Srinivas C Turaga

Summary

Affiliation: Massachusetts Institute of Technology
Country: USA

Publications

  1. ncbi request reprint Convolutional networks can learn to generate affinity graphs for image segmentation
    Srinivas C Turaga
    Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
    Neural Comput 22:511-38. 2010
  2. pmc Machines that learn to segment images: a crucial technology for connectomics
    Viren Jain
    Howard Hughes Medical Institute and Brain and Cog Sci Dept, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    Curr Opin Neurobiol 20:653-66. 2010

Collaborators

Detail Information

Publications2

  1. ncbi request reprint Convolutional networks can learn to generate affinity graphs for image segmentation
    Srinivas C Turaga
    Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139
    Neural Comput 22:511-38. 2010
    ..In contrast to previous work, we do not rely on prior knowledge in the form of hand-designed image features or image preprocessing. Thus, we expect our algorithm to generalize effectively to arbitrary image types...
  2. pmc Machines that learn to segment images: a crucial technology for connectomics
    Viren Jain
    Howard Hughes Medical Institute and Brain and Cog Sci Dept, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
    Curr Opin Neurobiol 20:653-66. 2010
    ..It should now be faster for a human to correct the remaining errors than to segment an image manually. Further reductions in human effort are expected, and crucial for finding connectomes more complex than that of Caenorhabditis elegans...