" Correlation of multimedia Queries using Cross-Model" !!!!!

A defining property of cross-modal retrieval is the requirement that representa-
tions generalize across content modalities. This implies the ability to establish crossmodal links between the attributes (of different modalities) characteristic of each document or document class. Detecting these links requires deeper content understanding than what is obtained by classical matching of unimodal attributes.

For example, while an image retrieval system can retrieve images of roses by matching red blobs, and a text retrieval system can retrieve texts about roses by matching the “rose” word, a cross-modal retrieval system must understand that the word “rose” matches the visual attribute “red blob.” This is much closer to what humans do than simple color or word matching. Hence, cross-modal retrieval is a better context than unimodal retrieval for the study of the fundamental hypotheses on multimedia modeling.
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