1. Feature point extraction of high-resolution image based on multi-thread mode
- Author
-
Haimeng Zhao, Peng Sun, Sun Yiyuan, Mingchun Wang, and Yang Haiju
- Subjects
Multi-core processor ,Speedup ,Computer science ,computer.internet_protocol ,business.industry ,Feature extraction ,Thread (computing) ,law.invention ,Internet protocol suite ,Software ,Computer engineering ,law ,Feature (computer vision) ,Internet Protocol ,business ,computer - Abstract
To solve the poor real-time problem of SIFT algorithm, the cooperative operation mechanism of multi-core algorithm on multi-thread mode is designed based on OpenMP software runtime. First, a collaboration mechanism between multiple processor cores is designed based on the multi-core operating framework. Then, a high-speed interaction method is designed for the data between different platforms based on the TCP/IP protocol. Finally, the experiment shows that this scheme can greatly make the processing speed up for highresolution image and effectively solves the real-time problem of the algorithm.
- Published
- 2020