DocumentCode :
1662279
Title :
FPGA based implementation of real-time image enhancement algorithms for Electro-Optical surveillance systems
Author :
Singh, Manvendra ; Purohit, Manoj ; Khare, Sudhir ; Kaushik, Brajesh Kumar
Author_Institution :
Instrum. R&D Establ., Dehradun, India
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
Electro-Optical (EO) surveillance systems are capable of performing autonomous search, detection, tracking and designation of potential targets. The detection and tracking of target at long range is a challenge due to atmospheric degradation and background clutter. The detection process heavily depends on its image quality. Various types of image enhancement techniques are being exploited to improve the detection capability. The performance of these techniques varies with operational scenario as the surveillance is a very subjective process by nature. Reconfigurable architecture based upon FPGA has been chosen to implement real-time image enhancement, for improved range performance (detection/recognition/identification) of EO systems considering the scenarios such as naval and land platforms. The architectural design based on FPGA and real time implementation results for these image processing algorithms along with improvement in the quality of image has been presented.
Keywords :
clutter; field programmable gate arrays; image enhancement; object detection; real-time systems; surveillance; target tracking; FPGA based implementation; architectural design; atmospheric degradation; background clutter; detection capability; detection process; electro-optical surveillance systems; image processing algorithms; image quality; land platform; naval platform; operational scenario; real-time image enhancement algorithms; reconfigurable architecture; target detection; target tracking; Algorithm design and analysis; Computer architecture; Field programmable gate arrays; Hardware; Histograms; Image enhancement; Real-time systems; Electro-optics; FPGA; real-time image enhancement; reconfigurable architecture; surveillance systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2015 12th International Conference on
Conference_Location :
Hua Hin
Type :
conf
DOI :
10.1109/ECTICon.2015.7207055
Filename :
7207055
Link To Document :
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