Robust image watermarking scheme with general regression neural network and FCM algorithm

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5226 LNCS, Issue , 2008, Pages 243-250

  Jing, Li ^a,b   Liu, Fenlin ^a   Liu, Bin ^a  

^a ZHENGZHOU INFORMATION SCIENCE AND TECHNOLOGY INSTITUTE   (China)

^b HENAN UNIVERSITY OF ECONOMICS AND LAW   (China)

Author keywords

Fuzzy c mean clustering algorithm; General regression neural network; Human visual system; Image processing; Image watermarking

Indexed keywords

FILTER BANKS; FLOW OF SOLIDS; FUZZY RULES; FUZZY SYSTEMS; IMAGE CLASSIFICATION; IMAGE PROCESSING; IMAGING SYSTEMS; LOCOMOTIVES; NEURAL NETWORKS; PAPERMAKING; RAILROAD CARS; REGRESSION ANALYSIS; WATERMARKING;

CHARACTERISTIC PARAMETERS; DIGITAL IMAGES; EXTRACTED WATERMARKS; FCM ALGORITHMS; FEATURE VECTORS; FUZZY C-MEAN CLUSTERING ALGORITHM; GENERAL REGRESSION NEURAL NETWORK; GENERAL REGRESSION NEURAL NETWORKS; HUMAN VISUAL SYSTEM; HUMAN VISUAL SYSTEMS; IMAGE WATERMARKING; JPEG COMPRESSIONS; LEARNING ABILITIES; LOCAL CORRELATIONS; ORIGINAL IMAGES; ROBUST IMAGE WATERMARKING; TRAIN SPEEDS; WATERMARK EXTRACTING; WATERMARKING EMBEDDING;

CLUSTERING ALGORITHMS;

EID: 56549086219     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87442-3_31     Document Type: Conference Paper

References (8)

1. Yu, P.T., Tsai, H.H., Lin, J.S.: Digital Watermarking Based on Neural Networks for Color Images. Signal Processing 81, 663-671 (2001)
2. Davis, K.J., Najarian, K.: Maximizing Strength of Digital Watermarks Using Neural Networks. In: International Joint Conference on Neural Networks, pp. 2893-2898. IEEE Press, New York (2001)
3. Knowles, H.D., Winne, D.A., Canagarajah, C.N., Bull, D.R.: Image Tamper Detection and Classification Using Support Vector Machines. In: IEEE Proceedings-Vision, Image and Signal Processing, pp. 322-328. IEEE Press, New York (2004)
4. Lu, W., Lu, H.T., Shen, R.M.: Color Image Watermarking Based on Neural Networks. In: Yin, F.-L., Wang, J., Guo, C. (eds.) ISNN 2004. LNCS, vol. 3174, pp. 651-656. Springer, Heidelberg (2004)
5. Sun, H.Z.: Contemporary digital image processing. Electron and Industry Publishing Company, Beijing (2006)
6. Shen, R., Fu, Y., Lu, H.: A Novel Image Watermarking Scheme Based on Support Vector Regression. Journal of System and Software 78(1), 1-8 (2005)
7. Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms. Plenum Press, New York (1981)
8. Specht, D.F.: A General Regression Neural Network. IEEE Transactions on Neural Networks 2(6), 68-576 (1991)