Title :
A Cross-Modal Approach to Cleansing Weakly Tagged Images
Author :
Yuejie Zhang ; Chunlei Yang ; Yi Shen ; Ning Zhou ; Jianping Fan ; Hangzai Luo
Author_Institution :
Sch. of Comput. Sci., Fudan Univ., Shanghai, China
Abstract :
A cross-modal, tag cleansing algorithm addresses tag uncertainty by automatically addressing the visual similarities of weakly tagged images with the semantic similarities of their tags.
Keywords :
computer vision; image retrieval; cross-modal approach; semantic similarity; tag cleansing algorithm; weakly tagged image cleansing; Collaboration; Computer vision; Cultural differences; Global communication; Image retrieval; Large-scale systems; Ontologies; Tagging; Uncertainty; Visualization; cross-modal tag cleansing; tag network; weakly-tagged images;
Journal_Title :
MultiMedia, IEEE
DOI :
10.1109/MMUL.2010.45
