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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.3
- 수록면
- 1 - 5 (5page)
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초록· 키워드
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To manipulate large video contents, effective video indexing and retrieval are required. A large number of video indexing and retrieval algorithms have been presented for frame-wise user query or video content query whereas a relatively few video sequence matching algorithms have been proposed for video sequence query. In this paper, we propose an efficient algorithm that extracts key frames using color histograms and matches the video sequences using edge features. To effectively match video sequences with a low computational load, we make use of the key frames extracted by the cumulative measure and the distance between key frames, and compare two sets of key frames using the modified Hausdorff distance. Experimental results with real sequence show that the proposed video sequence matching algorithm using edge features yields the higher accuracy and performance than conventional methods such as histogram difference, Euclidean metric, Battachaya distance, and directed divergence methods.
목차
ABSTRACT
I. INTRODUCTION
II. DISTANCE MEASURES FOR VIDEO INDEXING
III. PROPOSED VIDEO RETRIEVAL ALGORITHM
IV. SIMULATION RESULTS AND DISCUSSIONS
V. CONCLUSIONS
REFERENCES
참고문헌 (10)
참고문헌 신청
[학술지(정기간행물)] - X. Wen / 2015 / Efficient feature selection and classification for vehicle detection / IEEE Trans. Circuits and Systems for Video Technology 25 (3) : 508 ~ 517
[학술지(정기간행물)] - G. Luis / 2015 / Multimodal classification of remote sensing images : A review and future directions / Proc. of IEEE 103 (9) : 1560 ~ 1584
[학술지(정기간행물)] - Z. A. Jaffery / 2013 / Architecture of noninvasive real time visual monitoring system for dial type measuring instrument / IEEE Sensors Journal 13 (4) : 1236 ~ 1244
[학술지(정기간행물)] - Y. Yang / 2014 / Exploiting web Images for semantic video indexing via robust sample-specific loss / IEEE Trans. Multimedia 16 (6) : 1677 ~ 1689
[학술지(정기간행물)] - V. T. Chasanis / 2009 / Scene detection in video using shot clustering and sequence alignment / IEEE Trans. Multimedia 11 (1) : 89 ~ 100
[학술지(정기간행물)] - G. Luis / 2015 / Multimodal classification of remote sensing images : A review and future directions / Proc. of IEEE 103 (9) : 1560 ~ 1584
[학술지(정기간행물)] - Z. A. Jaffery / 2013 / Architecture of noninvasive real time visual monitoring system for dial type measuring instrument / IEEE Sensors Journal 13 (4) : 1236 ~ 1244
[학술지(정기간행물)] - Y. Yang / 2014 / Exploiting web Images for semantic video indexing via robust sample-specific loss / IEEE Trans. Multimedia 16 (6) : 1677 ~ 1689
[학술지(정기간행물)] - V. T. Chasanis / 2009 / Scene detection in video using shot clustering and sequence alignment / IEEE Trans. Multimedia 11 (1) : 89 ~ 100
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