NDLI: Collaborative multimodal photo annotation over digital paper ( ICMI '06 )

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Collaborative multimodal photo annotation over digital paper

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Collaborative multimodal photo annotation over digital paper ( ICMI '06 )

Content Provider	ACM Digital Library
Author	Huang, Xiao Kaiser, Edward McGee, David Cohen, Philip Barthelmess, Paulo
Abstract	The availability of metadata annotations over media content such as photos is known to enhance retrieval and organization, particularly for large data sets. The greatest challenge for obtaining annotations remains getting users to perform the large amount of tedious manual work that is required.In this paper we introduce an approach for semi-automated labeling based on extraction of metadata from naturally occurring conversations of groups of people discussing pictures among themselves.As the burden for structuring and extracting metadata is shifted from users to the system, new recognition challenges arise. We explore how multimodal language can help in 1) detecting a concise set of meaningful labels to be associated with each photo, 2) achieving robust recognition of these key semantic terms, and 3) facilitating label propagation via multimodal shortcuts. Analysis of the data of a preliminary pilot collection suggests that handwritten labels may be highly indicative of the semantics of each photo, as indicated by the correlation of handwritten terms with high frequency spoken ones. We point to initial directions exploring a multimodal fusion technique to recover robust spelling and pronunciation of these high-value terms from redundant speech and handwriting.
Starting Page	4
Ending Page	11
Page Count	8
File Format	PDF
ISBN	159593541X
DOI	10.1145/1180995.1181000
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2006-11-02
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Photo annotation Intelligent interfaces Multimodal processing Automatic label extraction Collaborative interaction
Content Type	Text
Resource Type	Article

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