Image super-resolution by extreme learning machine

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2012, Pages 2209-2212

  An, Le ^a   Bhanu, Bir ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

feature; Image; learning; super resolution

Indexed keywords

EXTREME LEARNING MACHINE; FEATURE; FINE STRUCTURES; HIGH FREQUENCY COMPONENTS; HIGH RESOLUTION IMAGE; IMAGE; IMAGE FEATURES; IMAGE SUPER-RESOLUTION; LEARNING; LOW RESOLUTION; LOW RESOLUTION IMAGES; MAGNIFICATION FACTORS; STATE-OF-THE-ART METHODS; SUPER RESOLUTION; TARGET VALUES;

IMAGE PROCESSING; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS;

OPTICAL RESOLVING POWER;

EID: 84875823484     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2012.6467333     Document Type: Conference Paper

References (12)

1. S. Biswas, G. Aggarwal, and P.J. Flynn, "Pose-robust recognition of low-resolution face images," in Proc. CVPR, 2011.
2. R. Tsai and T. Huang, "Multi-frame image restoration and registration," Advances in Computer Vision and Image Processing, 1984.
3. S. Farsiu, M.D. Robinson, M. Elad, and P. Milanfar, "Fast and robust multiframe super resolution," IEEE TIP, 2004.
4. J. Sun, Z. Xu, and H.-Y. Shum, "Image super-resolution using gradient profile prior," in Proc. CVPR, 2008.
5. A. Giachetti and N. Asuni, "Real time artifact-free image upscaling," IEEE TIP, 2011.
6. H. Takeda, S. Farsiu, and P. Milanfar, "Kernel regression for image processing and reconstruction," IEEE TIP, 2007.
7. W.T. Freeman, E.C. Pasztor, and O.T. Carmichael, "Learning low-level vision," IJCV, 2000.
8. J. Yang, J. Wright, T.S. Huang, and Y. Ma, "Image superresolution via sparse representation," IEEE TIP, 2010.
9. G.-B. Huang, H. Zhou, X. Ding, and R. Zhang, "Extreme learning machine for regression and multiclass classification," IEEE SMCB, 2011.
10. G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme learning machine: a new learning scheme of feedforward neural networks," in Proc. IJCNN, 2004.
11. H. Farid and E.P. Simoncelli, "Differentiation of discrete multidimensional signals," IEEE TIP, 2004.
12. Z. Wang, A.C. Bovik, H.R. Sheikh, and E.P. Simoncelli, "Image quality assessment: from error visibility to structural similarity," IEEE TIP, 2004.