Contrast enhancement influences the detection of gradient based local invariant features and the matching of their descriptors ?
The detection and matching of gradient based local invariant features is influenced by image contrast enhancement. Contrast enhancement increases the amount of detectable SIFT & SURF keypoints. Contrast enhancement negatively affects the matching of SIFT & SURF descriptor sets.
contrast enhancement local invariant features sift surf histogram modification feature detection feature description feature matching