Evolution of a Web-Scale Near Duplicate Image Detection System. (arXiv:2209.08433v1 [cs.CV])

Detecting near duplicate images is fundamental to the content ecosystem of
photo sharing web applications. However, such a task is challenging when
involving a web-scale image corpus containing billions of images. In this
paper, we present an efficient system for detecting near duplicate images
across 8 billion images. Our system consists of three stages: candidate
generation, candidate selection, and clustering. We also demonstrate that this
system can be used to greatly improve the quality of recommendations and search
results across …

arxiv detection duplicate evolution image image detection near scale web