Search Results for author: Jhilik Bhattacharya

Found 6 papers, 0 papers with code

Multistep traffic speed prediction: A deep learning based approach using latent space mapping considering spatio-temporal dependencies

no code implementations3 Nov 2021 Shatrughan Modi, Jhilik Bhattacharya, Prasenjit Basak

In recent years, a number of different methods for traffic prediction have been proposed which have proved their effectiveness in terms of accuracy.

Management Traffic Prediction

L2BGAN: An image enhancement model for image quality improvement and image analysis tasks without paired supervision

no code implementations29 Sep 2021 Jhilik Bhattacharya, Gianni Ramponi, Leonardo Gregorat, Shatrughan Modi

The paper presents an image enhancement model, L2BGAN, to translate low light images to bright images without a paired supervision.

Image Enhancement

Convolutional Neural Network-Bagged Decision Tree: A hybrid approach to reduce electric vehicle's driver's range anxiety by estimating energy consumption in real-time

no code implementations31 Aug 2020 Shatrughan Modi, Jhilik Bhattacharya, Prasenjit Basak

To overcome range anxiety problem of Electric Vehicles (EVs), an accurate real-time energy consumption estimation is necessary, which can be used to provide the EV's driver with information about the remaining range in real-time.

Time Series Analysis

Estimation of energy consumption of electric vehicles using Deep Convolutional Neural Network to reduce driver's range anxiety

no code implementations24 Aug 2020 Shatrughan Modi, Jhilik Bhattacharya, Prasenjit Basak

The goal of this work is to reduce driver's range anxiety by estimating the real-time energy consumption of electric vehicles using deep convolutional neural network.

A Convolutional Feature Map based Deep Network targeted towards Traffic Detection and Classification

no code implementations22 May 2018 Baljit Kaur, Jhilik Bhattacharya

This research mainly emphasizes on traffic detection thus essentially involving object detection and classification.

General Classification Object +3

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