Abstract Based on previous research, this paper proposes a model and implementation of large-scale fingerprint image retrieval. In the retrieval, C-means clustering method is used to quickly retrieve images, shortest path algorithm achieve effective matching fingerprints, finally, fingerprints with higher rate are obtained, thereby realizing rapid retrieval IDs. The minutiae features analyzed, ...