Automatic Lane Extraction in Hemoglobin and Serum Protein Electrophoresis Using Image Processing

سال انتشار: 1391
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 569

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شناسه ملی سند علمی:

JR_JACR-3-4_003

تاریخ نمایه سازی: 16 شهریور 1395

چکیده مقاله:

Image analysis is an image processing technique that aims to extract features orinformation from images. Image analysis in medicine has a special place because isa basis for disease diagnosis for physicians. Electrophoresis is a laboratoryseparating technique. Electrophoresis images are created during the electrophoresisprocess. Serum protein and hemoglobin electrophoresis test are the most commontest in Laboratory. Each lane represents a patient's blood sample. Lane extraction isone of the most important steps in analyzing of electrophoresis images. This paper,proposed automatic lane extraction method based on Otsu thresholding andSavitzky-Golay smoothing. The results show the proposed method has 98%accurate.

نویسندگان

Samira Khodabakhshi

Department of computer engineering, Shahrood university of technology, shahrood, Iran

Hamid Hassanpour

Department of computer engineering, Shahrood university of technology, shahrood, Iran