[HTML][HTML] Human face detection techniques: A comprehensive review and future research directions

MK Hasan, MS Ahsan, SHS Newaz, GM Lee - Electronics, 2021 - mdpi.com
Face detection, which is an effortless task for humans, is complex to perform on machines.
The recent veer proliferation of computational resources is paving the way for frantic …

Recent advances in visual and infrared face recognition—a review

SG Kong, J Heo, BR Abidi, J Paik, MA Abidi - Computer vision and image …, 2005 - Elsevier
Face recognition is a rapidly growing research area due to increasing demands for security
in commercial and law enforcement applications. This paper provides an up-to-date review …

[PDF][PDF] Siamese neural networks for one-shot image recognition

G Koch, R Zemel, R Salakhutdinov - ICML deep learning workshop, 2015 - cs.utoronto.ca
The process of learning good features for machine learning applications can be very
computationally expensive and may prove difficult in cases where little data is available. A …

An emotion recognition model based on facial recognition in virtual learning environment

D Yang, A Alsadoon, PWC Prasad, AK Singh… - Procedia Computer …, 2018 - Elsevier
The purpose of this study is to introduce a method based on facial recognition to identify
students' understanding of the entire distance learning process. This study proposes a …

From few to many: Illumination cone models for face recognition under variable lighting and pose

AS Georghiades, PN Belhumeur… - IEEE transactions on …, 2001 - ieeexplore.ieee.org
We present a generative appearance-based method for recognizing human faces under
variation in lighting and viewpoint. Our method exploits the fact that the set of images of an …

Neural network-based face detection

HA Rowley, S Baluja, T Kanade - IEEE Transactions on pattern …, 1998 - ieeexplore.ieee.org
We present a neural network-based upright frontal face detection system. A retinally
connected neural network examines small windows of an image and decides whether each …

Detecting faces in images: A survey

MH Yang, DJ Kriegman, N Ahuja - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
Images containing faces are essential to intelligent vision-based human-computer
interaction, and research efforts in face processing include face recognition, face tracking …

Face detection in color images

RL Hsu, M Abdel-Mottaleb… - IEEE transactions on …, 2002 - ieeexplore.ieee.org
Human face detection plays an important role in applications such as video surveillance,
human computer interface, face recognition, and face image database management. We …

A trainable system for object detection

C Papageorgiou, T Poggio - International journal of computer vision, 2000 - Springer
This paper presents a general, trainable system for object detection in unconstrained,
cluttered scenes. The system derives much of its power from a representation that describes …

Face detection: A survey

E Hjelmås, BK Low - Computer vision and image understanding, 2001 - Elsevier
In this paper we present a comprehensive and critical survey of face detection algorithms.
Face detection is a necessary first-step in face recognition systems, with the purpose of …