New Algorithm Reduces Noise
Is this the future of detecting? I think so.
Take a set of data points and process them (just as we do with our brains) and voila! It doesn't have to be magic when you have good science to make it repeatable.
Watch out missed nuggets!
Currently, a type of software based on a machine-learning algorithm called deep learning has been shown to be effective at removing the blurriness or noise in images. These algorithms can be visualized as consisting of many interconnected layers
That may actually work. There are several research papers out there on this very type of research, like this one using frequency analysis of detector signals to get more accurate target discrimination: https://www.ndt.net/article/ecndt2006/doc/Tu.4.5.4.pdf
Another interesting part of the above paper is how they are mapping out the shape of objects by using a small camera to determine the position of the detector as it sweeps across a buried object, the resulting image is like what one woul
