Search Results for author: Naman Kohli

Found 5 papers, 0 papers with code

Turn Signal Prediction: A Federated Learning Case Study

no code implementations22 Dec 2020 Sonal Doomra, Naman Kohli, Shounak Athavale

Learning this behavior from the abundance of data generated from various sensor modalities integrated in the vehicle is a suitable candidate for deep learning.

Federated Learning

Age Gap Reducer-GAN for Recognizing Age-Separated Faces

no code implementations11 Nov 2020 Daksha Yadav, Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore

In this paper, we propose a novel algorithm for matching faces with temporal variations caused due to age progression.

Age Estimation Face Recognition +2

Supervised Mixed Norm Autoencoder for Kinship Verification in Unconstrained Videos

no code implementations30 May 2018 Naman Kohli, Daksha Yadav, Mayank Vatsa, Richa Singh, Afzel Noore

In this research, we propose a new deep learning framework for kinship verification in unconstrained videos using a novel Supervised Mixed Norm regularization Autoencoder (SMNAE).

Kinship Verification

Hierarchical Representation Learning for Kinship Verification

no code implementations27 May 2018 Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar

Utilizing the information obtained from the human study, a hierarchical Kinship Verification via Representation Learning (KVRL) framework is utilized to learn the representation of different face regions in an unsupervised manner.

Face Verification Kinship Verification +1

Synthetic Iris Presentation Attack using iDCGAN

no code implementations29 Oct 2017 Naman Kohli, Daksha Yadav, Mayank Vatsa, Richa Singh, Afzel Noore

We demonstrate the effect of these synthetically generated iris images as presentation attack on iris recognition by using a commercial system.

Generative Adversarial Network Iris Recognition

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