Concepedia

Diversifying Image Retrieval with Affinity-Propagation Clustering on Visual Manifolds

Zhong‐Qiu Zhao, Hervé Glotin

IEEE Multimedia · 2009 · 14 citations · 19 references

Concepts

ComputingComputer ScienceComputer VisionInformation RetrievalImage RetrievalRetrieval ModelsClusteringClustering-based RetrievalPostprocessing TechniquesVisual Clustering

Abstract

A postprocessing system based on affinity-propagation clustering on manifolds can improve the diversity of retrieval results without reducing their relevance.

References

19

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

A note on two problems in connexion with graphs

E. Dijkstra · Numerische Mathematik · 1959 · 23.8K citations

Natural Sciences, Computer Science, Mathematics +6

Some methods for classification and analysis of multivariate observations

James B. MacQueen · Defense Technical Information Center (DTIC) · 1967 · 22.8K citations

Natural Sciences, Mathematics, Statistical Computing +16

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

Computing, Computer Science, Computer Vision +12