Sudipta Roy

According to our database, Sudipta Roy authored at least 54 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable artificial intelligence to increase transparency for revolutionizing healthcare ecosystem and the road ahead.

Sudipta Roy, Debojyoti Pal, Tanushree Meena

Netw. Model. Anal. Health Informatics Bioinform., December, 2024

Tumor Localization and Classification from MRI of Brain using Deep Convolution Neural Network and Salp Swarm Algorithm.

Jaber Alyami, Amjad Rehman, Fahad Almutairi, Abdul Muiz Fayyaz, Sudipta Roy, Tanzila Saba, Alhassan Alkhurim

Cogn. Comput., July, 2024

Exploring deep learning for carotid artery plaque segmentation: atherosclerosis to cardiovascular risk biomarkers.

Pankaj Kumar Jain, Kalyan Tadepalli, Sudipta Roy, Neeraj Sharma

Multim. Tools Appl., April, 2024

A weighted ensemble transfer learning approach for melanoma classification from skin lesion images.

Himanshi Meswal, Deepika Kumar, Aryan Gupta, Sudipta Roy

Multim. Tools Appl., March, 2024

Unleashing the power of explainable AI: sepsis sentinel's clinical assistant for early sepsis identification.

Snehashis Chakraborty, Komal Kumar, Kalyan Tadepalli, Balakrishna Pailla, Sudipta Roy

Multim. Tools Appl., 2024

ALFREDO: Active Learning with FeatuRe disEntangelement and DOmain adaptation for medical image classification.

Dwarikanath Mahapatra, Ruwan B. Tennakoon, Yasmeen George, Sudipta Roy, Behzad Bozorgtabar, Zongyuan Ge, Mauricio Reyes

Medical Image Anal., 2024

An explainable weakly supervised model for multi-disease detection and localization from thoracic X-rays.

Anwesh Kabiraj, Tanushree Meena, Kalyan Tadepalli, Sudipta Roy

Appl. Soft Comput., 2024

Confidence-Guided Semi-supervised Learning for Generalized Lesion Localization in X-Ray Images.

Abhijit Das, Vandan Gorade, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Sudipta Roy

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

SAC UW-Net: A self-attention-based network for multimodal medical image segmentation.

Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

SEANet: Rethinking Skip-Connections Design in Encoder-Decoder Networks via Synergistic Spatial-Spectral Fusion for LDCT Denoising.

Abhijit Das, Vandan Gorade, Dwarikanath Mahapatra, Sudipta Roy

Proceedings of the Pattern Recognition - 27th International Conference, 2024

InVERGe: Intelligent Visual Encoder for Bridging Modalities in Report Generation.

Ankan Deria, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, Sudipta Roy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Number plate recognition from enhanced super-resolution using generative adversarial network.

Anwesh Kabiraj, Debojyoti Pal, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy

Multim. Tools Appl., April, 2023

Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging.

Komal Kumar, Snehashis Chakraborty, Sudipta Roy

Proceedings of the Pattern Recognition and Machine Intelligence, 2023

Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR Classification.

Dwarikanath Mahapatra, Antonio José Jimeno-Yepes, Shiba Kuanar, Sudipta Roy, Behzad Bozorgtabar, Mauricio Reyes, Zongyuan Ge

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Fully Connected Reproducible SE-UResNet for Multiorgan Chest Radiographs Segmentation.

Debojyoti Pal, Tanushree Meena, Sudipta Roy

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

Weakly Supervised Confidence Aware Probabilistic CAM multi-Thorax Anomaly Localization Network.

Tanushree Meena, Anwesh Kabiraj, Pailla Balakrishna Reddy, Sudipta Roy

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

An Explainable AI based Clinical Assistance Model for Identifying Patients with the Onset of Sepsis.

Snehashis Chakraborty, Komal Kumar, Pailla Balakrishna Reddy, Tanushree Meena, Sudipta Roy

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

AW-Net: A Novel Fully Connected Attention-based Medical Image Segmentation Model.

Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Robust MSFM Learning Network for Classification and Weakly Supervised Localization.

Komal Kumar, Balakrishna Pailla, Kalyan Tadepalli, Sudipta Roy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Color Image Cryptography Using Block and Pixel-Wise Permutations with 3D Chaotic Diffusion in Metaverse.

Renjith V. Ravi, Pushan Kumar Dutta, Sudipta Roy

Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023

An Emoticon-Based Sentiment Aggregation on Metaverse Related Tweets.

Mousumi Bhattacharyya, Asmita Roy, Sadip Midya, Anirban Mitra, Anupam Ghosh, Sudipta Roy

Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023

2022

MTSE U-Net: an architecture for segmentation, and prediction of fetal brain and gestational age from MRI of brain.

Tuhinangshu Gangopadhyay, Shinjini Halder, Paramik Dasgupta, Kingshuk Chatterjee, Debayan Ganguly, Surjadeep Sarkar, Sudipta Roy

Netw. Model. Anal. Health Informatics Bioinform., 2022

Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray.

Debojyoti Pal, Pailla Balakrishna Reddy, Sudipta Roy

Comput. Biol. Medicine, 2022

Detection and Classification of Lung Disease Using Deep Learning Architecture from X-ray Images.

Anwesh Kabiraj, Tanushree Meena, Pailla Balakrishna Reddy, Sudipta Roy

Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021

A deep survey on supervised learning based human detection and activity classification methods.

Muhammad Attique Khan, Mamta Mittal, Lalit Mohan Goyal, Sudipta Roy

Multim. Tools Appl., 2021

Demographical gender prediction of Twitter users using big data analytics: an application of decision marketing.

Sudipta Roy, Bhavya Patel, Debnath Bhattacharyya, Kushal Dhayal, Tai-Hoon Kim, Mamta Mittal

Int. J. Reason. based Intell. Syst., 2021

Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification.

Farah Saeed, Muhammad Attique Khan, Muhammad Sharif, Mamta Mittal, Lalit Mohan Goyal, Sudipta Roy

Appl. Soft Comput., 2021

Web Series Recommendation System Using Machine Learning.

Anirban Mitra, Loknath Roy, Rupam Ghosh, Debranjan Pal, Sudipta Roy, Narayan C. Debnath, Soumya Sen

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2021

2020

Image Watermarking in Curvelet Domain Using Edge Surface Blocks.

Mamta Mittal, Ranjeeta Kaushik, Amit Verma, Iqbaldeep Kaur, Lalit Mohan Goyal, Sudipta Roy, Tai-Hoon Kim

Symmetry, 2020

A Smart, Sensible Agriculture System Using the Exponential Moving Average Model.

Tai-Hoon Kim, Virendra Singh Solanki, Hardik J. Baraiya, Anirban Mitra, Hirav Shah, Sudipta Roy

Symmetry, 2020

Video Caption Based Searching Using End-to-End Dense Captioning and Sentence Embeddings.

Akshay Aggarwal, Aniruddha Chauhan, Deepika Kumar, Mamta Mittal, Sudipta Roy, Tai-Hoon Kim

Symmetry, 2020

Detecting Pneumonia using Convolutions and Dynamic Capsule Routing for Chest X-ray Images.

Ansh Mittal, Deepika Kumar, Mamta Mittal, Tanzila Saba, Ibrahim Abunadi, Amjad Rehman, Sudipta Roy

Sensors, 2020

Improved ECG Watermarking Technique Using Curvelet Transform.

Lalit Mohan Goyal, Mamta Mittal, Ranjeeta Kaushik, Amit Verma, Iqbaldeep Kaur, Sudipta Roy, Tai-Hoon Kim

Sensors, 2020

Data hiding in virtual bit-plane using efficient Lucas number sequences.

Biswajita Datta, Koushik Dutta, Sudipta Roy

Multim. Tools Appl., 2020

Gossip based fault tolerant protocol in distributed transactional memory using quorum based replication system.

Moumita Chatterjee, Anirban Mitra, Sudipta Roy, Sanjit Kumar Setua

Clust. Comput., 2020

Gossip-based fault-tolerant load balancing algorithm with low communication overhead.

Moumita Chatterjee, Anirban Mitra, Sanjit Kumar Setua, Sudipta Roy

Comput. Electr. Eng., 2020

2019

Stock Price Prediction using Artificial Neural Model: An Application of Big Data.

Malav Shastri, Sudipta Roy, Mamta Mittal

EAI Endorsed Trans. Scalable Inf. Syst., 2019

Blood vessel segmentation of retinal image using Clifford matched filter and Clifford convolution.

Somasis Roy, Anirban Mitra, Sudipta Roy, Sanjit Kumar Setua

Multim. Tools Appl., 2019

Multi-bit robust image steganography based on modular arithmetic.

Biswajita Datta, Sudipta Roy, Subhranil Roy, Samir Kumar Bandyopadhyay

Multim. Tools Appl., 2019

Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network.

Swagato Chatterjee, Rwik Kumar Dutta, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy

CoRR, 2019

Expansion of Cluster Head Stability Using Fuzzy in Cognitive Radio CR-VANET.

Muhammad Asim Saleem, Shijie Zhou, Abida Sharif, Tanzila Saba, Muhammad Azam Zia, Ashar Javed, Sudipta Roy, Mamta Mittal

IEEE Access, 2019

An Efficient Edge Detection Approach to Provide Better Edge Connectivity for Image Analysis.

Mamta Mittal, Amit Verma, Iqbaldeep Kaur, Bhavneet Kaur, Meenakshi Sharma, Lalit Mohan Goyal, Sudipta Roy, Tai-Hoon Kim

IEEE Access, 2019

Bengali Handwritten Character Classification Using Transfer Learning on Deep Convolutional Network.

Swagato Chatterjee, Rwik Kumar Dutta, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy

Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

Computer-Aided Tumor Segmentation from T2-Weighted MR Images of Patient-Derived Tumor Xenografts.

Sudipta Roy, Kooresh Isaac Shoghi

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Gossip Based Distributed Real Time Task Scheduling with Guaranteed Performance on Heterogeneous Networks.

Moumita Chatterjee, Anirban Mitra, Sudipta Roy, Somasis Roy, Hirav Shah, Sanjit Kumar Setua

Proceedings of the Big Data Analytics - 7th International Conference, 2019

2018

Enhancement and restoration of non-uniform illuminated Fundus Image of Retina obtained through thin layer of cataract.

Anirban Mitra, Sudipta Roy, Somasis Roy, Sanjit Kumar Setua

Comput. Methods Programs Biomed., 2018

The region of interest localization for glaucoma analysis from retinal fundus image using deep learning.

Anirban Mitra, Priya Shankar Banerjee, Sudipta Roy, Somasis Roy, Sanjit Kumar Setua

Comput. Methods Programs Biomed., 2018

2017

An improved brain MR image binarization method as a preprocessing for abnormality detection and features extraction.

Sudipta Roy, Debnath Bhattacharyya, Samir Kumar Bandyopadhyay, Tai-Hoon Kim

Frontiers Comput. Sci., 2017

An effective method for computerized prediction and segmentation of multiple sclerosis lesions in brain MRI.

Sudipta Roy, Debnath Bhattacharyya, Samir Kumar Bandyopadhyay, Tai-Hoon Kim

Comput. Methods Programs Biomed., 2017

Large-Scale Encryption in the Hadoop Environment: Challenges and Solutions.

Raj R. Parmar, Sudipta Roy, Debnath Bhattacharyya, Samir Kumar Bandyopadhyay, Tai-Hoon Kim

IEEE Access, 2017

2015

Sentiment analysis using cosine similarity measure.

Saprativa Bhattacharjee, Anirban Das, Ujjwal Bhattacharya, Swapan K. Parui, Sudipta Roy

Proceedings of the 2nd IEEE International Conference on Recent Trends in Information Systems, 2015

2014

Contour Extraction and Segmentation of Cerebral Hemorrhage from MRI of Brain by Gamma Transformation Approach.

Sudipta Roy, Piue Ghosh, Samir Kumar Bandyopadhyay

Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014

2013

A Review on Automated Brain Tumor Detection and Segmentation from MRI of Brain.

Sudipta Roy, Sanjay Nag, Indra Kanta Maitra, Samir Kumar Bandyopadhyay

CoRR, 2013

2012

Identifications of concealed weapon in a Human Body

Samir Kumar Bandyopadhyay, Biswajita Datta, Sudipta Roy

CoRR, 2012