It's simply a list of all the measurements you make on an image. I can be structured what you want. Let's say you measure your image and find out mean = 20, standard deviation= 0.2. Then you could make a feature vector


 Feature_vector = {20, 0.2}


Then you can do whatever you want with that, for example measuring a texture quality, or similarity with other textures. 

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