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Image Fusion and Recognition based on Compressed Sensing Theory


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L. Zheng, E. Blasch, X. Zhiyun, Z. Jiying, R. Laganiere, and W.Wei. “Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, vol. 34, pp. 94-109, doi: 10.1109/TPAMI.2011.109.10.1109/TPAMI.2011.10921576753 Search in Google Scholar

X. Youshen and M.S. Kamel. “Novel Cooperative Neural Fusion Algorithms for Image Restoration and Image Fusion,” IEEE Transactions on Image Processing, 2007, vol. 16, pp. 367-381, doi: 10.1109/TIP.2006.888340.10.1109/TIP.2006.88834017269631 Search in Google Scholar

H. Xin, W. Dawei, X. Junfeng and Z. Liangpei. “Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective”, Geoscience and Remote Sensing Letters, IEEE, 2014, vol. 11, pp. 753-757, doi: 10.1109/LGRS.2013.2278551.10.1109/LGRS.2013.2278551 Search in Google Scholar

J. Singh and M. Datcu. “Automated interpretation of very-high resolution SAR images. Geoscience and Remote”, 2012 IEEE International on Sensing Symposium, 2012, pp. 37243727, doi: 10.1109/IGARSS.2012.6350508.10.1109/IGARSS.2012.6350508 Search in Google Scholar

C. Yuxin Chen, Y.C. Eldar, and A.J. Goldsmith. “Shannon meets Nyquist: Capacity limits of sampled analog channels,” 011 IEEE International Conference on Acoustics, Speech and Signal Processing, 2011, pp. 3104-3107, doi: 10.1109/ICASSP.2011.5946352.10.1109/ICASSP.2011.5946352 Search in Google Scholar

Yu, K.-K.R., and Sze-Fong Yau. “Sampling of two-dimensional signals below Nyquist density with application to computer aided tomography,” IEEE International Conference on Acoustics, Speech, and Signal Processing, 1994, pp. 301-304, doi: 10.1109/ICASSP.1994.389472.10.1109/ICASSP.1994.389472 Search in Google Scholar

J.A. Tropp, J.N. Laska, M.F. Duarte, J.K. Romberg, and R.G. Baraniuk. “Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals”, IEEE Transactions on Information Theory, 2010, vol. 56, pp. 520-544, doi: 10.1109/TIT.2009.2034811.10.1109/TIT.2009.2034811 Search in Google Scholar

C. Yuxin, Y.C. Eldar, and A.J. Goldsmith. “Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels,” IEEE Transactions on Information Theory, 2013, vol. 59, pp. 4889-4914, doi: 10.1109/TIT.2013.2254171.10.1109/TIT.2013.2254171 Search in Google Scholar

J.M. Munoz-Ferreras, R. Gomez-Garcia and F. Perez-Martinez. “Acquisition of multiband signals with minimum sub-Nyquist sampling,” 2012 IEEE International Symposium on Circuits and Systems, 2012, pp. 830-833, doi: 10.1109/ISCAS.2012.6272169.10.1109/ISCAS.2012.6272169 Search in Google Scholar

M.L. Malloyvand R.D. Nowak. “Near-Optimal Adaptive Compressed Sensing,” IEEE Transactions on Information Theory, 2014, vol. 60, pp. 4001-4012, doi: 10.1109/TIT.2014.2321552.10.1109/TIT.2014.2321552 Search in Google Scholar

S.M.S. Zobly and Y.M. Kadah. “Multiple measurements vectors compressed sensing for Doppler ultrasound signal reconstruction,” 2013 International Conference on Computing, Electrical and Electronics Engineering (ICCEEE), 2013, pp. 319-322, doi: 10.1109/ICCEEE.2013.6633955.10.1109/ICCEEE.2013.6633955 Search in Google Scholar

M. Balouchestani. “Low-power wireless sensor network with compressed sensing theory,” 2011 4th Annual Caneus Fly by Wireless Workshop, 2011, pp. 1-4, doi: 10.1109/FBW.2011.5965565.10.1109/FBW.2011.5965565 Search in Google Scholar

F. Hao, S.A. Vorobyov, J. Hai Jiang and Q. Taheri. “Permutation Meets Parallel Compressed Sensing: How to Relax Restricted Isometry Property for 2D Sparse,” IEEE Transactions on Signals Signal Processing, pp. 196-210, doi: 10.1109/TSP.2013.2284762.10.1109/TSP.2013.2284762 Search in Google Scholar

R. Otazo, L. Feng, H. Chandarana, T. Block, L. Axel, and D.K. Sodickson. “Combination of compressed sensing and parallel imaging for highly-accelerated dynamic MRI,” 2012 9th IEEE International Symposium on Biomedical Imaging, 2012, pp. 980-983, doi: 10.1109/ISBI.2012.6235721.10.1109/ISBI.2012.6235721 Search in Google Scholar

P.D. Olcott, G. Chinn, and C.S. Levin. “Compressed sensing for the multiplexing of PET detectors,” 2011 IEEE Conference on Nuclear Science Symposium and Medical Imaging, 2011, pp. 3224-3226, doi: 10.1109/NSSMIC.2011.6153661.10.1109/NSSMIC.2011.6153661 Search in Google Scholar

E.J. Candes, J. Romberg, and T. Tao. “Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information,” IEEE Transactions on Information Theory, 2006, vol. 52, pp. 489-509, doi: 10.1109/TIT.2005.86208310.1109/TIT.2005.862083 Search in Google Scholar

D.L. Donoho. “Compressed sensing,” IEEE Transactions on Information Theory, 2006, vol. 52, pp. 1298-1306, doi: 10.1109/TIT.2006.871582.10.1109/TIT.2006.871582 Search in Google Scholar

E.J. Candes and T. Tao. “Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies,” IEEE Transactions on Information Theory, 2006, vol. 52, pp. 5406-5452, doi: 10.1109/TIT.2006.885507.10.1109/TIT.2006.885507 Search in Google Scholar

J. L. Genderen and C. Pohl. “Image fusion:Issues,techniques and applications,” Intelligent Image Fusion. Proceedings Earsel Workshop, Strasbourg , France, 1994, pp. 18-26. Search in Google Scholar

Leongwai Yie, Joel Than chia ming, Features of sleep apnea recognition and analysis, International Journal on Smart Sensing and Intelligent Systems, vol. 7, no. 2, pp, 481 – 497, 2014.10.21307/ijssis-2017-666 Search in Google Scholar

G.Sengupta, T.A.Win, C.Messom, S.Demidenko and S.C.Mukhopadhyay, “Defect analysis of grit-blasted or spray printed surface using vision sensing technique”, Proceedings of Image and Vision Computing NZ, Nov. 26-28, 2003, Palmerston North, pp. 18-23. Search in Google Scholar

Chastine Fatichah, Diana purwitasari, Victor hariadi, Faried effendy, Overlapping White Blood cell segmentation and counting on microscopic blood cell images, International Journal on Smart Sensing and Intelligent Systems, vol. 7, no. 3, pp, 1271 – 1286, 2014.10.21307/ijssis-2017-705Search in Google Scholar

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