Hi, I don't know about image Local and Global features. Is HOG and Wavelet both are Image Local features? Please clarify me both terms with example. Thanks in advance.
Global feature means looking the whole image while local means focusing on something. In a group photograph, you may look all 10 faces in the group and may not recognize some of them. You may only on one face then this become local. In a face, nose, eyes etc are local features. Wavelets are capable to give you local as well as global features.
The only criteria is that whether the feature vector represents the entire image or some parts of the image. If it represents the entire image, then it should be a global feature, otherwise it should be a local feature.