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International Journal of Biomedical Imaging
Volume 2007, Article ID 46846, 10 pages
http://dx.doi.org/10.1155/2007/46846
Research Article

Improved Image Fusion in PET/CT Using Hybrid Image Reconstruction and Super-Resolution

1Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa 32000, Israel
2Department of Nuclear Medicine, Rambam Health Care Campus, Haifa 35245, Israel
3The Ruth and Bruce Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Efron Street 1, P.O. Box 9649 Bat Galim, Haifa 31096, Israel

Received 11 June 2006; Revised 3 September 2006; Accepted 17 October 2006

Academic Editor: David Townsend

Copyright © 2007 John A. Kennedy et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [21 citations]

The following is the list of published articles that have cited the current article.

  • Ludovic Duponchel, Peyman Milanfar, Cyril Ruckebusch, and Jean-Pierre Huvenne, “Super-resolution and Raman chemical imaging: From multiple low resolution images to a high resolution image,” Analytica Chimica Acta, vol. 607, no. 2, pp. 168–175, 2008. View at Publisher · View at Google Scholar
  • Guoping Chang, Tinsu Pan, John W. Clark Jr., and Osama R. Mawlawi, “Optimization of super-resolution processing using incomplete image sets in PET imaging,” Medical Physics, vol. 35, no. 12, pp. 5748–5757, 2008. View at Publisher · View at Google Scholar
  • A. Wong, and J. Scharcanski, “Phase-Adaptive Superresolution of Mammographic Images Using Complex Wavelets,” IEEE Transactions on Image Processing, vol. 18, no. 5, pp. 1140–1146, 2009. View at Publisher · View at Google Scholar
  • A. Maldonado, “PET-TC en oncología: la importancia de un equipo multidisciplinar,” Radiología, vol. 51, no. 1, pp. 6–14, 2009. View at Publisher · View at Google Scholar
  • Hayit Greenspan, “Super-resolution in medical imaging,” Computer Journal, vol. 52, no. 1, pp. 43–63, 2009. View at Publisher · View at Google Scholar
  • Guoping Chang, Tinsu Pan, Feng Qiao, John W. Clark, and Osama R. Mawlawi, “Comparison between two super-resolution implementations in PET imaging,” Medical Physics, vol. 36, no. 4, pp. 1370–1383, 2009. View at Publisher · View at Google Scholar
  • Lei Tong, Chao-Min Chen, Qian Ni, and Lin-Xiang Liu, “Variational model on wavelet domain for PET/CT image fusion,” 3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009, 2009. View at Publisher · View at Google Scholar
  • S. Vidal-Sicart, T.S. Aukema, W.V. Vogel, C.A. Hoefnagel, and R.A. Valdés-Olmos, “Valor añadido de la técnica en decúbito prono para el estudio con tomografía por emisión de positrones-tomografía computarizada en las pacientes con cáncer de mama,” Revista Española de Medicina Nuclear, vol. 29, no. 5, pp. 230–235, 2010. View at Publisher · View at Google Scholar
  • S. Vidal-Sicart, T.S. Aukema, W.V. Vogel, C.A. Hoefnagel, and R.A. Valdés-Olmos, “Added value of prone position technique for PET-TAC in breast cancer patients,” Revista Española de Medicina Nuclear (English Edition), vol. 29, no. 5, pp. 230–235, 2010. View at Publisher · View at Google Scholar
  • A. Wong, “An Adaptive Monte Carlo Approach to Phase-Based Multimodal Image Registration,” IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 1, pp. 173–179, 2010. View at Publisher · View at Google Scholar
  • Jun Zheng, Olac Fuentes, and Ming-Ying Leung, “Super-resolution of mammograms,” 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2010, pp. 163–169, 2010. View at Publisher · View at Google Scholar
  • Alexander Wong, Akshaya Mishra, David A. Clausi, and Paul Fieguth, “Mammogram image superresolution based on statistical moment analysis,” CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, pp. 339–346, 2010. View at Publisher · View at Google Scholar
  • Kye Young Jeong, Kyuha Choi, Woo Hyun Nam, and Jong Beom Ra, “Sinogram-based super-resolution in PET,” Physics in Medicine and Biology, vol. 56, no. 15, pp. 4881–4894, 2011. View at Publisher · View at Google Scholar
  • Mahua Bhattacharya, and Arpita Das, “Multimodality medical image registration and fusion techniques using mutual information and genetic algorithm-based approaches,” Advances in Experimental Medicine and Biology, vol. 696, pp. 441–449, 2011. View at Publisher · View at Google Scholar
  • Daphné Wallach, Frédéric Lamare, Giorgos Kontaxakis, and Dimitris Visvikis, “Super-resolution in respiratory synchronized positron emission tomography,” IEEE Transactions on Medical Imaging, vol. 31, no. 2, pp. 438–448, 2012. View at Publisher · View at Google Scholar
  • Kye Young Jeong, Ji Hye Kim, Kyeong Min Kim, and Jong Beom Ra, “Sinogram Super-Resolution Using a Space-Variant Blur Matrix in PET,” Ieee Transactions On Nuclear Science, vol. 60, no. 1, pp. 158–165, 2013. View at Publisher · View at Google Scholar
  • Yu Zhang, Xiuxiu Wu, Wei Yang, Qianjin Feng, and Wufan Chen, “Super-resolution reconstruction for 4D computed tomography of the lung via the projections onto convex sets approach,” Medical Physics, vol. 41, no. 11, pp. 111917, 2014. View at Publisher · View at Google Scholar
  • Thomas Köhler, Sven Haase, Sebastian Bauer, Jakob Wasza, Thomas Kilgus, Lena Maier-Hein, Christian Stock, Joachim Hornegger, and Hubertus Feußner, “Multi-Sensor Super-Resolution for Hybrid Range Imagingwith Application to 3-D Endoscopy and Open Surgery,” Medical Image Analysis, 2015. View at Publisher · View at Google Scholar
  • Tingting Wang, Lei Cao, Wei Yang, Qianjin Feng, Wufan Chen, and Yu Zhang, “Adaptive patch-based POCS approach for super resolution reconstruction of 4D-CT lung data,” Physics in Medicine and Biology, vol. 60, no. 15, pp. 5939–5954, 2015. View at Publisher · View at Google Scholar
  • Il Jun Ahn, Ji Hye Kim, YongJin Chang, Kye Young Jeong, and Jong Beom Ra, “LOR-Based Reconstruction for Super-Resolved 3D PET Image on GPU,” Ieee Transactions On Nuclear Science, vol. 62, no. 3, pp. 859–868, 2015. View at Publisher · View at Google Scholar
  • Il Jun Ahn, Ji Hye Kim, Yongjin Chang, Woo Hyun Nam, and Jong Beom Ra, “Super-Resolution Reconstruction of 3D PET Images Using Two Respiratory-Phase Low-Dose CT Images,” IEEE Transactions on Radiation and Plasma Medical Sciences, vol. 1, no. 1, pp. 46–55, 2017. View at Publisher · View at Google Scholar