Face Detection

53 papers with code · Computer Vision

Face detection is the task of detecting faces in a photo or video (and distinguishing them from other objects).

( Image credit: FaceBoxes )

Benchmarks

Greatest papers with code

Object Detection with Pixel Intensity Comparisons Organized in Decision Trees

20 May 2013esimov/pigo

We describe a method for visual object detection based on an ensemble of optimized decision trees organized in a cascade of rejectors.

FACE DETECTION OBJECT DETECTION

LFFD: A Light and Fast Face Detector for Edge Devices

24 Apr 2019osmr/imgclsmob

Under the new schema, the proposed method can achieve superior accuracy (WIDER FACE Val/Test -- Easy: 0. 910/0. 896, Medium: 0. 881/0. 865, Hard: 0. 780/0. 770; FDDB -- discontinuous: 0. 973, continuous: 0. 724).

FACE DETECTION

Finding Tiny Faces

CVPR 2017 peiyunh/tiny

We explore three aspects of the problem in the context of finding small faces: the role of scale invariance, image resolution, and contextual reasoning.

FACE DETECTION OBJECT RECOGNITION

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

11 Apr 2016kuaikuaikim/DFace

Face detection and alignment in unconstrained environment are challenging due to various poses, illuminations and occlusions.

FACE ALIGNMENT FACE DETECTION

Masked Face Recognition Dataset and Application

20 Mar 2020X-zhangyang/Real-World-Masked-Face-Dataset

These datasets are freely available to industry and academia, based on which various applications on masked faces can be developed.

FACE DETECTION FACE RECOGNITION

CenterFace: Joint Face Detection and Alignment Using Face as Point

9 Nov 2019Star-Clouds/CenterFace

Face detection and alignment in unconstrained environment is always deployed on edge devices which have limited memory storage and low computing power.

FACE DETECTION

FaceBoxes: A CPU Real-time Face Detector with High Accuracy

17 Aug 2017zisianw/FaceBoxes.PyTorch

The MSCL aims at enriching the receptive fields and discretizing anchors over different layers to handle faces of various scales.

FACE DETECTION

ACFD: Asymmetric Cartoon Face Detector

2 Jul 2020ShawnDing1994/ACNet

Cartoon face detection is a more challenging task than human face detection due to many difficult scenarios is involved.

FACE DETECTION

S$^3$FD: Single Shot Scale-invariant Face Detector

17 Aug 2017sfzhang15/SFD

This paper presents a real-time face detector, named Single Shot Scale-invariant Face Detector (S$^3$FD), which performs superiorly on various scales of faces with a single deep neural network, especially for small faces.

FACE DETECTION