A survey of recent advances in face detection

C Zhang, Z Zhang - 2010 - microsoft.com
Face detection has been one of the most studied topics in the computer vision literature. In
this technical report, we survey the recent advances in face detection for the past decade …

The elements of end-to-end deep face recognition: A survey of recent advances

H Du, H Shi, D Zeng, XP Zhang, T Mei - ACM Computing Surveys (CSUR …, 2022 - dl.acm.org
Face recognition (FR) is one of the most popular and long-standing topics in computer
vision. With the recent development of deep learning techniques and large-scale datasets …

S3fd: Single shot scale-invariant face detector

S Zhang, X Zhu, Z Lei, H Shi… - Proceedings of the …, 2017 - openaccess.thecvf.com
This paper presents a real-time face detector, named Single Shot Scale-invariant Face
Detector (S3FD), which performs superiorly on various scales of faces with a single deep …

Face detection using deep learning: An improved faster RCNN approach

X Sun, P Wu, SCH Hoi - Neurocomputing, 2018 - Elsevier
In this paper, we present a new face detection scheme using deep learning and achieve the
state-of-the-art detection performance on the well-known FDDB face detection benchmark …

Face alignment at 3000 fps via regressing local binary features

S Ren, X Cao, Y Wei, J Sun - … of the IEEE conference on computer …, 2014 - cv-foundation.org
This paper presents a highly efficient, very accurate regression approach for face alignment.
Our approach has two novel components: a set of local binary features, and a locality …

Pyramidbox: A context-assisted single shot face detector

X Tang, DK Du, Z He, J Liu - Proceedings of the European …, 2018 - openaccess.thecvf.com
Face detection has been well studied for many years and one of remaining challenges is to
detect small, blurred and partially occluded faces in uncontrolled environment. This paper …

WLD: A robust local image descriptor

J Chen, S Shan, C He, G Zhao… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
Inspired by Weber's Law, this paper proposes a simple, yet very powerful and robust local
descriptor, called the Weber Local Descriptor (WLD). It is based on the fact that human …

A survey on face detection in the wild: past, present and future

S Zafeiriou, C Zhang, Z Zhang - Computer Vision and Image …, 2015 - Elsevier
Face detection is one of the most studied topics in computer vision literature, not only
because of the challenging nature of face as an object, but also due to the countless …

Faceboxes: A CPU real-time face detector with high accuracy

S Zhang, X Zhu, Z Lei, H Shi, X Wang… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Although tremendous strides have been made in face detection, one of the remaining open
challenges is to achieve real-time speed on the CPU as well as maintain high performance …

Aggregate channel features for multi-view face detection

B Yang, J Yan, Z Lei, SZ Li - IEEE international joint conference …, 2014 - ieeexplore.ieee.org
Face detection has drawn much attention in recent decades since the seminal work by Viola
and Jones. While many subsequences have improved the work with more powerful learning …