Sudhish N. George

70 papers Journal 46Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Edge-Optimized Vision Transformers: A Co-Designed Hardware-Software Framework for Efficient Attention Mechanism. IEEE Trans. Emerg. Top. Comput. Nisha Abdul Kareem, Naveen R, Sudhish N. George, P. R. Chithira
2026	—	`conf`	Interpretable Machine Learning Model for Indoor Activity Sensing Using WiFi on the Edge. NCC Albert Shaju, Chinmay J. Pai, Lakshmi Narasimhan Theagarajan, Sudhish N. George, Yoshith Sai, Hashil Muhammed
2026	J	`jnl`	Stealth - Black-Box Attack on Industry 4.0 Medical AI: A Low-Rank Perturbation Approach. IEEE Trans. Ind. Informatics Nirmal Joseph, David Jeffrey, Sudhish N. George, P. M. Ameer, Kiran B. Raja
2025	J	`jnl`	Assessing the Noise Robustness of Class Activation Maps: A Framework for Reliable Model Interpretability. CoRR Syamantak Sarkar, Revoti Prasad Bora, Bhupender Kaushal, Sudhish N. George, Kiran B. Raja
2025	J	`jnl`	Assessing the noise robustness of Class Activation Maps: A framework for reliable model interpretability. Image Vis. Comput. Syamantak Sarkar, Revoti Prasad Bora, Bhupender Kaushal, Sudhish N. George, Kiran B. Raja
2025	—	`conf`	CANpose: A Cross-Attention Framework for Human Pose Recognition. CAIP (1) M. S. Subodh Raj, Sudhish N. George, Kiran B. Raja
2025	—	`conf`	Detecting Double Compression in Images Using Difference of Class Activation Maps. IWBF Syamantak Sarkar, Sudhish N. George, Kiran B. Raja
2025	J	`jnl`	MedDefend: Securing Medical IoT With Adaptive Noise-Reduction-Based Adversarial Detection. IEEE Internet Things J. Nirmal Joseph, Sudhish N. George, P. M. Ameer, Kiran B. Raja
2025	J	`jnl`	NorBlueNet: Hyperspectral imaging-based hybrid CNN-transformer model for non-destructive SSC analysis in Norwegian wild blueberries. Comput. Electron. Agric. K. S. Shanthini, Sudhish N. George, Athul Chandran O. V., Jinumol K. M., Keerthana P., Jobin Francis, Sony George
2025	—	`conf`	Unsupervised and Generalizable Deepfake Detection Using Singular Value Decomposition. EUSIPCO Syamantak Sarkar, Revoti Prasad Bora, Sudhish N. George, Kiran B. Raja
2025	J	`jnl`	VAPCaps: A novel variance-based attention network with imbalance aware loss for better pathology detection in video capsule endoscopy. Neurocomputing Jithin Joseph, Sudhish N. George, Kiran B. Raja
2024	J	`jnl`	A Fast and Efficient Approach for Human Action Recovery From Corrupted 3-D Motion Capture Data Using QR Decomposition-Based Approximate SVD. IEEE Trans. Hum. Mach. Syst. M. S. Subodh Raj, Sudhish N. George
2024	—	`conf`	AdaSVaT: Adaptive Singular Value Thresholding for Adversarial Detection in Fundus Images. ICPR (27) Nirmal Joseph, Sudhish N. George, P. M. Ameer, Kiran Bylappa Raja
2024	—	`conf`	CroMA: Cross-Modal Attention for Visual Question Answering in Robotic Surgery. ICPR (30) Greetta Antonio, Jobin Jose, Sudhish N. George, Kiran B. Raja
2024	J	`jnl`	Leveraging spatio-temporal features using graph neural networks for human activity recognition. Pattern Recognit. M. S. Subodh Raj, Sudhish N. George, Kiran B. Raja
2024	—	`conf`	Power Efficient ASIC Design for Vision Transformer using Systolic Array Matrix Multiplier. VDAT Naveen R, Sudhish N. George
2023	J	`jnl`	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 Jobin Francis, Baburaj Madathil, Sudhish N. George, Sony George
2023	J	`jnl`	A computationally efficient moving object detection technique using tensor QR decomposition based TRPCA framework. J. Vis. Commun. Image Represent. Neelesh Sabat, Subodh Raj M. S., Sudhish N. George, Sunil Kumar T. K.
2023	J	`jnl`	A fast non-convex optimization technique for human action recovery from misrepresented 3D motion capture data using trajectory movement and pair-wise hierarchical constraints. J. Ambient Intell. Humaniz. Comput. M. S. Subodh Raj, Sudhish N. George
2023	J	`jnl`	An approximate tensor singular value decomposition approach for the fast grouping of whole-body human poses. J. Vis. Commun. Image Represent. M. S. Subodh Raj, Sudhish N. George
2023	—	`conf`	Making Domain Specific Adversarial Attacks for Retinal Fundus Images. CVIP (3) Nirmal Joseph, P. M. Ameer, Sudhish N. George, Kiran B. Raja
2023	—	`conf`	Quantitative Assessment of Hayward Kiwi Soluble Solids Content Prediction Using Hyperspectral Imaging. WHISPERS Jobin Francis, Binu Melit Devassy, Sudhish N. George, Sony George
2023	—	`conf`	Simultaneous Super Resolution and Moving Object Detection from Low Resolution Surveillance Videos. ICME Workshops Anju Jose Tom, Sudhish N. George
2022	J	`jnl`	A Comprehensive Tensor Framework for the Clustering of Hyperspectral Paper Data With an Application to Forensic Document Analysis. IEEE Access Jobin Francis, Baburaj Madathil, Sudhish N. George, Sony George
2022	—	`conf`	A New Matrix Decomposition Framework forSpecular Reflection Removal from Endoscopic Images. CVCS Jithin Joseph, Sudhish N. George, Kiran B. Raja
2022	—	`conf`	A New Optimization Model for the Restoration of the Deteriorated Hyperspectral Images. CVCS K. S. Shanthini, Sudhish N. George, Sony George
2022	—	`conf`	A Tensor Non-Convex Low Rank And Sparse Constrained Band Selection Scheme For Clustering Of Hyperspectral Paper Data. WHISPERS Jobin Francis, K. S. Shanthini, Sudhish N. George, Sony George
2022	J	`jnl`	An ACM Trans. Multim. Comput. Commun. Appl. Jobin Francis, M. Baburaj, Sudhish N. George
2022	—	`conf`	An Efficient Framework for the Clustering of Human Activity Datausing Kernelized Robust Covariance Descriptors. CVCS Guntru Prasanth Kumar, M. S. Subodh Raj, Sudhish N. George
2022	J	`jnl`	An intelligent framework for transmission map estimation in image dehazing using total variation regularized low-rank approximation. Vis. Comput. Baiju P. S., Sherin Lisa Antony, Sudhish N. George
2022	J	`jnl`	TTV Regularized LRTA Technique for the Estimation of Haze Model Parameters in Video Dehazing. ACM Trans. Multim. Comput. Commun. Appl. Baiju P. S., Sudhish N. George
2022	J	`jnl`	l J. Ambient Intell. Humaniz. Comput. Baiju P. S., Sudhish N. George
2021	J	`jnl`	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 Jobin Francis, Baburaj Madathil, Sudhish N. George, Sony George
2021	J	`jnl`	A Three-Way Optimization Technique for Noise Robust Moving Object Detection Using Tensor Low-Rank Approximation, l IEEE Trans. Cybern. Anju Jose Tom, Sudhish N. George
2021	J	`jnl`	Noise robust image clustering based on reweighted low rank tensor approximation and $l_{\frac{1}{2}}$ regularization. Signal Image Video Process. Baburaj Madathil, Sudhish N. George
2020	—	`conf`	A Two-Way Optimization Framework for Clustering of Images using Weighted Tensor Nuclear Norm Approximation. NCC Akhil Johnson, Jobin Francis, Baburaj Madathil, Sudhish N. George
2020	J	`jnl`	A Unified Tensor Framework for Clustering and Simultaneous Reconstruction of Incomplete Imaging Data. ACM Trans. Multim. Comput. Commun. Appl. Jobin Francis, M. Baburaj, Sudhish N. George
2020	J	`jnl`	A review on medical image denoising algorithms. Biomed. Signal Process. Control. Sameera V. Mohd Sagheer, Sudhish N. George
2020	J	`jnl`	An Automated Unified Framework for Video Deraining and Simultaneous Moving Object Detection in Surveillance Environments. IEEE Access Baiju P. S., Sudhish N. George
2020	J	`jnl`	An IoT based Active Building Surveillance System using Raspberry Pi and NodeMCU. CoRR Sruthy. S, S. Yamuna, Sudhish N. George
2020	J	`jnl`	Entropy-Based Reweighted Tensor Completion Technique for Video Recovery. IEEE Trans. Circuits Syst. Video Technol. Geona Mary P. D., Baburaj Madathil, Sudhish N. George
2020	J	`jnl`	Multi-frame image super resolution using spatially weighted total variation regularisations. IET Image Process. Abdu Rahiman V, Sudhish N. George
2020	J	`jnl`	Simultaneous Reconstruction and Moving Object Detection From Compressive Sampled Surveillance Videos. IEEE Trans. Image Process. Anju Jose Tom, Sudhish N. George
2020	J	`jnl`	Tensor total variation regularised low-rank approximation framework for video deraining. IET Image Process. Baiju P. S., Deepak Jayan P., Sudhish N. George
2019	J	`jnl`	Denoising of low-dose CT images via low-rank tensor modeling and total variation regularization. Artif. Intell. Medicine Sameera V. Mohd Sagheer, Sudhish N. George
2019	J	`jnl`	Despeckling of 3D ultrasound image using tensor low rank approximation. Biomed. Signal Process. Control. Sameera V. Mohd Sagheer, Sudhish N. George, Sudeep Koshy Kurien
2019	J	`jnl`	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. Baburaj Madathil, Sudhish N. George
2019	J	`jnl`	Simultaneous denoising and moving object detection using low rank approximation. Future Gener. Comput. Syst. Shijila B., Anju Jose Tom, Sudhish N. George
2019	J	`jnl`	Tensor based approach for inpainting of video containing sparse text. Multim. Tools Appl. Baburaj Madathil, Sudhish N. George
2019	J	`jnl`	Video Completion and Simultaneous Moving Object Detection for Extreme Surveillance Environments. IEEE Signal Process. Lett. Anju Jose Tom, Sudhish N. George
2018	J	`jnl`	DCT based weighted adaptive multi-linear data completion and denoising. Neurocomputing Baburaj Madathil, Sudhish N. George
2018	J	`jnl`	Denoising of Rician corrupted 3D magnetic resonance images using Biomed. Signal Process. Control. Hawazin S. Khaleel, Sameera V. Mohd Sagheer, M. Baburaj, Sudhish N. George
2018	J	`jnl`	Moving object detection by low rank approximation and l1- J. Vis. Commun. Image Represent. Shijila B., Anju Jose Tom, Sudhish N. George
2018	—	`conf`	Robust Single Image Super Resolution Employing ADMM with Plug-and-Play Prior. CVIP (2) Abdu Rahiman V, Sudhish N. George
2018	J	`jnl`	Robust single image super resolution using neighbor embedding and fusion in wavelet domain. Comput. Electr. Eng. Abdu Rahiman V, Sudhish N. George
2018	—	`conf`	Tensor Total Variation Regularized Moving Object Detection for Surveillance Videos. SPCOM Anju Jose Tom, Sudhish N. George
2018	J	`jnl`	Twist tensor total variation regularized-reweighted nuclear norm based tensor completion for video missing area recovery. Inf. Sci. Baburaj Madathil, Sudhish N. George
2017	J	`jnl`	A novel dictionary-based approach for missing sample recovery of signals in manifold. Signal Image Video Process. Baburaj Madathil, Sudhish N. George
2017	J	`jnl`	A robust face hallucination technique based on adaptive learning method. Multim. Tools Appl. Rohit U., Abdu Rahiman V, Sudhish N. George
2017	—	`conf`	Denoising of Volumetric MR Image Using Low-Rank Approximation on Tensor SVD Framework. CVIP (1) Hawazin S. Khaleel, Sameera V. Mohd Sagheer, M. Baburaj, Sudhish N. George
2017	J	`jnl`	Single image super resolution using neighbor embedding and statistical prediction model. Comput. Electr. Eng. Abdu Rahiman V, Sudhish N. George
2017	J	`jnl`	Ultrasound image despeckling using low rank matrix approximation approach. Biomed. Signal Process. Control. Sameera V. Mohd Sagheer, Sudhish N. George
2017	—	`conf`	Video Inpainting Based on Re-weighted Tensor Decomposition. CVIP (1) Anjali Ravindran, M. Baburaj, Sudhish N. George
2016	—	`conf`	A novel approach for de-speckling of ultrasound images using bilateral filter. RAIT Sameera V. Mohd Sagheer, Sudhish N. George
2016	—	`conf`	Modified dictionary learning method for sparsity based single image super-resolution. RAIT Abdu Rahiman V, Rohit U., Sudhish N. George
2015	J	`jnl`	An audio encryption technique through compressive sensing and Arnold transform. Int. J. Trust. Manag. Comput. Commun. Nishanth Augustine, Sudhish N. George, Deepthi P. Pattathil
2015	J	`jnl`	Audio security through compressive sampling and cellular automata. Multim. Tools Appl. Sudhish N. George, Nishanth Augustine, Deepthi P. Pattathil
2014	—	`conf`	Compressive Sensing Based Audio Scrambling Using Arnold Transform. SNDS Nishanth Augustine, Sudhish N. George, P. P. Deepthi
2014	—	`conf`	PWLCM Based Secure Measurement Matrix Generation for Secure Video Compressive Sensing. SSCC Abhishek Kolazi, Sudhish N. George, P. P. Deepthi
2012	—	`conf`	An expeditious chaos based digital image encryption algorithm. RAIT R. Arun Raj, Sudhish N. George, P. P. Deepthi