Please use this identifier to cite or link to this item:
http://dspace.cityu.edu.hk/handle/2031/66
Title: | FastLSH – A Similarity Search System |
Authors: | Xu, Yaohai |
Department: | Department of Computer Science |
Issue Date: | 2017 |
Supervisor: | Supervisor: Dr. Nutanong, Sarana; First Reader: Dr. Wang, Jianping; Second Reader: Prof. Zhang, Qingfu |
Abstract: | Similarity search is an important component in Artificial Intelligence field. While existing solutions are usually problem specific, I proposed a flexible and high performance similarity Search Engine on High Dimensional Big data. The system can complete a query with one million base set in less than a hundred milliseconds. The system aims at providing a Fast, Flexible, Scalable and Extensible solution for similarity search by its seven different packages. By providing a wide range of interfaces, user may pick the one best suits their own needs for similarity search. |
Appears in Collections: | Computer Science - Undergraduate Final Year Projects |
Files in This Item:
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