Content Based Copy Detection with Coarse Audio-Visual Fingerprints

Ahmet Saracoglu; Ersin Esen; Tugrul K. Ates; Banu Oskay Acar; Uenal Zubari; Ezgi C. Ozan; Egemen Ozalp; A. Aydin Alatan; Tolga Ciloglu

doi:10.1109/CBMI.2009.12

Content Based Copy Detection with Coarse Audio-Visual Fingerprints

Ahmet Saracoglu
, Ersin Esen
, Tugrul K. Ates
, Banu Oskay Acar
, Uenal Zubari
, Ezgi C. Ozan
, Egemen Ozalp
, A. Aydin Alatan
, Tolga Ciloglu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

43 Citations (Scopus)

Abstract

Content Based Copy Detection (CBCD) emerges as a viable choice against active detection methodology of watermarking. The very first reason is that the media already under circulation cannot be marked and secondly, CBCD inherently can endure various severe attacks, which watermarking cannot. Although in general, media content is handled independently as visual and audio in this work both information sources are utilized in a unified framework, in which coarse representation of fundamental features are employed. From the copy detection perspective, number of attacks on audio content is limited with respect to visual case. Therefore audio, if present, is an indispensable part of a robust video copy detection system. In this study, the validity of this statement is presented through various experiments on a large data set.

Original language	English
Title of host publication	CBMI: 2009 International Workshop on Content-based Multimedia Indexing
Place of Publication	NEW YORK
Publisher	IEEE
Pages	213-218
Number of pages	6
ISBN (Print)	978-1-4244-4265-2
DOIs	https://doi.org/10.1109/CBMI.2009.12
Publication status	Published - 2009
Externally published	Yes
Publication type	A4 Article in conference proceedings
Event	International Workshop on Content-Based Multimedia Indexing - Chania, Greece Duration: 3 Jun 2009 → 5 Jun 2009

Conference

Conference	International Workshop on Content-Based Multimedia Indexing
Country/Territory	Greece
Period	3/06/09 → 5/06/09

Access to Document

10.1109/CBMI.2009.12

Cite this

@inproceedings{dff51df49f264deb8fa992c64e577a91,

title = "Content Based Copy Detection with Coarse Audio-Visual Fingerprints",

abstract = "Content Based Copy Detection (CBCD) emerges as a viable choice against active detection methodology of watermarking. The very first reason is that the media already under circulation cannot be marked and secondly, CBCD inherently can endure various severe attacks, which watermarking cannot. Although in general, media content is handled independently as visual and audio in this work both information sources are utilized in a unified framework, in which coarse representation of fundamental features are employed. From the copy detection perspective, number of attacks on audio content is limited with respect to visual case. Therefore audio, if present, is an indispensable part of a robust video copy detection system. In this study, the validity of this statement is presented through various experiments on a large data set.",

author = "Ahmet Saracoglu and Ersin Esen and Ates, \{Tugrul K.\} and Acar, \{Banu Oskay\} and Uenal Zubari and Ozan, \{Ezgi C.\} and Egemen Ozalp and Alatan, \{A. Aydin\} and Tolga Ciloglu",

year = "2009",

doi = "10.1109/CBMI.2009.12",

language = "English",

isbn = "978-1-4244-4265-2",

pages = "213--218",

booktitle = "CBMI: 2009 International Workshop on Content-based Multimedia Indexing",

publisher = "IEEE",

address = "United States",

note = "International Workshop on Content-Based Multimedia Indexing ; Conference date: 03-06-2009 Through 05-06-2009",

}

Saracoglu, A, Esen, E, Ates, TK, Acar, BO, Zubari, U, Ozan, EC, Ozalp, E, Alatan, AA & Ciloglu, T 2009, Content Based Copy Detection with Coarse Audio-Visual Fingerprints. in CBMI: 2009 International Workshop on Content-based Multimedia Indexing. IEEE, NEW YORK, pp. 213-218, International Workshop on Content-Based Multimedia Indexing, Greece, 3/06/09. https://doi.org/10.1109/CBMI.2009.12

TY - GEN

T1 - Content Based Copy Detection with Coarse Audio-Visual Fingerprints

AU - Saracoglu, Ahmet

AU - Esen, Ersin

AU - Ates, Tugrul K.

AU - Acar, Banu Oskay

AU - Zubari, Uenal

AU - Ozan, Ezgi C.

AU - Ozalp, Egemen

AU - Alatan, A. Aydin

AU - Ciloglu, Tolga

PY - 2009

Y1 - 2009

N2 - Content Based Copy Detection (CBCD) emerges as a viable choice against active detection methodology of watermarking. The very first reason is that the media already under circulation cannot be marked and secondly, CBCD inherently can endure various severe attacks, which watermarking cannot. Although in general, media content is handled independently as visual and audio in this work both information sources are utilized in a unified framework, in which coarse representation of fundamental features are employed. From the copy detection perspective, number of attacks on audio content is limited with respect to visual case. Therefore audio, if present, is an indispensable part of a robust video copy detection system. In this study, the validity of this statement is presented through various experiments on a large data set.

AB - Content Based Copy Detection (CBCD) emerges as a viable choice against active detection methodology of watermarking. The very first reason is that the media already under circulation cannot be marked and secondly, CBCD inherently can endure various severe attacks, which watermarking cannot. Although in general, media content is handled independently as visual and audio in this work both information sources are utilized in a unified framework, in which coarse representation of fundamental features are employed. From the copy detection perspective, number of attacks on audio content is limited with respect to visual case. Therefore audio, if present, is an indispensable part of a robust video copy detection system. In this study, the validity of this statement is presented through various experiments on a large data set.

U2 - 10.1109/CBMI.2009.12

DO - 10.1109/CBMI.2009.12

M3 - Conference contribution

SN - 978-1-4244-4265-2

SP - 213

EP - 218

BT - CBMI: 2009 International Workshop on Content-based Multimedia Indexing

PB - IEEE

CY - NEW YORK

T2 - International Workshop on Content-Based Multimedia Indexing

Y2 - 3 June 2009 through 5 June 2009

ER -