Title :
FPGA technology and parallel computing towards automatic microarray image processing
Author :
Belean, Bogdan ; Borda, Monica ; LeGal, Bertrand ; Malutan, Raul
Author_Institution :
Commun. Dept., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
Abstract :
Automation, computational time and cost are open subjects in microarray image processing. The present paper proposes image processing techniques together with their implementations in order to eliminate the shortcomings of the existing software platforms for microarray image processing: user intervention, increased computational time and cost. Thus, for each step of microarray image processing, application-specific hardware architectures are designed aiming algorithms parallelization for fast processing. Computational time is estimated and compared with state of the art approaches. The proposed hardware architectures integrated inside microarray scanners deliver microarray image characteristics in an automated manner, excluding the need of an additional software platform. The FPGA technology was chosen for implementation, due to its parallel computation capabilities and ease of reconfiguration.
Keywords :
field programmable gate arrays; image processing; parallel processing; FPGA technology; automatic microarray image processing; computational time; hardware architectures; parallel computing; user intervention; Computer architecture; DNA; Field programmable gate arrays; Hardware; Image edge detection; Image segmentation; Microarray; image processing; parallel computing;
Conference_Titel :
Telecommunications and Signal Processing (TSP), 2011 34th International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-1410-8
DOI :
10.1109/TSP.2011.6043657