Balamurali Murugesan

51 papers A 1Journal 29Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	KDPhys: An attention guided 3D to 2D knowledge distillation for real-time video-based physiological measurement. Biomed. Signal Process. Control. Nicky Nirlipta Sahoo, Vs Sachidanand, Matcha Naga Gayathri, Balamurali Murugesan, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam
2025	J	`jnl`	Neighbor-aware calibration of segmentation networks with penalty-based constraints. Medical Image Anal. Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz
2024	—	`conf`	Class and Region-Adaptive Constraints for Network Calibration. MICCAI (8) Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
2024	J	`jnl`	Class and Region-Adaptive Constraints for Network Calibration. CoRR Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
2024	J	`jnl`	Do not trust what you trust: Miscalibration in Semi-supervised Learning. CoRR Shambhavi Mishra, Balamurali Murugesan, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz
2024	J	`jnl`	Do not trust what you trust: Miscalibration in Semisupervised Learning. Trans. Mach. Learn. Res. Shambhavi Mishra, Balamurali Murugesan, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz
2024	J	`jnl`	Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints. CoRR Balamurali Murugesan, Sukesh Adiga Vasudeva, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz
2024	A	`conf`	Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation. WACV Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz
2024	—	`conf`	Robust Calibration of Large Vision-Language Adapters. ECCV (24) Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
2024	J	`jnl`	Robust Calibration of Large Vision-Language Adapters. CoRR Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz
2023	J	`jnl`	Calibrating segmentation networks with margin-based label smoothing. Medical Image Anal. Balamurali Murugesan, Bingyuan Liu, Adrian Galdran, Ismail Ben Ayed, Jose Dolz
2023	J	`jnl`	MCI-HyperNet: A multiple contextual information-based adaptive weight learning network for controllable image reconstruction. Neurocomputing Sriprabha Ramanarayanan, Balamurali Murugesan, Arun Palla, Keerthi Ram, Ramesh Venkatesan, Mohanasankar Sivaprakasam
2023	J	`jnl`	Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation. CoRR Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz
2023	—	`conf`	Trust Your Neighbours: Penalty-Based Constraints for Model Calibration. MICCAI (3) Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Herve Lombaert, Ismail Ben Ayed, Jose Dolz
2023	J	`jnl`	Trust your neighbours: Penalty-based constraints for model calibration. CoRR Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu, Hervé Lombaert, Ismail Ben Ayed, Jose Dolz
2022	J	`jnl`	A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction. CoRR Balamurali Murugesan, Sriprabha Ramanarayanan, Sricharan Vijayarangan, Keerthi Ram, Naranamangalam R. Jagannathan, Mohanasankar Sivaprakasam
2022	J	`jnl`	Calibrating Segmentation Networks with Margin-based Label Smoothing. CoRR Balamurali Murugesan, Bingyuan Liu, Adrian Galdran, Ismail Ben Ayed, Jose Dolz
2022	—	`conf`	Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit. EMBC Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen Leonhardt, Jayaraj Joseph, Mohanasankar Sivaprakasam
2022	J	`jnl`	Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit. CoRR Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen Leonhardt, Jayaraj Joseph, Mohanasankar Sivaprakasam
2021	J	`jnl`	A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction. Comput. Medical Imaging Graph. Balamurali Murugesan, Sriprabha Ramanarayanan, Sricharan Vijayarangan, Keerthi Ram, Naranamangalam R. Jagannathan, Mohanasankar Sivaprakasam
2021	J	`jnl`	MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction. CoRR Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
2021	—	`conf`	Style Transfer based Coronary Artery Segmentation in X-ray Angiogram. ICCVW Supriti Mulay, Keerthi Ram, Balamurali Murugesan, Mohanasankar Sivaprakasam
2020	—	`conf`	A Context Based Deep Learning Approach for Unbalanced Medical Image Segmentation. ISBI Balamurali Murugesan, Kaushik Sarveswaran, Vijaya Raghavan S, Sharath M. Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam
2020	J	`jnl`	A context based deep learning approach for unbalanced medical image segmentation. CoRR Balamurali Murugesan, Kaushik Sarveswaran, Vijaya Raghavan S, Sharath M. Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam
2020	—	`conf`	AutoSyncoder: An Adversarial AutoEncoder Framework for Multimodal MRI Synthesis. MLMIR@MICCAI JayaChandra Raju, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
2020	—	`conf`	DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image Reconstruction. ISBI Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
2020	J	`jnl`	DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction. CoRR Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
2020	—	`conf`	Dual-Encoder-Unet For Fast Mri Reconstruction. ISBI Workshops Amrit Kumar Jethi, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
2020	—	`conf`	Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification. EMBC Sricharan Vijayarangan, Balamurali Murugesan, Vignesh Ravichandran, S. P. Preejith, Jayaraj Joseph, Mohanasankar Sivaprakasam
2020	J	`jnl`	Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification. CoRR Sricharan Vijayarangan, Balamurali Murugesan, Vignesh Ravichandran, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam
2020	—	`conf`	KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow. MIDL Balamurali Murugesan, Sricharan Vijayarangan, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam
2020	J	`jnl`	KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow. CoRR Balamurali Murugesan, Sricharan Vijayarangan, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam
2020	—	`conf`	MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction. MIDL Sriprabha Ramanarayanan, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
2020	—	`conf`	MRI Super-Resolution using Laplacian Pyramid Convolutional Neural Networks with Isotropic Undecimated Wavelet Loss. EMBC Sriprabha Ramanarayanan, Balamurali Murugesan, Ananth Kalyanasundaram, Surya Prabhakaran, Keerthi Ram, Shantanu Patil, Mohanasankar Sivaprakasam
2020	J	`jnl`	REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs. Medical Image Anal. José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Hrvoje Bogunovic
2020	—	`conf`	RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG. EMBC Sricharan Vijayarangan, Vignesh Ravichandran, Balamurali Murugesan, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam
2020	J	`jnl`	RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG. CoRR Sricharan Vijayarangan, Vignesh Ravichandran, Balamurali Murugesan, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	—	`conf`	Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation. MLMI@MICCAI Balamurali Murugesan, Kaushik Sarveswaran, Sharath M. Shankaranarayana, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	J	`jnl`	Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation. CoRR Balamurali Murugesan, Kaushik Sarveswaran, Sharath M. Shankaranarayana, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	—	`conf`	Deep Network for Capacitive ECG Denoising. MeMeA Vignesh Ravichandran, Balamurali Murugesan, Sharath M. Shankaranarayana, Keerthi Ram, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	J	`jnl`	Deep Network for Capacitive ECG Denoising. CoRR Vignesh Ravichandran, Balamurali Murugesan, Sharath M. Shankaranarayana, Keerthi Ram, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	—	`conf`	Deep detection and classification of mitotic figures. Digital Pathology Balamurali Murugesan, Sakthivel Selvaraj, Kaushik Sarveswaran, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	J	`jnl`	Joint shape learning and segmentation for medical images using a minimalistic deep network. CoRR Balamurali Murugesan, Kaushik Sarveswaran, Sharath M. Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam
2019	—	`conf`	Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation. EMBC Balamurali Murugesan, Kaushik Sarveswaran, Sharath M. Shankaranarayana, Keerthi Ram, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	J	`jnl`	Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation. CoRR Balamurali Murugesan, Kaushik Sarveswaran, Sharath M. Shankaranarayana, Keerthi Ram, Mohanasankar Sivaprakasam
2019	J	`jnl`	REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. CoRR José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic
2019	—	`conf`	Recon-GLGAN: A Global-Local Context Based Generative Adversarial Network for MRI Reconstruction. MLMIR@MICCAI Balamurali Murugesan, Vijaya Raghavan S, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam
2019	J	`jnl`	Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction. CoRR Balamurali Murugesan, Vijaya Raghavan S, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam
2019	—	`conf`	RespNet: A deep learning model for extraction of respiration from photoplethysmogram. EMBC Vignesh Ravichandran, Balamurali Murugesan, Vaishali Balakarthikeyan, Keerthi Ram, Preejith S. P, Jayaraj Joseph, Mohanasankar Sivaprakasam
2019	J	`jnl`	RespNet: A deep learning model for extraction of respiration from photoplethysmogram. CoRR Vignesh Ravichandran, Balamurali Murugesan, Vaishali Balakarthikeyan, Sharath M. Shankaranarayana, Keerthi Ram, S. P. Preejith, Jayaraj Joseph, Mohanasankar Sivaprakasam
2018	—	`conf`	ECGNet: Deep Network for Arrhythmia Classification. MeMeA Balamurali Murugesan, Vignesh Ravichandran, Keerthi Ram, S. P. Preejith, Jayaraj Joseph, Sharath M. Shankaranarayana, Mohanasankar Sivaprakasam