Human visual system-based fundus image quality assessment of portable fundus camera photographs

S Wang, K Jin, H Lu, C Cheng, J Ye… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Telemedicine and the medical “big data” era in ophthalmology highlight the use of non-
mydriatic ocular fundus photography, which has given rise to indispensable applications of …

Automatic fundus image quality assessment on a continuous scale

RA Karlsson, BA Jonsson, SH Hardarson… - Computers in Biology …, 2021 - Elsevier
Fundus photography is commonly used for screening, diagnosis, and monitoring of various
diseases affecting the eye. In addition, it has shown promise in the diagnosis of brain …

Fundus image quality assessment: survey, challenges, and future scope

A Raj, AK Tiwari, MG Martini - IET Image Processing, 2019 - Wiley Online Library
Various ocular diseases, such as cataract, diabetic retinopathy, and glaucoma have affected
a large proportion of the population worldwide. In ophthalmology, fundus photography is …

Automated quality assessment of retinal fundus photos

J Paulus, J Meier, R Bock, J Hornegger… - International journal of …, 2010 - Springer
Objective Automated, objective and fast measurement of the image quality of single retinal
fundus photos to allow a stable and reliable medical evaluation. Methods The proposed …

Assessment of image quality on color fundus retinal images using the automatic retinal image analysis

C Shi, J Lee, G Wang, X Dou, F Yuan, B Zee - Scientific Reports, 2022 - nature.com
Image quality assessment is essential for retinopathy detection on color fundus retinal
image. However, most studies focused on the classification of good and poor quality without …

Multivariate regression-based convolutional neural network model for fundus image quality assessment

A Raj, NA Shah, AK Tiwari, MG Martini - Ieee Access, 2020 - ieeexplore.ieee.org
Objectively assessing the perceptual quality of an ocular fundus image is essential for the
reliable diagnosis of various ocular diseases. A fair amount of work has been done in this …

Automated quality assessment of colour fundus images for diabetic retinopathy screening in telemedicine

SK Saha, B Fernando, J Cuadros, D Xiao… - Journal of digital …, 2018 - Springer
Fundus images obtained in a telemedicine program are acquired at different sites that are
captured by people who have varying levels of experience. These result in a relatively high …

Retinal image quality assessment based on image clarity and content

L Abdel-Hamid, A El-Rafei, S El-Ramly… - … of biomedical optics, 2016 - spiedigitallibrary.org
Retinal image quality assessment (RIQA) is an essential step in automated screening
systems to avoid misdiagnosis caused by processing poor quality retinal images. A no …

MSHF: a multi-source heterogeneous fundus (MSHF) dataset for image quality assessment

K Jin, Z Gao, X Jiang, Y Wang, X Ma, Y Li, J Ye - Scientific Data, 2023 - nature.com
Image quality assessment (IQA) is significant for current techniques of image-based
computer-aided diagnosis, and fundus imaging is the chief modality for screening and …

Quality evaluation of digital fundus images through combined measures

D Veiga, C Pereira, M Ferreira… - Journal of Medical …, 2014 - spiedigitallibrary.org
The evaluation of image quality is an important step before an automatic analysis of retinal
images. Several conditions can impair the acquisition of a good image, and minimum image …