A framework for driver emotion recognition using deep learning and Grassmann manifolds

B Verma, A Choudhary - 2018 21st International Conference on …, 2018 - ieeexplore.ieee.org
In this paper, we propose a novel, real-time, camera based framework for determining the
drivers emotions through facial expression recognition. Studies have established that …

Continuous real-time vehicle driver authentication using convolutional neural network based face recognition

E Derman, AA Salah - … Face & Gesture Recognition (FG 2018), 2018 - ieeexplore.ieee.org
Continuous driver authentication is useful in the prevention of car thefts, fraudulent switching
of designated drivers, and driving beyond a designated amount of time for a single driver. In …

Deep learning based real-time driver emotion monitoring

B Verma, A Choudhary - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
In this paper, we propose a novel, real-time driver emotion monitoring system “in the wild”
based on face detection and racial expression analysis. A camera is placed inside the …

[PDF][PDF] Real time eye blinking detection and tracking using opencv

D Pimplaskar, MS Nagmode, A Borkar - technology, 2015 - academia.edu
Robust and accurate algorithm in real time eye tracking system has been a fundamental and
challenging problem for computer vision. This paper proposed a new method to estimate …

TPS: A task placement strategy for big data workflows

M Ebrahimi, A Mohan, S Lu… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Workflow makespan is the total execution time for running a workflow in the Cloud. The
workflow makespan significantly depends on how the workflow tasks and datasets are …

Facial gesture recognition based real time gaming for physically impairment

A Agarwal, A Das - International Symposium on Artificial Intelligence, 2022 - Springer
Technology has refined online gaming by introducing new engagement modes that are
being created at a rapid pace in today's society. Eye blinking and facial movement is a basic …

[PDF][PDF] Current status and future research directions in monitoring vigilance of individual or mass audience in monotonous working environment

BF Momin, PP Abhyankar - International Journal on Soft …, 2012 - researchgate.net
Working in monotonous environment often causes lack of concentration or fatigue in an
operator and many times such non-vigilance leads to accidents. Therefore early detection of …

Face detection apparatus, face detection method, and program

S Ohsuga - US Patent 9,495,579, 2016 - Google Patents
(57) ABSTRACT A face detection apparatus detecting a face from an image including the
face of a target person in a region imaged by an imaging unit, includes: a model fitting unit …

Image compensation for improving extraction of driver's facial features

JM Wang, HP Chou, SW Chen… - … Conference on Computer …, 2014 - ieeexplore.ieee.org
Extracting driver's facial feature helps to identify the vigilance level of a driver. Some
research about facial feature extraction also has been developed for controlled interface of …

Driver Drowsiness Detection and Alert System using Python and OpenCV

R YAMINI - 2021 - researchsquare.com
Driver Drowsiness is the one of the reasons for increase in accident rates. Various facial
recognition methods have been proposed to detect and alert the driver in-order to avoid …