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Recent research efforts in semantic representations and context modeling are based on the principle of task expansion: that vision problems such as object recognition, scene classification, or retrieval (RCR) cannot be solved in isolation. The extended principle of modality expansion (that RCR problems cannot be solved from visual information alone) is investigated in this work. A semantic image labeling system is augmented with text. Pairs of images and text are mapped to a semantic space, anddoi:10.1109/cvpr.2012.6248041 dblp:conf/cvpr/PereiraV12 fatcat:pelvzgtmxne73ehsfruhchiqgy