In this paper; we propose an automatic method to obtain cells detection and cells migration tracking in order to analyze cells behaviors under different conditions. The images were obtained using phase-contrast video microscopy method. Proposed method normalizes original images in order to increase image contrast, and a classification process based on variance operator determines the nature of pixels in the image as cells or background. Each detected cell is associated to its centroid in order to initialize the tracking procedure to quantify the migration process. This technique is a fast way to describe cells migrations, robust to cell contracts and mitosis, all over their trajectories.
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Univ Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, EnglandUniv Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, England
Hand, A. J.
Sun, T.
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Univ Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, EnglandUniv Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, England
Sun, T.
Barber, D. C.
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Univ Sheffield, Royal Hallamshire Hosp, Sheffield S10 2JF, S Yorkshire, EnglandUniv Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, England
Barber, D. C.
Hose, D. R.
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Univ Sheffield, Royal Hallamshire Hosp, Sheffield S10 2JF, S Yorkshire, EnglandUniv Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, England
Hose, D. R.
MacNeil, S.
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Univ Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, EnglandUniv Sheffield, Kroto Res Inst, Sheffield S3 7HQ, S Yorkshire, England