Results 201 to 210 of about 1,017,392 (243)

Literature Study of Face Recognition using The Viola-Jones Algorithm

Autonomous Infrastructure, Management and Security, 2021
The face is the front part of a human expression comprising the eyes, nose, lips, cheeks, forehead, and chin. These characters are uniquely placed according to a human's pattern of face.
M. F. Hirzi, S. Efendi, R. W. Sembiring
semanticscholar   +1 more source

Face Detection with Viola Jones Algorithm

2020 7th International Conference on Information Science and Control Engineering (ICISCE), 2020
This article aims to present a face detection system for one or more people moving through a video. To achieve this, we use Viola Jones algorithm and a diagram of a face detection algorithm using Boosting algorithm was prepared. Learning the Boosting algorithm is necessary to build a strong classifier from a set of weak classifiers.
Zoubaydat Dahirou, Mao Zheng, Mao Yuxin
openaire   +1 more source

Viola-Jones Algorithm for Face Detection using Wider Face Dataset

2022 10th International Conference on Cyber and IT Service Management (CITSM), 2022
Face detection has been one of the most explored problems in computer vision for several years. Using the WIDER FACES data set, this study investigates how the Viola-Jones method can be used to identify faces in 179 photos and how it performs compared to
Sumanto, B. Wijonarko, Muhammad Qommarudin, Aji Sudibyo, Pudji Widodo, Afit Muhammad Lukman   +5 more
semanticscholar   +1 more source

Theoretical Analysis of Viola-Jones Algorithm Based Image and Live-Feed Facial Recognition

2022 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), 2022
Facial Recognition in this day becomes more necessary than ever, owing to the boom of digital media and automation, and the need for online security. This paper aims to analyse a system that can recognise faces in a real-time feed using the Viola-Jones ...
Mamta B. Savadatti, A. B. Gurulakshmi, Neetha K Nataraj, R. Anusha, Yoshitha S, Shivani Yadav   +5 more
semanticscholar   +1 more source

The Viola-Jones Face Detection Algorithm Analysis: A Survey

Journal of cybersecurity and information management, 2021
In this paper, we analysis the Viola-Jones algorithm, the most real-time face detection system has been used. It is consisting from three main concepts to enable a robust detection: the integral image for Haar feature computation, Adaboost for selecting ...
Ahmed A. Elngar, Mohamed Arafa, A. Naeem, Ahmed Essa, Zahra Ahmed shaaban   +4 more
semanticscholar   +1 more source

Trends and Impact of the Viola-Jones Algorithm: A Bibliometric Analysis of Face Detection Research (2001-2024)

Scientific Journal of Engineering Research
The Viola-Jones algorithm remains a cornerstone in computer vision, particularly for object and face detection. This bibliometric study provides a comprehensive analysis of the algorithm’s academic impact and research trends, encompassing publication ...
Setiawan Ardi Wijaya, Tri Stiyo Famuji, Muhammad Amirul Mu’min, Yana Safitri, Novi Tristanti, Abdennasser Dahmani, Zied Driss, Abdel-Nasser Sharkawy, Raheem Al-Sabur   +8 more
semanticscholar   +1 more source

About Viola-Jones image classifier structure in the problem of stamp detection in document images

International Conference on Machine Vision, 2021
In this paper we explore a set of modifications of the cascade structure of the Viola-Jones detector on the example of solving stamp detection problem. The experiments on the public “SPODS” dataset for various document attributes extraction problems with
D. Matalov, S. Usilin, V. Arlazarov
semanticscholar   +1 more source

A comparitive study of MTCNN, Viola-Jones, SSD and YOLO face detection algorithms

2024 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE)
A crucial part of computer vision, face detection has many uses, such as security systems and facial recognition. The four well-known face detection algorithms Viola-Jones, MTCNN, SSD, and YOLO are compared in this abstract with an emphasis on how well ...
Sumit Tariyal, Rahul Chauhan, Yogesh Bijalwan, Ruchira Rawat, Rupesh Gupta   +4 more
semanticscholar   +1 more source

A Viola-Jones based hybrid face detection framework

SPIE Proceedings, 2014
Improvements in face detection performance would benefit many applications. The OpenCV library implements a standard solution, the Viola-Jones detector, with a statistically boosted rejection cascade of binary classifiers. Empirical evidence has shown that Viola-Jones underdetects in some instances.
Thomas M. Murphy, Randy Broussard, Robert Schultz, Ryan Rakvic, Hau Ngo   +4 more
openaire   +1 more source

Fast Object Detection Algorithm using Edge-based Operation Skip Scheme with Viola-Jones Method

International Conference on Artificial Intelligence Circuits and Systems
Machine learning approaches are preferred over deep learning in embedded systems due to their resource efficiency. The widely adopted Viola-Jones method and related algorithms are selected for their high detection accuracy and reasonable processing speed.
Cheol-Ho Choi, Joonhwan Han, J. Cha, Jungho Shin, Hyun Woo Oh   +4 more
semanticscholar   +1 more source