The Internet Archive has a preservation copy of this work in our general collections.
The file type is application/pdf.
Filters
Independent Process Analysis without A Priori Dimensional Information
[article]
2007
arXiv
pre-print
Preserved Fulltext
Recently, several algorithms have been proposed for independent subspace analysis where hidden variables are i.i.d. processes. ...
Central to our paper is that we introduce a cascade of algorithms, which aims to solve these tasks without previous knowledge about the number and the dimensions of the hidden processes. ...
Introduction Independent Subspace Analysis (ISA), also known as Multidimensional Independent Component Analysis [1] , is a generalization of Independent Component Analysis (ICA). ...
arXiv:math/0703612v1
fatcat:n5rcghw4f5e7novk3euzferlzi
Independent Process Analysis Without a Priori Dimensional Information
[chapter]
Independent Component Analysis and Signal Separation
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Recently, several algorithms have been proposed for independent subspace analysis where hidden variables are i.i.d. processes. ...
Central to our paper is that we introduce a cascade of algorithms, which aims to solve these tasks without previous knowledge about the number and the dimensions of the hidden processes. ...
Introduction Independent Subspace Analysis (ISA) [1] is a generalization of Independent Component Analysis (ICA). ...
doi:10.1007/978-3-540-74494-8_32
dblp:conf/ica/PoczosSKL07
fatcat:2ofudvttyrdhdm5kpkwhr2dnpu
Independent Component Analysis of Spectral Absorbance Image in Human Skin
2000
Optical Review
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2003; you can also visit the original URL.
The file type is application/pdf.
The qualitative information and spatial distribution of the pigments can be extracted by the independent component analysis. ...
The image of spectral absorbance in human skin is analyzed by independent component analysis. The spectral absorbance image is estimated from an image with red, green, and blue channels. ...
ICA is a technique that extracts the original signals from mixtures of many independent sources without a priori information on the sources or the process of the mixture. ...
doi:10.1007/s10043-000-0479-x
fatcat:cnuc7zlt6vbfzg4nizzb5x75f4
Features Of Using The Modern Software For Thermal Field 3D Modelling
2018
Proceedings of X International Scientific and Practical Conference "Electronics and Information Technologies"
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Interrelation of tectonic activity with a thermal stream, stratygraphy and lithology of Beregovo district of Transcarpathian is examined. ...
Three-dimensional models of thermal field, stratigraphic and lithologic ones ware created Index Terms-thermal stream, tectonic activity, design, environment ...
is adequate to the a priori geological information and the observed field. ...
doi:10.30970/elit2018.b22
fatcat:xqbgzhy2ojgktjid3omahsoh3m
On the use of ICA for hyperspectral image analysis
2009
2009 IEEE International Geoscience and Remote Sensing Symposium
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Independent component analysis (ICA) is a very popular method that has shown success in blind source separation, feature extraction and unsupervised recognition. ...
In a second part, the use of ICA for dimensionality reduction is studied in the frame of hyperspectral data classification. ...
We propose the use of ICA as a pre-processing step for a Bayesian Positive Source Separation in order to reduce the computational load without penalizing the performances of this method. ...
doi:10.1109/igarss.2009.5417363
dblp:conf/igarss/VillaCJBM09
fatcat:vexpdrpkjvh3xcm3szf4fpel2q
Blind source separation techniques for percolation type leakage detection in dikes using fiber optic DTS signals
2008
19th International Conference on Optical Fibre Sensors
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Two independent component analysis algorithms, JADE and FastICA, assuming independence of sources, are tested to find the best solution for leakage detection. ...
The use of DTS data to detect leakages in dikes necessitates some processing of this data. ...
Blind source separation consists in recovering these unknown source signals without any a priori information about the sources or their mixing coefficients. ...
doi:10.1117/12.785995
fatcat:qyuaqlez55gthpulzjrundilya
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis
2010
2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
In this paper, a technique based on Independent Component Analysis (ICA) and morphological attribute filters is presented for the classification of high geometrical resolution hyperspectral images. ...
Moreover, a method for increasing the robustness of the analysis based on a decision fusion strategy is proposed. ...
Due to the limitations of PCA when extracting the informative sources from the high dimensional data, in [4] , the authors proposed to perform an Independent Component Analysis (ICA) before the computation ...
doi:10.1109/whispers.2010.5594964
dblp:conf/whispers/MuraVBCB10
fatcat:ljo7dd7bdzc7jai4mjrx5jzgxu
On Receiver Design for Diffusion-Based Molecular Communication
2014
IEEE Transactions on Signal Processing
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Numerical results indicate that the proposed signal processing technique followed by the one-shot detector achieves near-optimal throughput without the need of a priori information in both short-range ...
For the detector design, both a low-complexity one-shot optimal detector for mutual information maximization and a near Maximum Likelihood (ML) sequence detector are proposed. ...
without the need of a priori information over a wide range of system parameters of practical interest. ...
doi:10.1109/tsp.2014.2359644
fatcat:6jgfgfzzxzejvhxl7q424276fi
Maximum Entropy Principle, Equal Probability a Priori and Gibbs Paradox
[article]
2011
arXiv
pre-print
Preserved Fulltext
The Internet Archive has a preservation copy of this work in our general collections.
The file type is application/pdf.
Other Versions
However, applying the same MaxEnt method to grand canonical ensemble fails; while carefully following the classic approach based on Boltzmann's microcanonical equal probability a priori produces the correct ...
We prove that information-theoretic maximum entropy (MaxEnt) approach to canonical ensemble is mathematically equivalent to the classic approach of Boltzmann, Gibbs and Darwin-Fowler. ...
In the classic approach, the equal a priori probability of the entire microcanonical ensemble can be verified from such a uniform prior distribution of the independent subsystems without any constraint ...
arXiv:1105.4118v2
fatcat:fxyzidmhojgqpg5g7mt5r3pmcq
Conceptual Analysis, Dualism, and the Explanatory Gap
1999
Philosophical Review
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2015; you can also visit the original URL.
The file type is application/pdf.
JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. ...
We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact support@jstor.org. . ...
Without the help of a conceptual analysis, how might such an identity claim be justified? ...
doi:10.2307/2998259
fatcat:bf2fi4qxlvagzkhguntkhybujq
Individual decision processes in an assessment center
1985
Journal of Applied Psychology
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2008; you can also visit the original URL.
The file type is application/pdf.
Support was found for both a formal and informal method of arriving at an overall assessment rating (OAR). ...
Past research has shown that assessment centers have accurately predicted managerial success in a number of organizations. ...
The sample of dimensional ratings for the other 36 assessors were pooled for a betweenassessor factor analysis. ...
doi:10.1037//0021-9010.70.4.737
fatcat:x5q4bjewtjathb4viy4vwfzxbe
Individual decision processes in an assessment center
1985
Journal of Applied Psychology
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2008; you can also visit the original URL.
The file type is application/pdf.
Support was found for both a formal and informal method of arriving at an overall assessment rating (OAR). ...
Past research has shown that assessment centers have accurately predicted managerial success in a number of organizations. ...
The sample of dimensional ratings for the other 36 assessors were pooled for a betweenassessor factor analysis. ...
doi:10.1037/0021-9010.70.4.737
fatcat:oldgpdz74vdsvf6xhgiadjddem
Precoder-aided iterative detection assisted multilevel coding and three-dimensional EXIT-chart analysis
2006
IEEE Wireless Communications and Networking Conference, 2006. WCNC 2006.
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
A novel three-dimensional (3D) EXIT chart is developed for investigating the iterative behaviour of Multilevel Coding (MLC) invoking Multistage Decoding (MSD). ...
The extrinsic information transfer characteristics of both the symbol-to-bit demapper used and those of the differentprotection constituent decoders suggest that potential improvements can be achieved ...
Instead, each decoder D i processes the a priori knowledge in a parallel and independent manner. Hence, this potentially results in a reduction of the associated processing delay. ...
doi:10.1109/wcnc.2006.1696478
dblp:conf/wcnc/TeeNH06
fatcat:qrknlce3lzchboeifjngjzcbyq
Independent-component analysis of skin color image
1999
Optical Society of America. Journal A: Optics, Image Science, and Vision
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2014; you can also visit the original URL.
The file type is application/pdf.
The spatial distributions of melanin and hemoglobin in human skin are separated by independent component analysis of skin color image. ...
In this paper, the principle of independent component analysis is described and it is also shown that the components of melanin and hemoglobin from skin color image can be separated both theoretically ...
Acknowledgement A part of this research was supported by Photographic Research Fund of Konica Imaging Foundation. ...
doi:10.1364/josaa.16.002169
pmid:10474894
fatcat:r4dp37t3dnda7nghybdlycnb7a
Detection and Identification of Camouflaged Targets using Hyperspectral and LiDAR data
2018
Defence Science Journal
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
It narrows down the location of the potential camouflaged targets by detecting camouflaging net using Independent component analysis and spectral matching algorithms. ...
Desired camouflaged target (set of three chairs as a target under a camouflaging net) has been resolved in three steps: First, hyperspectral data processing helps to detect the locations of potential camouflaged ...
The work has been divided into two parts, first, detection of camouflaging material has been performed using spectral information from HSI data, which first has been pre-processed using independent component ...
doi:10.14429/dsj.68.12731
fatcat:y5u7shef4be6fpumdck4k3obyu
« Previous
Showing results 1 — 15 out of 173,390 results