Literature DB >> 17946653

Image quality assessment based on local variance.

Santiago Aja-Fernández1, Raúl San José Estépar, Carlos Alberola-López, Carl-Fredrik Westin.   

Abstract

A new and complementary method to assess image quality is presented. It is based on the comparison of the local variance distribution of two images. This new quality index is better suited to assess the non-stationarity of images, therefore it explicitly focuses on the image structure. We show that this new index outperforms other methods for the assessment of image quality in medical images.

Mesh:

Year:  2006        PMID: 17946653     DOI: 10.1109/IEMBS.2006.259516

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  7 in total

1.  Restoration of DWI data using a Rician LMMSE estimator.

Authors:  Santiago Aja-Fernandez; Marc Niethammer; Marek Kubicki; Martha E Shenton; Carl-Fredrik Westin
Journal:  IEEE Trans Med Imaging       Date:  2008-10       Impact factor: 10.048

2.  Efficient and robust nonlocal means denoising of MR data based on salient features matching.

Authors:  Antonio Tristán-Vega; Verónica García-Pérez; Santiago Aja-Fernández; Carl-Fredrik Westin
Journal:  Comput Methods Programs Biomed       Date:  2011-09-08       Impact factor: 5.428

3.  Adaptive anatomical preservation optimal denoising for radiation therapy daily MRI.

Authors:  Rapeepan Maitree; Gloria J Guzman Perez-Carrillo; Joshua S Shimony; H Michael Gach; Anupama Chundury; Michael Roach; H Harold Li; Deshan Yang
Journal:  J Med Imaging (Bellingham)       Date:  2017-09-01

4.  Sparse MR Image Reconstruction Considering Rician Noise Models: A CNN Approach.

Authors:  M V R Manimala; C Dhanunjaya Naidu; M N Giri Prasad
Journal:  Wirel Pers Commun       Date:  2020-08-11       Impact factor: 1.671

5.  Automated segmentation of multifocal basal ganglia T2*-weighted MRI hypointensities.

Authors:  Andreas Glatz; Mark E Bastin; Alexander J Kiker; Ian J Deary; Joanna M Wardlaw; Maria C Valdés Hernández
Journal:  Neuroimage       Date:  2014-10-14       Impact factor: 6.556

6.  Combination of Global Features for the Automatic Quality Assessment of Retinal Images.

Authors:  Jorge Jiménez-García; Roberto Romero-Oraá; María García; María I López-Gálvez; Roberto Hornero
Journal:  Entropy (Basel)       Date:  2019-03-21       Impact factor: 2.524

7.  Intelligent Wearable Devices Enabled Automatic Vehicle Detection and Tracking System with Video-Enabled UAV Networks Using Deep Convolutional Neural Network and IoT Surveillance.

Authors:  A R JayaSudha; Pankaj Dadheech; K Ramalingeswara Prasad; S Hemalatha; Meghna Sharma; Sajjad Shaukat Jamal; Daniel Krah
Journal:  J Healthc Eng       Date:  2022-03-28       Impact factor: 2.682

  7 in total

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