TY - GEN
T1 - Summarised presentation of personal photo sets
AU - Datia, Nuno
AU - Pires, João Carlos Gomes Moura
AU - Correia, Nuno
PY - 2014
Y1 - 2014
N2 - People produce an increasing amount of digital photos to document events. Searching for a specific event can result in more photos than people can handle, making difficult judging their relevance. This paper presents a new algorithm, that summarises a set of photos described by attributes at different concept levels. It addresses the well-known human weakness to deal with large collections of distinct items, by presenting a low cardinality partition set. Each group yields a compact, yet distinct, description. The evaluation, including user tests, shows the algorithm outperforms others in context separation and informative power about the set being summarised.
AB - People produce an increasing amount of digital photos to document events. Searching for a specific event can result in more photos than people can handle, making difficult judging their relevance. This paper presents a new algorithm, that summarises a set of photos described by attributes at different concept levels. It addresses the well-known human weakness to deal with large collections of distinct items, by presenting a low cardinality partition set. Each group yields a compact, yet distinct, description. The evaluation, including user tests, shows the algorithm outperforms others in context separation and informative power about the set being summarised.
KW - Attribute induction
KW - Clustering algorithm
KW - Human factors
KW - Multimedia summarisation
UR - http://www.scopus.com/inward/record.url?scp=84893448366&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-04114-8_17
DO - 10.1007/978-3-319-04114-8_17
M3 - Conference contribution
AN - SCOPUS:84893448366
SN - 9783319041131
VL - 8325 LNCS
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 195
EP - 206
BT - MultiMedia Modeling - 20th Anniversary International Conference, MMM 2014, Proceedings
T2 - 20th Anniversary International Conference on MultiMedia Modeling, MMM 2014
Y2 - 6 January 2014 through 10 January 2014
ER -