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Anirban Guha

2 papers indexed

crossrefMachine Learning and Knowledge Extraction2024-05-31Cited by 4

Design and Implementation of a Self-Supervised Algorithm for Vein Structural Patterns Analysis Using Advanced Unsupervised Techniques

Swati Rastogi, Siddhartha Prakash Duttagupta, Anirban Guha

Compared to other identity verification systems applications, vein patterns have the lowest potential for being used fraudulently. The present research examines the practicability of gathering vascular data from NIR images of veins. In this study, we propose a self-supervision le…

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crossrefMachine Learning and Knowledge Extraction2023-12-27Cited by 5

Transforming Simulated Data into Experimental Data Using Deep Learning for Vibration-Based Structural Health Monitoring

Abhijeet Kumar, Anirban Guha, Sauvik Banerjee

While machine learning (ML) has been quite successful in the field of structural health monitoring (SHM), its practical implementation has been limited. This is because ML model training requires data containing a variety of distinct instances of damage captured from a real struc…

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