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

Table 4.

Multi Sensor image fusion techniques reported in literature

Authors Neural networks classifications Wavelet based classifications Contourlet based classifications Other classifications
NN ANN PNN PCNN WT DWT SWT DCT DT-CWT SI-DWT CT NSCT PCA IHS Entropy Fuzzy HVS RVS HPF SVR
Paramanandham [48] p p p p p p p p
Ehlers [49] p p p
Yoonsuk Choi [50] p p p p p
Ross [51] p p
Li [52] p
Egfin Nirmala [53] p p p
Pohl [54] p p p p p p
Uttam Kumar [55] p p p
Meti [56] p p p p
Makode [57] p p p p p
Chang [58] p p p p
Jiang [15] p p p p p
Hall [59] p p
Satish Kumar [60] p
Pawar [61] p p p p p p
Lemeshewsky [62] p p p p
Dengi [63] p p
Li [64] p
Zheng [65] p
Li [66] p p p p

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

NN, Neural network, DWT, Discrete wavelet transform, DCT, Discrete cosine transform, PNN, Pulse-coupled neural network, WT, Wavelet transform, SWT, Stationary wavelet transform, ANN, Artificial neural network,, SI-DWT, Shift invariant discrete wavelet transform, PCNN, Pulse-coupled neural network, PCA, Principal component analysis, NSCT, Non-subsampled contourlet transform, CT, Contourlet transform, HIS, Hue intensity saturation, DT-CWT, Dual-tree complex wavelet transform, HVS, Hue value saturation, RVS, Regression variable substitution. HPF, High pass filter, SVR, Synthetic variable ratio