Name
Title | ||
|---|---|---|
An adaptive pattern recognition hardware with on-chip shift register-based partial reconfiguration |
Abstract | ||
|---|---|---|
A pattern recognition system that can process a large amount of image data at high speed is required in many fields. In this paper, we propose an on-chip pattern recognition system that utilizes the reconfigurability of the FPGA. The features of the system are not only very high recognition speed but also an adaptive function. For example, when objects to be detected change appearance, recognition parameters must be changed to retain the recognition accuracy. The system can automatically adjust by executing on-chip partial reconfiguration. The system runs at 25 MHz and can return a recognition result in one clock cycle, 40 ns. To update the system, all processes needed for searching for the best recognition parameters, generating configuration data and reconfiguring the system are carried out within 30s. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/FPT.2008.4762380 | Taipei |
Keywords | Field | DocType |
field programmable gate arrays,image recognition,object detection,shift registers,system-on-chip,FPGA,adaptive pattern recognition hardware,image recognition,object detection,on-chip shift register-based partial reconfiguration | Object detection,Shift register,Reconfigurability,System on a chip,Computer science,Field-programmable gate array,Real-time computing,Pixel,Cycles per instruction,Computer hardware,Control reconfiguration | Conference |
ISBN | Citations | PageRank |
978-1-4244-2796-3 | 2 | 0.51 |
References | Authors | |
4 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Hiroyuki Kawai | 1 | 3 | 0.94 |
| Yamaguchi, Y. | 2 | 19 | 4.31 |
| Yasunaga, M. | 3 | 3 | 0.92 |
| Glette, K. | 4 | 2 | 0.85 |