Results 21 to 30 of about 21,812 (251)

Two Measures of Dependence

open access: yesEntropy, 2019
Two families of dependence measures between random variables are introduced. They are based on the Rényi divergence of order α and the relative
Amos Lapidoth, Christoph Pfister
doaj   +1 more source

Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization

open access: yesCoRR, 2023
Accepted at The 37th Pacific Asia Conference on Language, Information and Computation (PACLIC 37)
Cam-Van Nguyen Thi   +3 more
openaire   +3 more sources

Registration of Brain MRI/PET Images Based on Adaptive Combination of Intensity and Gradient Field Mutual Information

open access: yesInternational Journal of Biomedical Imaging, 2007
Traditional mutual information (MI) function aligns two multimodality images with intensity information, lacking spatial information, so that it usually presents many local maxima that can lead to inaccurate registration.
Jiangang Liu, Jie Tian
doaj   +1 more source

MI$$^2$$GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint [PDF]

open access: yes, 2020
The first two authors contributed ...
Xinpeng Xie   +5 more
openaire   +2 more sources

ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction

open access: yesBioengineering, 2023
Feature selection methods are essential for accurate disease classification and identifying informative biomarkers. While information-theoretic methods have been widely used, they often exhibit limitations such as high computational costs. Our previously
Sehee Wang, So Yeon Kim, Kyung-Ah Sohn
doaj   +1 more source

Comparison of co-expression measures: mutual information, correlation, and model based indices

open access: yesBMC Bioinformatics, 2012
Background Co-expression measures are often used to define networks among genes. Mutual information (MI) is often used as a generalized correlation measure.
Song Lin   +2 more
doaj   +1 more source

Achievable information rate optimization in C-band optical fiber communication system

open access: yesFrontiers of Optoelectronics, 2023
Optical fiber communication networks play an important role in the global telecommunication network. However, nonlinear effects in the optical fiber and transceiver noise greatly limit the performance of fiber communication systems.
Zheng Liu   +5 more
doaj   +1 more source

Entropy-Based Image Fusion with Joint Sparse Representation and Rolling Guidance Filter

open access: yesEntropy, 2020
Image fusion is a very practical technology that can be applied in many fields, such as medicine, remote sensing and surveillance. An image fusion method using multi-scale decomposition and joint sparse representation is introduced in this paper.
Yudan Liu   +5 more
doaj   +1 more source

Energy and Information Fluxes at Upper Ocean Density Fronts

open access: yesFluids, 2023
We present large eddy simulations of a midlatitude open ocean front using a modified state-of-the-art computational fluid dynamics code. We investigate the energy and information fluxes at the submesoscale/small-scale range in the absence of any ...
Pablo Cornejo, Adolfo Bahamonde
doaj   +1 more source

Conditional Rényi Divergence Saddlepoint and the Maximization of α-Mutual Information

open access: yesEntropy, 2019
Rényi-type generalizations of entropy, relative entropy and mutual information have found numerous applications throughout information theory and beyond. While there is consensus that the ways A.
Changxiao Cai, Sergio Verdú
doaj   +1 more source

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