Zobrazeno 1 - 10 of 143 pro vyhledávání: '"B, Jayaraj"'
1
Akademický článek
Deep Cleaner—A Few Shot Image Dataset Cleaner Using Supervised Contrastive Learning
Autor: M. B. Bijoy, Bhanu Prakash Pebbeti, A. Sai Manoj, S. Abdul Fathaah, Akash Raut, P. N. Pournami, P. B. Jayaraj
Publikováno v: IEEE Access, Vol 11, Pp 18727-18738 (2023)
Images are increasingly used for AI-based diagnosis and analysis of many diseases like cervical cancer, mouth cancer, glucose analysis from retina etc. In many cases, data collection is done by specialised camera modules which capture images of affec
Externí odkaz: https://doaj.org/article/6a9bd57f7fcd43f5b3c3e9ecb91564dd
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2
Akademický článek
ViT VO - A Visual Odometry technique Using CNN-Transformer Hybrid Architecture
Autor: B Jayaraj P., J Ebin, R Karthik, P N Pournami
Publikováno v: ITM Web of Conferences, Vol 54, p 01004 (2023)
Localization is one of the main tasks involved in the operation of autonomous agents (e.g., vehicle, robot etc.). It allows them to be able to track their paths and properly detect and avoid obstacles. Visual Odometry (VO) is one of the techniques us
Externí odkaz: https://doaj.org/article/92d2cfcbd6ce48af8ceefc4e7c48db5b
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3
Akademický článek
Self-supervised approach for organs at risk segmentation of abdominal CT images
Autor: Francis Seenia, Minino Coutinho Austin, P N Pournami, Puzhakkal Niyas, P B Jayaraj
Publikováno v: ITM Web of Conferences, Vol 54, p 01003 (2023)
Accurate segmentation of organs at risk is essential for radiation therapy planning. However, manual segmentation is time-consuming and prone to inter and intra-observer variability. This study proposes a self-supervision based attention UNet model f
Externí odkaz: https://doaj.org/article/c0060da64e004381b5661d4d7bcd1327
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7
Akademický článek
SpecMap: An efficient spectral partitioning based static application mapping algorithm for 2D mesh NoCs.
Autor: Raj, R. S. Reshma, Joseph, Athul, H., Akhil Sarwar T., Kalady, Saidalavi, B., Jayaraj P.
Publikováno v: Concurrency & Computation: Practice & Experience; Nov2023, Vol. 35 Issue 26, p1-20, 20p
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8
Deep Sequence Models for Ligand-Based Virtual Screening
Autor: Viswajit Vinod Nair, Sonaal Pathlai Pradeep, Vaishnavi Sudheer Nair, P. N. Pournami, G. Gopakumar, P. B. Jayaraj
Publikováno v: Journal of Computational Biophysics and Chemistry. 21:207-217
The past few years have witnessed machine learning techniques take the limelight in multiple research domains. One such domain that has reaped the benefits of machine learning is computer-aided drug discovery, where the search space for candidate dru
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::134b38709ce168a7a6b7b1a65002b912
https://doi.org/10.1142/s2737416522500107
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