High-Speed Region Detection and Labeling Using an FPGA Based Custom Computing Platform
نویسندگان
چکیده
General purpose custom computing platforms, such as Splash-2, have demonstrated the ability to enter mainstream computing not only due to their near application-specific speeds but also because of their ability to run a wide variety of tasks. Splash-2 is a second-generation FPGA-based system that can deliver processing performance rivaling application-specific systems, but is also reconfigurable. This paper describes a computationally intensive image processing task, known as region labeling, which demonstrates the effectiveness of such platforms. The design and implementation of a region labeling task on the Splash-2 custom computing platform are described and the resulting performance is compared with that of other machines.
منابع مشابه
An FPGA Prototype for a Multiplierless FIR Filter Built Using the Logarithmic Number System
Self-Timed FPGA Systems p. 21 XC6200 Fastmap Processor Interface p. 36 The Teramac Configurable Computer Engine p. 44 Telecommunication-Oriented FPGA and Dedicated CAD System p. 54 A Configurable Logic Processor for Machine Vision p. 68 Extending DSP-Boards with FPGA-Based Structures of Interconnection p. 78 High-Speed Region Detection and Labeling Using an FPGA Based Custom Computing Platform ...
متن کاملA low cost FPGA system for high speed face detection and tracking
We present an FPGA face detection and tracking system for audiovisual communications, with a particular focus on mobile videoconferencing. The advantages of deploying such a technology in a mobile handset are many, including face stabilisation, reduced bitrate, and higher quality video on practical display sizes. Most face detection methods, however, assume at least modest general purpose proce...
متن کاملConnected Component Labeling Algorithm for very complex and high resolution images on an FPGA platform
Connected Component Labeling (CCL) is a basic algorithm in image processing and an essential step in nearly every application dealing with object detection. It groups together pixels belonging to the same connected component (e.g. object). Special architectures such as ASICs, FPGAs and GPUs were utilised for achieving high data throughput, primarily for video processing. In this article, the FP...
متن کاملNeuro-fuzzy control of bilateral teleoperation system using FPGA
This paper presents an adaptive neuro-fuzzy controller ANFIS (Adaptive Neuro-Fuzzy Inference System) for a bilateral teleoperation system based on FPGA (Field Programmable Gate Array). The proposed controller combines the learning capabilities of neural networks with the inference capabilities of fuzzy logic, to adapt with dynamic variations in master and slave robots and to guarantee good prac...
متن کاملEvaluation of an FPGA-Based Heterogeneous Multicore Platform with SIMD/MIMD Custom Accelerators
Heterogeneous multi-core architectures with CPUs and accelerators attract many attentions since they can achieve power-efficient computing in various areas from low-power embedded processing to highperformance computing. Since the optimal architecture is different from application to application, finding the most suitable accelerator is very important. In this paper, we propose an FPGA-based he...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 1995