A Novel Approach to Enhance Dual-Energy X-Ray Images Using Region of Interest and Discrete Wavelet Transform |
Ullah, Burhan
(Dept. of Computer Science, University of Science and Technology)
Khan, Aurangzeb (Dept. of Computer Science, University of Science and Technology) Fahad, Muhammad (Dept. of Computer Science, CECOS University of Science and Technology) Alam, Mahmood (Dept. of Computer Science, Central South University of China) Noor, Allah (Dept. of Computer Science, COMSATS University Islamabad) Saleem, Umar (Dept. of Computer Science, University of Science and Technology) Kamran, Muhammad (Dept. of Electronics, University of Peshawar) |
1 | L. Pei, Y. Zhao, and H. Luo, "Application of wavelet-based image fusion in image enhancement," in Proceedings of 2010 3rd International Congress on Image and Signal Processing, Yantai, China, 2010, pp. 649-653. |
2 | S. U. Khan, W. Y. Chai, C. S. See, and A. Khan, "X-ray image enhancement using a boundary division wiener filter and wavelet-based image fusion approach," Journal of Information Processing Systems, vol. 12, no. 1, pp. 35-45, 2016. DOI |
3 | Z. Zhang and R. S. Blum, "A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application," Proceedings of the IEEE, vol. 87, no. 8, pp. 1315-1326, 1999. DOI |
4 | G. Pajares and J. M. de la Cruz, "A wavelet-based image fusion tutorial," Pattern Recognition, vol. 37, no. 9, pp. 1855-1872, 2004. DOI |
5 | S. U. Khan, N. Ullah, I. Ahmed, W. Y. Chai, and A. Khan, "MRI images enhancement using genetic programming based hybrid noise removal filter approach," Current Medical Imaging, vol. 14, no. 6, pp. 867-873, 2018. DOI |
6 | S. U. Khan, "A novel approach for area of interest enhancement in x-ray image," International Journal of Research, vol. 2, no. 9, pp. 730-733, 2015. |
7 | S. Allen Broughton, "Wavelet based methods in image processing," Rose-Hulman Institute of Technology, 1998. |
8 | H. Demirel and G. Anbarjafari, "Discrete wavelet transform-based satellite image resolution enhancement," IEEE Transactions on Geoscience and Remote Sensing, vol. 49, no. 6, pp. 1997-2004, 2011. DOI |
9 | W. Burger and M. J. Burge, Digital Image Processing: An Algorithmic Introduction Using Java. London, UK: Springer, 2016. |
10 | R. C. Gonzalez, R. E. Woods, and S. L. Eddins, Digital Image Processing Using MATLAB. Upper Saddle River, NJ: Pearson, 2004. |
11 | Z. Chen, Y. Zheng, B. R. Abidi, D. L. Page, and M. A. Abidi, "A combinational approach to the fusion, denoising and enhancement of dual-energy x-ray luggage images," in Proceedings of 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, San Diego, CA, 2005. |
12 | N. Indhumadhi and G. Padmavathi, "Enhanced image fusion algorithm using Laplacian pyramid and spatial frequency-based wavelet algorithm," International Journal of Soft Computing and Engineering, vol. 1, no. 5, pp. 298-303, 2011. |
13 | T. Rahman, M. R. Haque, L. J. Rozario, and M. S. Uddin, "Gaussian noise reduction in digital images using a modified fuzzy filter," in Proceedings of 2014 17th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2014, pp. 217-222. |
14 | S. Thakral and P. Manhas, "Image processing by using different types of discrete wavelet transform," in Advanced Informatics for Computing Research. Singapore: Springer, 2018, pp. 499-507. |
15 | M. Junaid, A. Sohail, A. Ahmed, A. Baz, I. A. Khan, and H. Alhakami, "A hybrid model for load balancing in cloud using file type formatting," IEEE Access, vol. 8, pp. 118135-118155, 2020. DOI |
16 | M. P. Ekstrom, Digital Image Processing Techniques. London, UK: Academic Press, 2012. |
17 | S. Ekici, "Classification of power system disturbances using support vector machines," Expert Systems with Applications, vol. 36, pp. 9859-9868, 2009. DOI |
18 | T. Huang, G. Yang, and G. Tang, "A fast two-dimensional median filtering algorithm," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 27, no. 1, pp. 13-18, 1979. DOI |
19 | S. U. Khan, N. Ullah, W. Y. Chai, and A. Rauf, "A close assessment of x-ray image enhancement techniques for contraband detection," International Journal of Computer Science and Information Security, vol. 14, no. 8, pp. 282-286, 2016. |
20 | N. A. Ionela and B. Monica, "Satellite image improvement using phase information and wavelet transform," in Proceedings of 2010 8th International Conference on Communications, Bucharest, Romania, 2010, pp. 137-140. |
21 | S. U. Khan and W. Y. Chai, "An image enhancement technique of x-ray carry-on luggage for detection of contraband/illicit Object(s)," International Journal of Computer Science Issues, vol. 9, no. 5, pp. 205-211, 2012. |
22 | M. Sakata and K. Ogawa, "Noise reduction and contrast enhancement for small-dose x-ray images in Wavelet domain," in Proceedings of 2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC), Orlando, FL, 2009, pp. 2924-2929. |
23 | V. Singh and V. D. Kaushik, "A study on multi-focus image fusion in wavelet domain," in Proceedings of International Conference on Advances in Engineering Science Management & Technology (ICAESMT), Dehradun, India, 2019. |
![]() |