An efficient super resolution based on image dimensionality reduction using accumulative intensity gradient

Journal of Advanced Computational Intelligence and Intelligent Informatics

Volumn 18, Issue 4, 2014, Pages 518-528

  Haris, Muhammad ^a   Sawase, Kazuhito ^a   Widyanto, Muhammad Rahmat ^b   Nobuhara, Hajime ^a  

^a UNIVERSITY OF TSUKUBA   (Japan)

^b UNIVERSITY OF INDONESIA   (Indonesia)

Author keywords

Edge direction; Gradient; Interpolation; Remote sensing; Super resolution

Indexed keywords

COLOR; GRADIENT METHODS; INTERPOLATION; OPTICAL RESOLVING POWER; REMOTE SENSING;

DIMENSIONAL REDUCTION; DIMENSIONALITY REDUCTION; EDGE DIRECTION; GRAY-SCALE IMAGES; INTENSITY GRADIENTS; SUPER RESOLUTION; SUPER RESOLUTION ALGORITHMS; SUPERRESOLUTION METHODS;

EDGE DETECTION;

EID: 84904542969     PISSN: 13430130     EISSN: 18838014     Source Type: Journal    
DOI: 10.20965/jaciii.2014.p0518     Document Type: Article

References (19)

1. W. Freeman, T. Jones, and E. Pasztor, "Example-based superresolution," Computer Graphics and Applications, IEEE, Vol.22, No.2, pp. 56-65, Mar./Apr. 2002.
2. J. Qiao, J. Liu, and C. Zhao, "A Novel SVM-Based Blind Super-Resolution Algorithm," In Int. Joint Conf. on Neural Networks 2006 (IJCNN '06), pp. 2523-2528, 2006.
3. N. Asuni and A. Giachetti, "Accuracy Improvements and Artifacts Removal in Edge Based Image Interpolation," VISAPP'08, No.1, pp. 58-65, 2008.
4. R. Hardie, "A Fast Image Super-Resolution Algorithm Using an Adaptive Wiener Filter," IEEE Trans. on Image Processing, Vol.16, pp. 2953-2964, 2007.
5. G. Freedman and R. Fattal, "Image and Video Upscaling from Local Self-Examples," ACM Trans. Graph., Vol.28, No.3, pp. 1-10, 2010.
6. Y. Shuyuan, L. Zhizhou,W. Min, S. Fenghua, and J. Licheng, "Multitask dictionary learning and sparse representation based singleimage super-resolution reconstruction," Neurocomputing, Vol.74, No.17, pp. 3193-3203, 2011.
7. B. Ahrens, "Genetic Algorithm Optimization on Super Resolution Parameters," Genetic and Evolutionary Computation, Vol.1, pp. 58-65, 2005.
8. D. Glasner, S. Bagon, and M. Irani, "Super-Resolution from a Single Image," ICCV'09, 2009.
9. Q. Shan, Z. Li, J. Jia, and C.-K. Tang, "Fast Image/Video Upsampling," ACM Trans. on Graphics (SIGGRAPH ASIA), 2008.
10. C.-Y. Yang, J.-B. Huang, and M.-H. Yang, "Exploiting selfsimilarities for single frame super-resolution," Proc. of the 10th Asian Conf. on Computer Vision, pp. 497-510, 2011.
11. L. C. Pickup, S. J. Roberts, and A. Zisserman, "Optimizing and Learning for Super-resolution," Proc. of the British Machine Vision Conf., 2006.
12. M. Nuno-Maganda and M. Arias-Estrada, "Real-time FPGA-based architecture for bicubic interpolation: an application for digital image scaling," Int. Conf. on Reconfigurable Computing and FPGAs 2005 (ReConFig 2005), 2005.
13. X. Li and M. T. Orchard, "New Edge-Directed Interpolation," IEEE Trans. on Image Processing, Vol.10, pp. 1521-1527, 2001.
14. M.-J. Chen, C.-H. Huang., and W.-L. Lee, "A fast edge-oriented algorithm for image interpolation," Image and Vision Computing, Vol.23, No.9, pp. 791-798, 2005.
15. K. Hirakawa and T. Parks, "Adaptive homogeneity-directed demosaicing algorithm," IEEE Trans. on Image Processing, Vol.14, No.3, pp. 360-369, 2005.
16. A. Giachetti and N. Asuni, "Real time artifact-free image upscaling," IEEE Trans. on Image Processing, Vol.20, No.10, pp. 2760-2768, October 2011.
17. M. Haris, K. Sawase, T. Sawada, K. Kamijima, M. R. Widyanto, and H. Nobuhara, "Parameter Optimization Of Fast Curvature Based Interpolation Using Genetic Algorithm," ISCIIA'12, 2012.
18. Z.Wang and A. Bovik, "Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures," Signal ProcessingMagazine, IEEE, Vol.26, No.1, pp. 98-117, 2009.
19. R. Ehsani, S. Sankaran, J. Maja, and F. Garcia, "Advanced Tree-Stress-Detection Technologies For Citrus," Citrus Industry, pp. 6-7, May 2012.