Matching Non-Identical Objects

arXiv:2403.08227v1 Announce Type: new
Abstract: Not identical but similar objects are everywhere in the world. Examples include four-legged animals such as dogs and cats, cars of different models, akin flowers in various colors, and countless others. In this study, we address a novel task of matching such non-identical objects. We propose a simple weighting scheme of descriptors that enhance various sparse image matching methods, which are originally designed for matching identical objects captured from different perspectives, and achieve semantically robust …

abstract animals arxiv cars cats colors cs.cv dogs examples novel objects simple study type world