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A Brief Study of Image Processing and Techniques
Abstract
The development of digital image processing is closely tied to the development of the digital computers. Because of its nature, digital image requires lot of storage space and their processing needs so much computational power that progress in the field of digital image processing had been highly dependent on the development of modern digital computer which came only in 1940s. This paper is a complete review of various image processing techniques and large number of related application in diverse disciplines, including medical, biometrics, moving object tracking, vehicle detection & monitoring, document analysis and retrieval, outdoor surveillance, remote sensing and Traffic queue detection algorithm for processing various real time image processing challenges. Techniques discussed segmentation, edge detection and corner detection also application areas and their future scope are explained. The intension of this paper is useful to researchers and practitioners interested in real time image processing.
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References
Alexey A ,Kulvicius T, Florentin W,‖ Real-time image segmentation on a GPU,‖ unpublished
Siddharthy S.,‖Detecting the object by Image Segmentation Algorithm using FPGA,‖International Journal of VLSI and Signal Processing Application, Vol.2, Issue 1, Feb 2012
Peng B.,Zhang L.,Zhang D.,Yang J.,‖Image segmentaion by iterated region merging with localized graph cuts,‖ unpublished
Zhang K., Zhang L., Song H., Zhou W., ―Active contours with selective local or global segmentation: A new formation and level set method ,‖ Image and Vision computing ,vol. 28, 2010, pp-668-676
Boykov Y.Y.,Jolly M.P., ―Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images,‖ unpublished
Bob Zhang, Lin Zhang, ChinaLei Zhang, Chinand Fakhri Karray:‖ Retinal Vessel Extraction by Matched Filter with First-Order Derivative of Gaussian,‖ unpublished
Ms. PRIYANKA S. CHIKKALI, Prof. K. PRABHUSHETTY: ―FPGA based Image Edge Detection and Segmentation‖ Vol No. 9, Issue No.2, pp-187 – 192
V.Elamaran, G.Rajkumar: “FPGA implementation of point processes using xilinx system generator,‖ 31st July 2012. Vol. 41 No.2
M. Chandrasekhar, U. Naresh Kumar, K. Sudershan Reddy, K. Nagabhushan Raju: ―FPGA Implementation of High Speed Infrared Image Enhancement,‖ ISSN 0975 - 6450 Volume 1 Number 3, 2009, pp. 279–285
S.Munawar Ali, Mr. Naveen. Mr. P.Abdul Khayum: ―FPGA Based Design and Implementation of Image Architecture using XILINX System Generator, ―IJCAE, Vol.3 Issue 1, July 2012, pp-132- 138
Paul Bao, Lei Zhang, and Xiaolin Wu: ―Canny Edge Detection Enhancement by Scale Multiplication‖ VOL. 27, NO. 9, September 2005
Mokhtarian F , Suomela R,” Robust Image Corner Detection Through Curvature Scale Space”, IEEE transactions on pattern analysis and machine intelligence, VOL. 20, NO. 12
Gupta P, Purohit G, Gupta A,”Traffic Load Computation using Corner Detection Technique in Matlab Simulink Model”, International Journal of Computer Applications August 2013 Edition.
Phull R, Mainali P,Yang Q, “Low Complexity Corner Detector Using CUDA for Multimedia Application”, International Conferences on Advances in Multimedia, MMEDIA 2011
Molder A, Martens O, “Image processing in the woodworking industry: Challenges, solutions and platforms”, Conference of electronics and Electrical engineering 2000
Mohmad A, Perroton L, ―”Special issuses on parllel computing for real time image processing”.
Sidhu J, Verma B, Dr Sardan H. K., ―Real time image processing design issuses,‖ National conference on computational instumentaion 2010, CISCO Chandigarh
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