This paper proposes a novel framework called concatenated image completion via tensor augmentation and completion (ICTAC), which recovers missing entries of color images with high accuracy. Typical images are second- or third-order tensors (2D/3D) depending if they are ... View more
 E. Candès and B. Recht, “Exact matrix completion via convex optimization,” Found. Comput. Math., vol. 9, no. 6, pp. 717-772, 2009.
 Z. Wen, W. Yin, and Y. Zhang, “Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm,” Mathematical Programming Computation, vol. 4, no. 4, pp. 333-361, 2012.
 J.-F. Cai, E. J. Candès, and Z. Shen, “A singular value thresholding algorithm for matrix completion,” SIAM Journal on Optimization, vol. 20, no. 4, pp. 1956-1982, 2010.
 Y. Chen and Y. Chi, “Robust spectral compressed sensing via structured matrix completion,” IEEE Transactions on Information Theory, vol. 60, no. 10, pp. 6576-6601, Oct 2014.
 P. J. Shin, P. E. Z. Larson, M. A. Ohliger, M. Elad, J. M. Pauly, D. B. Vigneron, and M. Lustig, “Calibrationless parallel imaging reconstruction based on structured low-rank matrix completion,” Magnetic Resonance in Medicine, vol. 72, no. 4, pp. 959-970, 2014.
 A. Kapur, K. Marwah, and G. Alterovitz, “Gene expression prediction using low-rank matrix completion,” BMC Bioinformatics, vol. 17, no. 1, pp. 1-13, 2016.
 Y. Luo, T. Liu, D. Tao, and C. Xu, “Multiview matrix completion for multilabel image classification,” IEEE Transactions on Image Processing, vol. 24, no. 8, pp. 2355-2368, Aug 2015.
 T. G. Kolda and B. W. Bader, “Tensor decompositions and applications,” SIAM Review, vol. 51, no. 3, pp. 455-500, 2009.
 M. Vasilescu and D. Terzopoulos, “Multilinear subspace analysis of image ensembles,” in Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 2, June 2003, pp. 93-99.
 J.-T. Sun, H.-J. Zeng, H. Liu, Y. Lu, and Z. Chen, “Cubesvd: A novel approach to personalized web search,” in Proc. 14th Int'l World Wide Web Conf. (WWW ', 05), 2005, pp. 382-390.