Search Results - "Mehta, Ravishankar"

An efficient ear recognition technique based on deep ensemble learning approach by Mehta, Ravishankar, Singh, Koushlendra Kumar

“…Person identifications using the ear-based biometric system has become quite popular in recent year due to increasing demands in security and surveillance…”
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Ensemble-Based Hybrid Transfer Approach for an Effective 2D Ear Recognition System by Mehta, Ravishankar, Sheikh-Akbari, Akbar, Singh, Koushlendra Kumar

“…Person identification using ear images has gained significant attention recently. Transfer learning provides an effective platform for image classification,…”
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Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system by Mehta, Ravishankar, Singh, Koushlendra Kumar

“…The transfer learning and deep convolutional neural network-based recognition models have been merged to develop an efficient model in the contemporary time…”
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A vision transformer-based automated human identification using ear biometrics by Mehta, Ravishankar, Shukla, Sindhuja, Pradhan, Jitesh, Singh, Koushlendra Kumar, Kumar, Abhinav

“…Recent years Vision Transformers (ViTs) have gained significant attention in the field of computer vision for their impressive performance in various tasks,…”
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A Noble Approach to 2D Ear Recognition System using Hybrid Transfer Learning by Mehta, Ravishankar, Sheikh-Akbari, Akbar, Singh, Koushlendra K.

“…Convolutional Neural Networks (CNNs) have emerged as a popular choice of researchers for their robust feature extraction and information mining capability. In…”
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Epileptic Seizure Prediction Using 1D-MobileNet by SJ, Shilpa, Mehta, Ravishankar, Vityazev, Sergey, Singh, Koushlendra Kumar

“…Automatic seizure prediction is helpful to Epilepsy patients to identify the possibility of seizure events momentarily. This could mitigate the risk faced by…”
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Classification of Ictal and Preictal Seizure using EEG Signals based on Convolutional Neural Network by SJ, Shilpa, Mehta, Ravishankar, Sheikh-Akbari, Akbar, Singh, Koushlendra Kumar

“…Epilepsy is a neurological disorder in which normal brain activity is affected. Electroencephalography (EEG) is a gold standard to predict epilepsy seizures…”
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Rotation Invariant 2D Ear Recognition Using Gabor Filters and Ensemble of Pre-trained Deep Convolutional Neural Network Model by Mehta, Ravishankar, Ujjwal, Gyan, SJ, Shilpa, Vityazev, Sergey, Singh, Koushlendra K.

“…Deep learning-based approaches have become the appealing choice of researchers for invariant ear recognition which deals with the challenging tasks related to…”
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