Title :
Local tangent space based manifold entropy for image retrieval
Author :
Yi Wang ; Hongyu Li ; Junyu Niu ; Lin Zhang
Author_Institution :
Sch. of Software Eng., Tongji Univ., Shanghai, China
Abstract :
This paper proposes a new manifold entropy function based on local tangent space (LTS). With this entropy function, we further propose a framework for image retrieval. The retrieval is treated as searching for ordered cycles by categories in image datasets. The optimal cycles can be found by minimizing our manifold entropy of images.
Keywords :
entropy; image retrieval; image datasets; image retrieval; local tangent space; manifold entropy function; ordered cycle searching; Entropy; Feature extraction; Image retrieval; Manifolds; Semantics; Training; Vectors;
Conference_Titel :
Pattern Recognition (ICPR), 2012 21st International Conference on
Conference_Location :
Tsukuba
Print_ISBN :
978-1-4673-2216-4