A novel replica detection system using binary classifiers, R-trees, and PCA

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 925-928

  Mare, Y ^a   Nikolopoulos, S ^b   Dufaux, F ^a   Ebrahimi, T ^a   Nikolaidis, N ^b  

^a EPFL   (Switzerland)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

Copyright protection; Image analysis; Image classification; Image databases; Indexes

Indexed keywords

ADAPTIVE CLASSIFIERS; BINARY CLASSIFIERS; CONTENT-BASED SYSTEMS; COPYRIGHT INFRINGEMENT; COPYRIGHT PROTECTIONS; DETECTION SYSTEM; IMAGE DATABASE; IMAGE SIMILARITY; INDEXES; ORIGINAL IMAGES; R-TREES;

BINARY TREES; CLASSIFIERS; COPYRIGHTS; DECISION TREES; IMAGE CLASSIFICATION; IMAGING SYSTEMS;

IMAGE ANALYSIS;

EID: 78649840023     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.312626     Document Type: Conference Paper

References (8)

1. A. Qamra, Y. Meng, and E. Y. Chang, "Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition," IEEE PAMI, 2005.
2. A. Guttman, "R-trees: a dynamic index structure for spatial searching," in Proc. ACM Int'l Conf. on Management of Data, 1984.
3. Y. Maret, F. Dufaux, and T. Ebrahimi, "Image Replica Detection based on Binary Support Vector Classifier," Tech. Rep. 2005-27, EPFL-ITS, 2005.
4. N. Kwak and C.-H. Choi, "Feature extraction based on ica for binary classification problems," IEEE Trains. on Knowledge and Data Engineering, 2003.
5. Y. Maret, S. Nikolopoulos, F. Dufaux, C. Cotsaces, T. Ebrahimi, and N. Nikolaidis, "Reduced Complexity Replica Detection System Using Binary Classifiers and R-Tree," in Workshop On Immersive Communication And Broadcast Systems, 2005.
6. R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, Wiley Interscience, 2000.
7. Y. Ke, R. Sukthankar, and L. Huston, "An Efficient Parts-Based Near-Duplicate and Sub-Image Retrieval System," in ACM Int'l Conf. on Mlultimedia, 2004.
8. F. Petitcolas and M. Kutter, "Fair Evaluation Methods for Image Watermarking Systems," J. of Electronic Imaging, 2001.