Look at my "Empirical wavelets" (included curvelets, and others)

Dear Zeashan. Thanks for the help.

https://www.uni-ulm.de/fileadmin/website_uni_ulm/mawi.inst.070/urban/papers/hong_final.pdf

Maybe this approach helps also:

https://www.researchgate.net/publication/262698936_Banknote_authentication_with_mobile_devices

Conference Paper Banknote Authentication with Mobile Devices

Thank you Hana and Volker. A good link.

Look at my "Empirical wavelets" (included curvelets, and others)

Really, very much interesting question. I like this field very much.

you could also look at the diffusion wavelet construction by the coifman et. al

Hello

Hello

The image is an signal with 2D

and, so

I can suggest you to view this publications

https://www.researchgate.net/publication/235933497_Noise_cancellation_in_Doppler_moment_estimation_of_array_weather_radar_signals_using_lifted_biorthogonal_wavelets

https://www.researchgate.net/publication/233966030_De-noised_estimation_of_theweather_Doppler_spectrum_by_the_wavelet_method

Cordially

Article Noise cancellation in Doppler moment estimation of array wea...

Article De-noised estimation of theweather Doppler spectrum by the w...