Can I predict the brix and acidity values of strawberry from images ?

I was wondering if we could predict the brix and acidity values from strawberry images, once we have classified the strawberry images to ripe, turning and white. If s, what method can be used? Is it regression? what kind of regression analysis? kindly help me in coding with matlab in predicting the brix and acidity values from strawberry images if it is possible.