Title :
Architectures and algorithms for image and video processing using FPGA-based platform
Author :
Pandey, J.G. ; Karmakar, A. ; Shekhar, C. ; Gurunarayanan, S.
Author_Institution :
Central Electron. Eng. Res. Inst., Pilani, India
Abstract :
The work illustrates the use of platform-based design to achieve efficiently-configured hardware-software system solution that can meet the conflicting demands of high performance, low power and quick turnaround time for embedded system development. It presents embedded system design techniques using field-programmable gate arrays (FPGAs) for image and video processing application. Here, by identifying, building and integrating all necessary hardware and software components, an embedded implementation of a kernel-based mean shift (KBMS) object tracking algorithm has been proposed [1]. To fulfill the specific needs of hardware/software implementation Virtex-5 FXT FPGA device (which has an embedded PowerPC processor) available on Xilinx ML-507 platform has been used [2].
Keywords :
embedded systems; field programmable gate arrays; logic design; object tracking; video signal processing; FPGA-based platform; Virtex-5 FXT FPGA device; Xilinx ML-507 FPGA platform; efficiently-configured hardware-software system; embedded PowerPC processor; embedded system design techniques; field-programmable gate arrays; hardware components; image processing system; kernel-based mean shift object tracking algorithm; software components; video processing system; Algorithm design and analysis; Computer architecture; Embedded systems; Field programmable gate arrays; Hardware; Histograms; Architectures and algorithms; FPGA-based design; image and video processing; platform-based design;
Conference_Titel :
VLSI Design and Test, 18th International Symposium on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-5088-1
DOI :
10.1109/ISVDAT.2014.6881081
