In house - 6 HPC is available in A3I2Lab
Processor Intel(R) Core(TM) i9-10900K CPU @ 3.70GHz 3.70 GHz, Installed RAM 128 GB (128 GB usable)
NVIDIA RTX A4000, Dedicated GPU memory 0.0/16.0 GB, Shared GPU memory 0.0/63.9 GB, GPU Memory 0.0/79.9 GB
Deria, Ankan, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra, and Sudipta Roy. "InVERGe: Intelligent Visual Encoder for Bridging Modalities in Report Generation." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 2028-2038. 2024.
Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy, “SAC UW-Net: A self-attention-based network for multimodal medical image segmentation,” 2024 IEEE International Symposium on Biomedical Imaging (21st IEEE ISBI), Athens, Greece on May 27 – 30, 2024..
Roy, S., Jain, P.K., Tadepalli, K. et al. Forward attention-based deep network for classification of breast histopathology image. Multimed Tools Appl (2024). https://doi.org/10.1007/s11042-024-18947-w
GitHub: https://github.com/labsroy007/Forward-attention-based-deep-network
Kabiraj, A., Meena, T., Reddy, P.B. et al. Multiple thoracic diseases detection from X-rays using CX-Ultranet. Health Technol. (2024). https://doi.org/10.1007/s12553-024-00820-3
Chakraborty, S., Kumar, K., Tadepalli, K. et al. Unleashing the power of explainable AI: sepsis sentinel's clinical assistant for early sepsis identification. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-17828-y
Kumar, K., Chakraborty, S., Roy, S. (2023). Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging. In: Maji, P., Huang, T., Pal, N.R., Chaudhury, S., De, R.K. (eds) Pattern Recognition and Machine Intelligence. PReMI 2023. Lecture Notes in Computer Science, vol 14301. Springer, Cham. https://doi.org/10.1007/978-3-031-45170-6_37
Komal Kumar, Balakrishna Pailla, Kalyan Tadepalli, Sudipta Roy, "Robust MSFM Learning Network for Classification and Weakly Supervised Localization," Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 2442-2451.
Debojyoti Pal, Tanushree Meena, Dwarikanath Mahapatra, Sudipta Roy, "AW-Net: A Novel Fully Connected Attention-Based Medical Image Segmentation Model," Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023, pp. 2532-2541.
S. Chakraborty, K. Kumar, B. P. Reddy, T. Meena and S. Roy, "An Explainable AI based Clinical Assistance Model for Identifying Patients with the Onset of Sepsis," 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science (IRI), Bellevue, WA, USA, 2023, pp. 297-302, doi: 10.1109/IRI58017.2023.00059.
D. Pal, T. Meena and S. Roy, "A Fully Connected Reproducible SE-UResNet for Multiorgan Chest Radiographs Segmentation," 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science (IRI), Bellevue, WA, USA, 2023, pp. 261-266, doi: 10.1109/IRI58017.2023.00052.
T. Meena, A. Kabiraj, P. B. Reddy and S. Roy, "Weakly Supervised Confidence Aware Probabilistic CAM multi-Thorax Anomaly Localization Network," 2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science (IRI), Bellevue, WA, USA, 2023, pp. 309-314, doi: 10.1109/IRI58017.2023.00061.
Halder, S., T. Gangopadhyay, P. Dasgupta, K. Chatterjee, D. Ganguly, S. Sarkar, and S. Roy. "Fetal Brain Component Segmentation using 2-way Ensemble U-Net." In Proceedings of the 7th International Conference on Data Management, Analytics and Innovation, Pune, India, pp. 1-12. 2023.
Gangopadhyay, T., Halder, S., Dasgupta, P. et al. MTSE U-Net: an architecture for segmentation, and prediction of fetal brain and gestational age from MRI of brain. Netw Model Anal Health Inform Bioinforma 11, 50 (2022). https://doi.org/10.1007/s13721-022-00394-y
Debojyoti Pal, Pailla Balakrishna Reddy, Sudipta Roy (2022). Attention UW-Net: A fully connected model for automatic segmentation and annotation from Chest X-ray. Computers in Biology and Medicine, Elsevier, Volume 150, November 2022, 106083. https://doi.org/10.1016/j.compbiomed.2022.106083
Anwesh Kabiraj, Debojyoti Pal, Debayan Ganguly, Kingshuk Chatterjee, Sudipta Roy(2022). Number Plate Recognition from Enhanced Super Resolution with Generative Adversarial Network. Multimedia Tools and Applications, Springer, DOI: 10.1007/s11042-022-14018-0
GitHub: https://github.com/bad-eastwind/Super-Resolution-GAN-
Varun Srivastava, Deepika Kumar and Sudipta Roy (2022). A median based quadrilateral local quantized ternary pattern technique for the classification of dermatoscopic images of skin cancer. Computer and Electrical Engineering, ELSEVIER, Vol 102, September 2022, 108259. https://doi.org/10.1016/j.compeleceng.2022.108259
GitHub: https://www.livesportv.online/pageone-https-github.com/varun0621/SkinCancer-Detection
Chatterjee, S., Dutta, R.K., Ganguly, D., Chatterjee, K., Roy, S. (2020). Bengali Handwritten Character Classification Using Transfer Learning on Deep Convolutional Network. In: Tiwary, U., Chaudhury, S. (eds) Intelligent Human Computer Interaction. IHCI 2019. Lecture Notes in Computer Science(), vol 11886. Springer, Cham. https://doi.org/10.1007/978-3-030-44689-5_13