Real Time Drowsiness Detection System using Viola Jones Algorithm
International Journal of Computer Applications, 2014 Among the many problems faced by the country, deaths and injuries due to road traffic accidents are extremely common. Driver’s drowsiness is one of the major reasons which lead to these mishaps. In this paper, we are discussing a ‘Real Time Drowsiness Detection System’ which could determine the level of drowsiness of the driver.
Punit Lohani +2 more
openaire +1 more source
Analysis of a GPU implementation of Viola-Jones’ Algorithm for Features Selection
Journal of Computer Science and Technology, 2017 Faces and facial expressions recognition is an interesting topic for researchers in machine vision. Viola-Jones algorithm is the most spread algorithm for this task.
Germán Ezequiel Lescano +2 more
doaj
AUTOMATIC HUMAN FACE RECOGNITION USING MULTIVARIATE GAUSSIAN MODEL AND FISHER LINEAR DISCRIMINATIVE ANALYSIS [PDF]
ICTACT Journal on Image and Video Processing, 2014 Face recognition plays an important role in surveillance, biometrics and is a popular application of computer vision. In this paper, color based skin segmentation is proposed to detect faces and is matched with faces from the dataset.
Surya Kasturi +2 more
doaj
A Comparison of CNN-based Face and Head Detectors for Real-Time Video Surveillance Applications
, 2017 Detecting faces and heads appearing in video feeds are challenging tasks in real-world video surveillance applications due to variations in appearance, occlusions and complex backgrounds. Recently, several CNN architectures have been proposed to increase
Blais-Morin, Louis-Antoine +3 more
core +1 more source
A Deep Pyramid Deformable Part Model for Face Detection
, 2015 We present a face detection algorithm based on Deformable Part Models and deep pyramidal features. The proposed method called DP2MFD is able to detect faces of various sizes and poses in unconstrained conditions.
Chellappa, Rama +2 more
core +1 more source
Comparing landmarking methods for face recognition [PDF]
, 2005 Good registration (alignment to a reference) is essential for accurate face recognition. We use the locations of facial features (eyes, nose, mouth, etc) as landmarks for registration.
Bazen, A.M. +3 more
core +1 more source
Exploring Computation-Communication Tradeoffs in Camera Systems
, 2017 Cameras are the defacto sensor. The growing demand for real-time and low-power computer vision, coupled with trends towards high-efficiency heterogeneous systems, has given rise to a wide range of image processing acceleration techniques at the camera ...
Alaghi, Armin +7 more
core +1 more source
Haar Cascade Classifier and Adaboost Algorithm for Face Detection with the Viola-Jones Method
Transactions on Informatics and Data ScienceFace detection is a significant challenge in image processing and computer vision, with broad security, identity recognition, and human-computer interaction applications.
Mohammad Saichu Nidom
doaj +1 more source
Hyperbolic Detection of Ground Penetrating Radar for Buried Pipes Utilities Using Viola Jones [PDF]
Iranian Journal of Electrical and Electronic EngineeringGPR (Ground Penetrating Radar) is well-known as an effective non-invasive imaging approach for shallow nature underground discovery, like finding and locating submerged objects.
Nurul Syahirah Mohd Ideris +3 more
doaj
INFORMATION TECHNOLOGY FOR RECOGNITION OF ROAD SIGNS USING A NEURAL NETWORK
Сучасний стан наукових досліджень та технологій в промисловості, 2019 The subject of the study is the methods and tools for automation of recognition of road signs at the level of software implementation. Detection of road signs is associated with the processing of a significant amount of video data in real time, which ...
Elena Yashina +3 more
doaj +1 more source