Nilanjan Ray

Professor
Department of Computing Science
University of Alberta, Canada


Cell Tracking Using Bipartite Graph Matching


Fig. 1: Two processing pipelines: left and right columns (see publications)

Cell tracking faces a unique challenge of scale: we often want to track hundreds of cells simultaneously from microscopy videos. Our effort in one of the first to use bipartite graph matching algorithm to successfully address this scale issue.

Related Publications
  • R. Chatterjee, M. Ghosh, A.S. Chowdhury, N. Ray, “Cell Tracking in Microscopic Video using Matching and Linking of Bipartite Graphs,” Computer Methods and Programs in Biomedicine, vol.112, no.3, pp.422-431, 2013.
  • A.S. Chowdhury, R. Chatterjee, M. Ghosh, N. Ray, “Cell tracking in video microscopy using bipartite graph matching,” ICPR, 2010.