Constrained dominant sets for retrieval

Abstract

Learning new global relations based on an initial affinity of the database objects has shown significant improvements in similarity retrievals. Locally constrained diffusion process is one of the recent effective tools in learning the intrinsic manifold structure of a given data. Existing methods, which constrain the diffusion process locally, have problems… (More)
DOI: 10.1109/ICPR.2016.7900022

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Cite this paper

@article{Mequanint2016ConstrainedDS, title={Constrained dominant sets for retrieval}, author={Eyasu Zemene Mequanint and Leulseged Tesfaye Alemu and Marcello Pelillo}, journal={2016 23rd International Conference on Pattern Recognition (ICPR)}, year={2016}, pages={2568-2573} }