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. 2021 Jan 24;28(7):4425–4447. doi: 10.1007/s11831-021-09540-7

Table 7.

Multi-Focus fusion techniques reported in literature

Authors Neural networks classifications Wavelet based classifications Contourlet based classifications Other classifications
ANN PNN PCNN SPCNN DWT SWT CWT LSW DCT DT-CWT CT NSCT NSST PCA HIS Entropy Fuzzy EOG HMM Avg
Maruthi [4] p p p p p p p p p p p p p p
Wang [95]
Bhatnagar [105]
Anish [108] p p p p p p p p p
Li [109] p p p p
Wang [110] p p p
Li [111] p p p
Huang [112] p p p
Garg [113] p p p
Kaur [114] p p p p p p p p
Kaur [115] p p
Liu [116] p
Malhotra [117] p p
Sulaiman [118] p p p p
Li [119] p p p
Haghigha [120] p p p
Tian [121] p
Yang [122] p p p p
Malik [123] p p
Chai [124] p p
Qu [125] p p p
Maruthi [126] p p

Here p represents the literature review on different fields in various categorizations by different authors

SPCNN, Standard PCNN, LSW, Lifting stationary wavelet, MWT, Wavelet transform, DDWD, Dual-tree wavelet transform, EOG, Energy of image gradient, HMM, Hidden markov modeling, PSO, Particle swarm optimization