACO catalogs of rich galaxy clusters. We also discuss different technical aspects of the method when applied to data sets with small number of points…

天体物理学 · 物理学 2009-10-22 S. Borgani , V. J. Martinez , M. A. Perez , R. Valdarnini

This paper provides a new similarity detection algorithm. Given an input set of multi-dimensional data points, where each data point is assumed to be multi-dimensional, and an additional reference data point for similarity finding, the…

人工智能 · 计算机科学 2017-07-12 Yariv Aizenbud , Amir Averbuch , Gil Shabat , Guy Ziv

A wavelet-like model for distributions of objects in natural and man-made terrestrial environments is developed. The model is constructed in a self-similar fashion, with the sizes, amplitudes, and numbers of objects occurring at a constant…

数据分析、统计与概率 · 物理学 2013-12-20 D. Keith Wilson , Chris L. Pettit , Sergey N. Vecherin

By wavelets approach we estimate densities. Then by means of mean value theorem we establish asymptotic consistency and normality for special divergence measures and construct their consistency bands.

统计方法学 · 统计学 2016-08-18 Amadou Diadie Ba