TY - GEN
T1 - Automatic generation of music slide show using personal photos
AU - Songhua, Xu
AU - Tao, Jin
AU - Francis, C. M.Lau
N1 - Copyright:
Copyright 2009 Elsevier B.V., All rights reserved.
PY - 2008
Y1 - 2008
N2 - We present an algorithmic system capable of automatically generating a music slide show given a piece of music with lyrics. Different from previous approaches, our method generates slide shows using personal photos which are without annotation. We introduce a novel algorithm to infer the relevance of personal photos to the lyrics, based on which personal photos are optimally selected to match the music. The proposed system first detects the keyframes of the input music. For each music keyframe, it optimally selects an image from the personal photo collection via our image content analysis procedure. Once the keyframe images have been selected, the in-between frames are then generated via an image morphing process. Experiment results have shown that our method can successfully generate music slide shows which follow the rhythms of the music and at the same time match the lyrics.
AB - We present an algorithmic system capable of automatically generating a music slide show given a piece of music with lyrics. Different from previous approaches, our method generates slide shows using personal photos which are without annotation. We introduce a novel algorithm to infer the relevance of personal photos to the lyrics, based on which personal photos are optimally selected to match the music. The proposed system first detects the keyframes of the input music. For each music keyframe, it optimally selects an image from the personal photo collection via our image content analysis procedure. Once the keyframe images have been selected, the in-between frames are then generated via an image morphing process. Experiment results have shown that our method can successfully generate music slide shows which follow the rhythms of the music and at the same time match the lyrics.
UR - http://www.scopus.com/inward/record.url?scp=62949182019&partnerID=8YFLogxK
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U2 - 10.1109/ISM.2008.39
DO - 10.1109/ISM.2008.39
M3 - Conference contribution
AN - SCOPUS:62949182019
SN - 9780769534541
T3 - Proceedings - 10th IEEE International Symposium on Multimedia, ISM 2008
SP - 214
EP - 219
BT - Proceedings - 10th IEEE International Symposium on Multimedia, ISM 2008
T2 - 10th IEEE International Symposium on Multimedia, ISM 2008
Y2 - 15 December 2008 through 17 December 2008
ER -