Title :
Toward Bridging the Annotation-Retrieval Gap in Image Search
Author :
Datta, Ritendra ; Ge, Weina ; Li, Jia ; Wang, James Z.
Author_Institution :
Pennsylvania State Univ., University Park
Abstract :
By combining novel statistical modeling techniques and the WordNet ontology, we offer a promising new approach to image search that uses automatic image tagging directly to perform retrieval.
Keywords :
image retrieval; ontologies (artificial intelligence); statistical analysis; WordNet ontology; categorization performance; image retrieval; image search; image tagging; statistical modeling techniques; Birds; Image databases; Image generation; Image retrieval; Internet; Noise level; Oceans; Robustness; Sea measurements; Tagging; annotation-driven retrieval; automatic annotation; generative models; image search;
Journal_Title :
MultiMedia, IEEE
DOI :
10.1109/MMUL.2007.67
