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ORCIDBaburaj Madathil
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2020 – today
- 2023
[j13]Jobin Francis
, Baburaj Madathil, Sudhish N. George, Sony George:
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm. IEEE Trans. Signal Inf. Process. over Networks 9: 612-625 (2023)- 2022
- [j12]Jobin Francis, Baburaj Madathil, Sudhish N. George, Sony George:
A Comprehensive Tensor Framework for the Clustering of Hyperspectral Paper Data With an Application to Forensic Document Analysis. IEEE Access 10: 6194-6207 (2022) - [j11]Jobin Francis, M. Baburaj, Sudhish N. George:
An l½ and Graph Regularized Subspace Clustering Method for Robust Image Segmentation. ACM Trans. Multim. Comput. Commun. Appl. 18(2): 53:1-53:24 (2022) - 2021
- [j10]Jobin Francis, Baburaj Madathil, Sudhish N. George, Sony George:
A Robust Tensor-Based Submodule Clustering for Imaging Data Using l12 Regularization and Simultaneous Noise Recovery via Sparse and Low Rank Decomposition Approach. J. Imaging 7(12): 279 (2021) - [j9]Baburaj Madathil, Sudhish N. George:
Noise robust image clustering based on reweighted low rank tensor approximation and $l_{\frac{1}{2}}$ regularization. Signal Image Video Process. 15(2): 341-349 (2021) - 2020
- [j8]Geona Mary P. D., Baburaj Madathil, Sudhish N. George:
Entropy-Based Reweighted Tensor Completion Technique for Video Recovery. IEEE Trans. Circuits Syst. Video Technol. 30(2): 415-426 (2020) - [j7]Jobin Francis, M. Baburaj, Sudhish N. George:
A Unified Tensor Framework for Clustering and Simultaneous Reconstruction of Incomplete Imaging Data. ACM Trans. Multim. Comput. Commun. Appl. 16(3): 92:1-92:24 (2020) - [c4]Akhil Johnson, Jobin Francis, Baburaj Madathil, Sudhish N. George:
A Two-Way Optimization Framework for Clustering of Images using Weighted Tensor Nuclear Norm Approximation. NCC 2020: 1-5
2010 – 2019
- 2019
- [j6]Baburaj Madathil, Sudhish N. George:
Tensor based approach for inpainting of video containing sparse text. Multim. Tools Appl. 78(2): 1805-1829 (2019) - [j5]Baburaj Madathil, Sudhish N. George:
Simultaneous Reconstruction and Anomaly Detection of Subsampled Hyperspectral Images Using $l_{({1}/{2})}$ Regularized Joint Sparse and Low-Rank Recovery. IEEE Trans. Geosci. Remote. Sens. 57(7): 5190-5197 (2019) - 2018
- [j4]Hawazin S. Khaleel, Sameera V. Mohd Sagheer, M. Baburaj, Sudhish N. George:
Denoising of Rician corrupted 3D magnetic resonance images using tensor-SVD. Biomed. Signal Process. Control. 44: 82-95 (2018) - [j3]Baburaj Madathil, Sudhish N. George:
DCT based weighted adaptive multi-linear data completion and denoising. Neurocomputing 318: 120-136 (2018) - [j2]Baburaj Madathil, Sudhish N. George:
Twist tensor total variation regularized-reweighted nuclear norm based tensor completion for video missing area recovery. Inf. Sci. 423: 376-397 (2018) - 2017
- [j1]Baburaj Madathil, Sudhish N. George:
A novel dictionary-based approach for missing sample recovery of signals in manifold. Signal Image Video Process. 11(2): 283-290 (2017) - [c3]Anjali Ravindran, M. Baburaj, Sudhish N. George:
Video Inpainting Based on Re-weighted Tensor Decomposition. CVIP (1) 2017: 265-276 - [c2]K. Mariyambi, E. Saritha, M. Baburaj:
Fast Single Image Learning-Based Super Resolution of Medical Images Using a New Analytical Solution for Reconstruction Problem. CVIP (1) 2017: 303-315 - [c1]Hawazin S. Khaleel, Sameera V. Mohd Sagheer, M. Baburaj, Sudhish N. George:
Denoising of Volumetric MR Image Using Low-Rank Approximation on Tensor SVD Framework. CVIP (1) 2017: 371-383
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