Title :
Image processing applied to the analysis of electrophoresis gels
Author :
Wang, Qiaofei ; Mattila, Kari ; Frey, Harry ; Neuvo, Y.
Author_Institution :
Tampere, Univ. of Technol., Finland
Abstract :
In order to extract the protein spots in a gel image from the uneven background which has sharp edges, e.g., lines and streaks in some area, the authors have developed a detection algorithm where the median or FIR median hybrid (FMH) filter is taken as the smoother to estimate the varying background. A performance comparison shows that FMH detectors provide a simple implementation as well as a good compromise between streak removing and spot distortion. Spot matching approaches, including structural matching and statistical matching are also discussed
Keywords :
electrophoresis; filtering and prediction theory; gels; pattern recognition; picture processing; FIR median hybrid; FMH detectors; biological images; biomedical images; detection algorithm; electrophoresis gels; image processing; image segmentation; performance comparison; protein spots; smoother; spot distortion; spot matching; statistical matching; streak removing; structural matching; Biomedical signal processing; Detectors; Electrokinetics; Filters; Image analysis; Image edge detection; Image processing; Laboratories; Nervous system; Proteins;
Conference_Titel :
Circuits and Systems, 1991. Conference Proceedings, China., 1991 International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/CICCAS.1991.184479