Title :
Fast Fingerprint Retrieval with Line Detection
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
Abstract :
In this paper, a retrieval method is proposed for audio and video fingerprinting systems by adopting a line detection technique. To achieve fast retrieval, the `lines´ are generated from sub-fingerprints of query and database, and the non-candidate lines are filtered out. So, the distance between query and refers can be calculated fast. To demonstrate the superiority of this method, the audio fingerprints and video fingerprints are generated for comparisons. The experimental results indicate that the proposed method outperforms the direct hashing method.
Keywords :
audio signal processing; cryptography; fingerprint identification; object detection; video retrieval; audio fingerprinting systems; fingerprint retrieval method; hashing method; line detection technique; video fingerprinting systems; Artificial neural networks; Computer vision; Databases; Feature extraction; Fingerprint recognition; Hamming distance; Monitoring;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.771