Browsing SoC Research Publications by Author "Ramachandran, Sreeraj"

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An experimental evaluation on deepfake detection using deep face recognition

Ramachandran, Sreeraj; Nadimpalli, Aakash Varma; Rattani, Ajita (IEEE, 2021-10-11)

Significant advances in deep learning have obtained hallmark accuracy rates for various computer vision applications. However, advances in deep generative models have also led to the generation of very realistic fake ...
Harnessing unlabeled data to improve generalization of biometric gender and age classifiers

Nadimpalli, Aakash Varma; Reddy, Narsi; Ramachandran, Sreeraj; Rattani, Ajita (IEEE, 2021-12-05)

With significant advances in deep learning, many computer vision applications have reached the inflection point. However, these deep learning models need large amount of labeled data for model training and optimum parameter ...