Search Results for author: Dinesh Babu Jayagopi

Found 13 papers, 2 papers with code

Hinglish to English Machine Translation using Multilingual Transformers

no code implementations RANLP 2021 Vibhav Agarwal, Pooja Rao, Dinesh Babu Jayagopi

Code-Mixed language plays a very important role in communication in multilingual societies and with the recent increase in internet users especially in multilingual societies, the usage of such mixed language has also increased.

Machine Translation Translation

RID-TWIN: An end-to-end pipeline for automatic face de-identification in videos

1 code implementation15 Mar 2024 Anirban Mukherjee, Monjoy Narayan Choudhury, Dinesh Babu Jayagopi

Face de-identification in videos is a challenging task in the domain of computer vision, primarily used in privacy-preserving applications.

De-identification Privacy Preserving

Multi-objective Feature Selection in Remote Health Monitoring Applications

no code implementations10 Jan 2024 Le Ngu Nguyen, Constantino Álvarez Casado, Manuel Lage Cañellas, Anirban Mukherjee, Nhi Nguyen, Dinesh Babu Jayagopi, Miguel Bordallo López

Radio frequency (RF) signals have facilitated the development of non-contact human monitoring tasks, such as vital signs measurement, activity recognition, and user identification.

Activity Recognition feature selection

Non-contact Multimodal Indoor Human Monitoring Systems: A Survey

no code implementations11 Dec 2023 Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli~Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López

In this context, we present a comprehensive survey of multimodal approaches for indoor human monitoring systems, with a specific focus on their relevance in elderly care.

Rehabilitation Exercise Repetition Segmentation and Counting using Skeletal Body Joints

1 code implementation19 Apr 2023 Ali Abedi, Paritosh Bisht, Riddhi Chatterjee, Rachit Agrawal, Vyom Sharma, Dinesh Babu Jayagopi, Shehroz S. Khan

This paper presents a novel approach for segmenting and counting the repetitions of rehabilitation exercises performed by patients, based on their skeletal body joints.

Bag of States: A Non-sequential Approach to Video-based Engagement Measurement

no code implementations17 Jan 2023 Ali Abedi, Chinchu Thomas, Dinesh Babu Jayagopi, Shehroz S. Khan

Compared to the existing sequential and spatiotemporal approaches for engagement measurement, the proposed non-sequential approach improves the state-of-the-art results.

Learning a Deep Reinforcement Learning Policy Over the Latent Space of a Pre-trained GAN for Semantic Age Manipulation

no code implementations2 Nov 2020 Kumar Shubham, Gopalakrishnan Venkatesh, Reijul Sachdev, Akshi, Dinesh Babu Jayagopi, G. Srinivasaraghavan

In our work, we have formulated a Markov Decision Process (MDP) over the latent space of a pre-trained GAN model to learn a conditional policy for semantic manipulation along specific attributes under defined identity bounds.

A Robust Lane Detection and Departure Warning System

no code implementations28 Apr 2015 Mrinal Haloi, Dinesh Babu Jayagopi

For lane detection a modified Inverse Perspective Mapping using only a few extrinsic camera parameters and illuminant Invariant techniques is used.

Lane Detection Optical Flow Estimation

Vehicle Local Position Estimation System

no code implementations23 Mar 2015 Mrinal Haloi, Dinesh Babu Jayagopi

A modified Inverse Perspective Mapping, illuminant Invariant techniques and object detection based approach is used to localize the vehicle in the road.

object-detection Object Detection +1

Characterizing driving behavior using automatic visual analysis

no code implementations13 Mar 2015 Mrinal Haloi, Dinesh Babu Jayagopi

In this work, we present the problem of rash driving detection algorithm using a single wide angle camera sensor, particularly useful in the Indian context.

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