학술논문

A multi-purpose visual image processing system based on vision chip
Document Type
Conference
Source
2020 7th International Conference on Information Science and Control Engineering (ICISCE) ICISCE Information Science and Control Engineering (ICISCE), 2020 7th International Conference on. :60-64 Dec, 2020
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Visualization
Information science
Satellites
Protocols
Sockets
Machine vision
Neural networks
Visual image processing system
vision chip
FP-GA
Language
Abstract
This paper introduces a multi-purpose image processing system. The major components of the system are a vision chip that is dedicated to visual image processing, and a field-programmable gate array (FPGA), which handles all the inputs and outputs (IO) of the system. Using an FPGA, the system supports various IO protocols, on-line and offline work modes. Furthermore, using a vision chip for image processing, the system can obtain high performance up to 208 Giga Operations Per Second (GOPS) and high energy efficiency up to 194 Giga Operations Per Second Per Watt (GOPS/W) for image processing.