DocumentCode
3147325
Title
Video content identification using the Viterbi algorithm
Author
Bhagavathy, Sitaram ; Chen, Wen ; Zou, Dekun ; Bloom, Jeffrey
Author_Institution
Dialogic Media Labs., Eatontown, NJ, USA
fYear
2012
fDate
25-30 March 2012
Firstpage
969
Lastpage
972
Abstract
We propose a video content identification that uses the Viterbi algorithm for identifying unknown video content from a database of reference content. Both the source video in the database and exact frame index therein of each query frame are determined by our method. The Viterbi algorithm is effective for enforcing temporal consistency over frame-level hypotheses based on matching frame fingerprints. We have introduced an “unknown” state in the Viterbi state model to handle both missed detections and non-existent matches. Another novelty of our approach is the use of frame time stamps for computing transition probabilities between frames. This makes our method capable of handling even extreme frame rate changes between query and reference videos. We have provided experimental results demonstrating the effectiveness of the proposed method. This approach may conceivably be used for audio content identification as well.
Keywords
audio signal processing; fingerprint identification; image matching; maximum likelihood estimation; probability; query processing; video databases; video signal processing; Viterbi algorithm; Viterbi state model; audio content identification; exact frame index; frame rate changes; frame time stamps; frame-level hypotheses; matching frame fingerprints; missed detections; nonexistent matches; query frame; query videos; reference content database; reference videos; source video; temporal consistency; transition probability; video content identification; Conferences; Indexes; Real time systems; Robustness; Streaming media; Viterbi algorithm; Video content identification; video copy detection; video fingerprinting;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location
Kyoto
ISSN
1520-6149
Print_ISBN
978-1-4673-0045-2
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2012.6288046
Filename
6288046
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