Search Results for author: S Natarajan

Found 3 papers, 2 papers with code

A Comparative Study of Algorithms for Intelligent Traffic Signal Control

1 code implementation2 Sep 2021 Hrishit Chaudhuri, Vibha Masti, Vishruth Veerendranath, S Natarajan

In this paper, methods have been explored to effectively optimise traffic signal control to minimise waiting times and queue lengths, thereby increasing traffic flow.

reinforcement-learning Reinforcement Learning (RL)

Speech Denoising Without Clean Training Data: A Noise2Noise Approach

2 code implementations8 Apr 2021 Madhav Mahesh Kashyap, Anuj Tambwekar, Krishnamoorthy Manohara, S Natarajan

This paper tackles the problem of the heavy dependence of clean speech data required by deep learning based audio-denoising methods by showing that it is possible to train deep speech denoising networks using only noisy speech samples.

Audio Denoising Denoising +3

Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD

no code implementations2 Apr 2021 A Vinay, Aviral Joshi, Hardik Mahipal Surana, Harsh Garg, K N BalasubramanyaMurthy, S Natarajan

The paper posits a computationally-efficient algorithm for multi-class facial image classification in which images are constrained with translation, rotation, scale, color, illumination and affine distortion.

Face Detection Face Recognition +5

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