HOG descriptor is rotation invariant?
问题 I am working grass weed detection. I have started to extract features from the HoG descriptor. As studied from the HoG literature that the HoG is not rotation invariant. I have total 18 images of each class of grass weed and there is two classes. In my training and testing database I have rotated each image [5 10 15 20 ... 355] degree. training and testing is done using LibSVM package. and I am getting accuracy of about 80%. My question is if the HoG is not rotation invariant then how can I