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TITLE NAME MAJOR CONTACT MAIL ex( [email protected]) RESULT Seoul National University, Seoul 151-744, Korea References Myron Flickner, Harpreet Sawhney, Wayne Niblack, Jonathan Ashley, Qian Huang, Byron Dom, Monika Gorkani, Jim Hafner, Denis Lee, Dragutin Petkovic, David Steele, and Peter Yanker, “Query by image and video content: The QBIC system”, “Computer”, Volume 28 Issue 9, September 1995 Kenichi Minami, Akihito Akutsu, Hiroshi Hamada, and Yoshinobu Tonomura, “Video Handling with Music and Speech Detection”, “Multimedia”, Volume 5 Issue 3, July 1998 Huiping Li, David Doermann, and Omid Kia, “Automatic text detection and tracking in digital video”, “Institute of Electrical and Electronics Engineers”, “Image Processing”, Volume 9 Issue 1, January 2000 J.-P. Poli, "An Automatic Television Stream Structuring System for Television Archives Holders", Multimedia Systems, Volume 14, Number 5, September 2008 G. Manson and S.-A. Berranim "Automatic TV Broadcast Structuring", International Journal of Digital Multimedia Broadcasting, vol. 2010, Article ID 153160, January 2010 Jae Woo Ko, Woo Jin Song, “Analysis-by-synthesis Homomorphic Vocoder Using Mel-cepstrum”, “ 대대 대대대대대” , 7 대 , 1 대 , 1994 Andrew Y. Ng, Michael I. Jordan, On Discriminative vs. Generative classifiers: A comparison of logistic regression and naïve Bayes, Advances in neural information processing systems, Vol.2, No. 14, pp. 841-848, 2002 backgrounds A a Experiment A A A A A . A A A A A A Aa 대대 대대 : Summary A A A A A A a Objectives a A A A A A 대대대 대대 SYSTEM OVERVIEW K-NN (K = 1) 67.42% K-NN (K = 3) 66.73% K-NN (K = 5) 67.06% Naïve Bayes 49.70% SVM 52.97% 가가가가 가가 가가 71.33% 가가가가 가가 가가가 가가 73% 가가가 가가 80% 대대 1. 대 1. 대대 RESULT GRAPH RESULT CHART

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TITLE. NAME MAJOR CONTACT MAIL ex( [email protected]). RESULT. backgrounds. A a. A A A A A A Aa 실험 결과 :. Objectives. A a. 그림 1. SYSTEM OVERVIEW. RESULT GRAPH. RESULT CHART. 시스템 구조. a A A A A A. Summary. A A A A A. Experiment. A A A A A. References. - PowerPoint PPT Presentation

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Page 1: TITLE

TITLE

NAMEMAJOR

CONTACT MAIL ex( [email protected])

RESULT

Seoul National University, Seoul 151-744, Korea

References Myron Flickner, Harpreet Sawhney, Wayne Niblack, Jonathan Ashley, Qian Huang, Byron Dom, Monika

Gorkani, Jim Hafner, Denis Lee, Dragutin Petkovic, David Steele, and Peter Yanker, “Query by image and video content: The QBIC system”, “Computer”, Volume 28 Issue 9, September 1995

Kenichi Minami, Akihito Akutsu, Hiroshi Hamada, and Yoshinobu Tonomura, “Video Handling with Music and Speech Detection”, “Multimedia”, Volume 5 Issue 3, July 1998

Huiping Li, David Doermann, and Omid Kia, “Automatic text detection and tracking in digital video”, “In-stitute of Electrical and Electronics Engineers”, “Image Processing”, Volume 9 Issue 1, January 2000

J.-P. Poli, "An Automatic Television Stream Structuring System for Television Archives Holders", Multime-dia Systems, Volume 14, Number 5, September 2008

G. Manson and S.-A. Berranim "Automatic TV Broadcast Structuring", International Journal of Digital Mul-timedia Broadcasting, vol. 2010, Article ID 153160, January 2010

Jae Woo Ko, Woo Jin Song, “Analysis-by-synthesis Homomorphic Vocoder Using Mel-cepstrum”, “ 대한 전자공학회” , 7 권 , 1 호 , 1994

Andrew Y. Ng, Michael I. Jordan, On Discriminative vs. Generative classifiers: A comparison of logistic re-gression and naïve Bayes, Advances in neural information processing systems, Vol.2, No. 14, pp. 841-848, 2002

backgrounds A

a

ExperimentAAAAA .

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실험 결과 :

SummaryAAAAA

A

a

Objectives

aAAAAA

시스템 구조

SYSTEM OVERVIEW

K-NN (K = 1) 67.42%

K-NN (K = 3) 66.73%

K-NN (K = 5) 67.06%

Naïve Bayes 49.70%

SVM 52.97%

가우시안 혼합 모델 71.33%

가우시안 혼합 신경망 모델 73%

신경망 모델 80%

그림 1.

표 1. 결과

RESULT GRAPH RESULT CHART