An edge-guided image interpolation algorithm via directional filtering and data fusion

IEEE Transactions on Image Processing

Volumn 15, Issue 8, 2006, Pages 2226-2238

  Zhang, Lei ^a   Wu, Xiaolin ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b MCMASTER UNIVERSITY   (Canada)

Author keywords

Data fusion; Edge preservation; Image interpolation; Linear minimum mean square error estimation (LMMSE)

Indexed keywords

ALGORITHMS; EDGE DETECTION; IMAGE QUALITY; IMAGE SENSORS; INTERPOLATION; SENSOR DATA FUSION; SIGNAL FILTERING AND PREDICTION;

EDGE PRESERVATION; IMAGE INTERPOLATION; LINEAR MINIMUM MEAN SQUARE-ERROR ESTIMATION (LMMSE);

IMAGE ENHANCEMENT;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; EVALUATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; METHODOLOGY; REGRESSION ANALYSIS; SIGNAL PROCESSING; STATISTICAL MODEL;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; LEAST-SQUARES ANALYSIS; LINEAR MODELS; NUMERICAL ANALYSIS, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 33746265598     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2006.877407     Document Type: Article

References (20)

1. H. S. Hou, "Cubic splines for image interpolation and digital filtering," IEEE Trans. Acoustic, Speech, Signal Process., vol. ASSP-26, no. 6, pp. 508-517, Dec. 1978.
2. R. G. Keys, "Cubic convolution interpolation for digital image processing," IEEE Trans. Acoustic, Speech, Signal Process., vol. ASSP-29, no. 6, pp. 1153-1160, Dec. 1981.
3. T. M. Lehmann, C. Gönner, and K. Spitzer, "Survey: Interpolation methods in medical image processing," IEEE Trans. Med. Imag., vol. 18, no. 11, pp. 1049-1075, Nov. 1999.
4. E. Meijering, "A chronology of interpolation: From ancient astronomy to modern signal and image processing," Proc. IEEE, vol. 90, no. 3, pp. 319-342, Mar. 2002.
5. M. Unser, "Splines: A perfect fit for signal and image processing," IEEE Signal Process. Mag., no. 11, pp. 22-38, Nov. 1999.
6. M. Unser, A. Aldroubi, and M. Eden, "Enlargement or reduction of digital images with minimum loss of information," IEEE Trans. Image Process., vol. 4, no. 3, pp. 247-258, Mar. 1995.
7. B. Vrcelj and P. P. Vaidyanathan, "Efficient implementation of all-digital interpolation," IEEE Trans. Image Process., vol. 10, no. 11, pp. 1639-1646, Nov. 2001.
8. K. Jensen and D. Anastassiou, "Subpixel edge localization and the interpolation of still images," IEEE Trans. Image Process., vol. 4, no. 3, pp. 285-295, Mar. 1995.
9. X. Li and M. T. Orchard, "New edge-directed interpolation," IEEE Trans. Image Process., vol. 10, no. 10, pp. 1521-1527, Oct. 2001.
10. S. Carrato and L. Tenze, "A high quality 2 × image interpolator," IEEE Signal Process. Lett., vol. 7, no. 6, pp. 132-135, Jun. 2000.
11. Y. Takahashi and A. Taguchi, "An enlargement method of digital images with the predition of high-frequency components," in Proc. Int. Conf. Acoustics, Speech, Signal Processing, 2002, vol. 4, pp. 3700-3703.
12. W. K. Carey, D. B. Chuang, and S. S. Hemami, "Regularity-Preserving image interpolation," IEEE Trans. Image Process., vol. 8, no. 9, pp. 1293-1297, Sep. 1999.
13. Y. Zhu, S. C. Schwartz, and M. T. Orchard, "Wavelet domain image interpolation via statistical estimation," in Proc. Int. Conf. Image Processing, 2001, vol. 3, pp. 840-843.
14. D. D. Muresan and T. W. Parks, "Prediction of image detail," in Proc. Int. Conf. Image Processing, 2000, vol. 2, pp. 323-326.
15. D. D. Muresan, "Fast edge directed polynomial interpolation," in Proc. Int. Conf. Image Processing, 2005, vol. 2, pp. 990-993.
16. F. Malgouyres and F. Guichard, "Edge direction preserving image zooming: A mathematical and numerical analysis," SIAM J. Numer. Anal., vol. 39, pp. 1-37, 2001.
17. S. Mallat, A Wavelet Tour of Signal Processing. New York: Academic, 1999.
18. E. W. Karmen and J. K. Su, Introduction to Optimal Estimation. London, U.K.: Springer-Verlag, 1999.
19. W. K. Pratt, Digital Image Processing, 2nd ed. New York: Wiley, 1991.
20. I. Pitas, Digital Image Processing Algorithms and Applications. New York: Wiley, 2000.