2018
DOI: 10.1109/access.2018.2796632
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Can Signal-to-Noise Ratio Perform as a Baseline Indicator for Medical Image Quality Assessment

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Cited by 39 publications
(25 citation statements)
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“…The ENMIQA is compared against the following ten related BIQA measures: SNRTOI [ 18 ], BPRI [ 29 ], ILNIQE [ 30 ], QENI [ 31 ], SISBLIM [ 32 ], metricQ [ 33 ], SSEQ [ 34 ], SINDEX [ 35 ], MEON [ 36 ], and DEEPIQ [ 37 ]. The SNRTOI [ 18 ] was implemented by authors of this paper, while other methods were run using their publicly available Matlab implementations. All compared methods, similarly to ENMIQA, do not require training.…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…The ENMIQA is compared against the following ten related BIQA measures: SNRTOI [ 18 ], BPRI [ 29 ], ILNIQE [ 30 ], QENI [ 31 ], SISBLIM [ 32 ], metricQ [ 33 ], SSEQ [ 34 ], SINDEX [ 35 ], MEON [ 36 ], and DEEPIQ [ 37 ]. The SNRTOI [ 18 ] was implemented by authors of this paper, while other methods were run using their publicly available Matlab implementations. All compared methods, similarly to ENMIQA, do not require training.…”
Section: Resultsmentioning
confidence: 99%
“…In the work of Yu et al [ 16 ], four BIQA methods, i.e., BRISQUE, Natural Image Evaluator (NIQE), Blind Image Integrity Notator using DCT statistics (BLIINDS-II), and Blind Image Quality Index (BIQI), were trained on the SNR scores. Their correlation with the SNR was investigated by Zhang et al [ 18 ]. The BIQA methods for the assessment of brain MR scans were employed by Sandilya and Nirmala [ 19 ] and Osadebey et al [ 20 ].…”
Section: Introductionmentioning
confidence: 99%
“…The method was compared with the following 21 state‐of‐the‐art NR techniques with publicly available sourcecode: BRISQUE, NOREQI, BPRI, IL‐NIQE, HOSA, GWHGLBP, ORACLE, RATER, SCORER, QENI, GM‐LOG, SISBLIM, metricQ, SSEQ, S‐INDEX, NFERM, SEER, DEEPIQ, MEON, WaDIQaM‐NR, and SNRTOI . The NOREQI, BPRI, ORACLE, RATER, QENI, and SCORER are the most similar to NOMRIQA since they employ local features.…”
Section: Methodsmentioning
confidence: 99%
“…To determine whether the advantages of a method over other methods are statistically significant, the Wilcoxon rank‐sum test was used . In the experiments, the null hypothesis that 100 SRCC values of the two methods are samples from continuous distributions with equal medians was tested.…”
Section: Methodsmentioning
confidence: 99%
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