Title :
Diversifying Image Retrieval with Affinity-Propagation Clustering on Visual Manifolds
Author :
Zhao, Zhong-Qiu ; Glotin, Hervé
Author_Institution :
Hefei Univ. of Technol., Hefei, China
fDate :
4/1/2009 12:00:00 AM
Abstract :
A postprocessing system based on affinity-propagation clustering on manifolds can improve the diversity of retrieval results without reducing their relevance.
Keywords :
image retrieval; pattern clustering; affinity-propagation clustering; image retrieval diversification; postprocessing system; visual manifolds; Clustering algorithms; Feature extraction; Image retrieval; Support vector machines; Visualization; Davies-Bouldin criterion; affinity propagation; clustering; diversity; image retrieval; manifolds;
Journal_Title :
MultiMedia, IEEE
DOI :
10.1109/MMUL.2009.99
