Srinivas C Turaga
Affiliation: Massachusetts Institute of Technology
- Convolutional networks can learn to generate affinity graphs for image segmentationSrinivas 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...
- Machines that learn to segment images: a crucial technology for connectomicsViren 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...