Super resolution using neural network

Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008

Volumn , Issue , 2008, Pages 492-496

  Patil, Varsha H ^a   Bormane, Dattatraya S ^b   Pawar, Vaishalee S ^a  

^a UNIVERSITY OF PUNE   (India)

^b JSPM S RAJARSHI SHAHU COLLEGE OF ENGINEERING   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALPHA PARTICLE SPECTROMETERS; ASSET MANAGEMENT; EDUCATION; IMAGE ANALYSIS; IMAGE ENHANCEMENT; IMAGING TECHNIQUES; NEURAL NETWORKS; PARTICLE SPECTROMETERS;

DIAGNOSIS PERFORMANCE; HIGH FREQUENCIES; HIGH-RESOLUTION IMAGING; IMAGE STRUCTURES; INTERNATIONAL CONFERENCES; LEARNING-BASED METHODS; LOW-RESOLUTION; LOW-RESOLUTION IMAGES; MEDICAL IMAGE ANALYSIS; MODELLING AND SIMULATION; REAL IMAGES; REAL-WORLD IMAGES; STRUCTURAL CORRELATIONS; SUPER RESOLUTIONS; SUPER-RESOLUTION IMAGING; TRAINING SETS;

LAWS AND LEGISLATION;

EID: 50249141887     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AMS.2008.140     Document Type: Conference Paper

References (12)

1. Nguyen, P.Milanfar, and G. Golub, "A computationally efficient super-resolution image reconstruction algorithm," IEEE Transactions on Image Processing, vol. 10, no. 4, pp. 573-583, 2001.
2. R. R. Schultz and R. L. Stevenson, "A Bayesian approach to image expansion for improved definition," IEEE Transactions on Image Processing, vol. 3, no. 3, pp. 233-242, 1994.
3. Rajan and S. Chaudhuri, "An MRF-based approach to generation of super-resolution images from blurred observations," Journal of Mathematical Imaging and Vision, vol. 16, no. 1,pp. 5-15, 2002.
4. Rajan and S. Chaudhuri, "Simultaneous estimation of super-resolved scene and depth map from low resolution defocused observations," IEEE Transactions on PA and MI, vol. 25, no. 9, pp. 1102-1117, 2003.
5. M. Elad and A. Feuer, "Restoration of a single superresolution image from several blurred, noisy and undersampled measured images," IEEE Transactions on IP, vol. 6, no. 12, pp. 1646-1658, 1997.
6. W. T. Freeman, T. R. Jones, and E. C. Pasztor, "Example-based super-resolution," IEEE Computer Graphics and Applications, vol. 22, no. 2, pp. 56-65, 2002.
7. Shubin Zhao, Han and Peng, "wavelet Domain HMT based image super resolution', IEEE, 2003, pp 11-953
8. Olcay Kursun and Oleg Favorov, "Single frame super resolution by a Cortex based mechanism using high level visual features in natural images", IEEE WACV 2002.
9. Heng Lain, "Variational Local Structure Estimation For Image Super Resolution", IEEE, 2006, pp 1721-1724
10. C V Jijji, and S. Choudhari, "Single Frame Image Super Resolution Through Contourlet Learning", EURASIP Journal on ASP, 2006
11. Hong Chang, Dit Yan Yeng, "Super Resolution Through Neighbor Embedding", proc. Of IEEE conf. CVPR 2004.
12. Sung Cheol Park, Min Kyu Park, and Moon Gi Kang, "Super-Resolution Image Reconstruction: A Technical Overview", IEEE Signal Processing Magazine, May 2003; a special issue on Super Resolution Imaging, pp 21-36