Convolutional Networks Can Learn to Generate Affinity Graphs for Image Segmentation
Work
Year: 2009
Type: letter
Abstract: Many image segmentation algorithms first generate an affinity graph and then partition it. We present a machine learning approach to computing an affinity graph using a convolutional network (CN) trai... more
Source: Neural Computation
Authors Srinivas C. Turaga, Joseph F. Murray, Viren Jain, Fabian C. Roth, Moritz Helmstaedter +3 more
Institutions Massachusetts Institute of Technology, Howard Hughes Medical Institute, Max Planck Institute for Medical Research
Cites: 51
Cited by: 383
Related to: 10
Citation percentile (by year/subfield): 95.24
Subfield: Biophysics
Domain: Life Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: green