SImProv: Scalable Image Provenance Framework for Robust Content Attribution. (arXiv:2206.14245v1 [cs.CV])

We present SImProv - a scalable image provenance framework to match a query
image back to a trusted database of originals and identify possible
manipulations on the query. SImProv consists of three stages: a scalable search
stage for retrieving top-k most similar images; a re-ranking and
near-duplicated detection stage for identifying the original among the
candidates; and finally a manipulation detection and visualization stage for
localizing regions within the query that may have been manipulated to differ
from the original. …

arxiv attribution cv framework image provenance scalable