Face Detection

47 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 )

Leaderboards

Latest papers with code

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

337
20 Mar 2020

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

19 Jan 2020Li-Chongyi/Zero-DCE

The paper presents a novel method, Zero-Reference Deep Curve Estimation (Zero-DCE), which formulates light enhancement as a task of image-specific curve estimation with a deep network.

FACE DETECTION LOW-LIGHT IMAGE ENHANCEMENT

31
19 Jan 2020

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

599
09 Nov 2019

Real-world adversarial attack on MTCNN face detection system

14 Oct 2019edosedgar/mtcnnattack

Recent studies proved that deep learning approaches achieve remarkable results on face detection task.

ADVERSARIAL ATTACK FACE DETECTION

42
14 Oct 2019

VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition

11 Oct 2019zma-c-137/VarGFaceNet

To improve the discriminative and generalization ability of lightweight network for face recognition, we propose an efficient variable group convolutional network called VarGFaceNet.

FACE DETECTION FACE IDENTIFICATION FACE RECOGNITION

229
11 Oct 2019

Bayesian Adaptive Superpixel Segmentation

ICCV 2019 uzielroy/BASS

BASS is a Bayesian nonparametric mixture model that also respects topology and favors spatial coherence.

FACE DETECTION

16
01 Oct 2019

BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs

11 Jul 2019hollance/BlazeFace-PyTorch

We present BlazeFace, a lightweight and well-performing face detector tailored for mobile GPU inference.

FACE DETECTION

89
11 Jul 2019

EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse

15 Jun 2019clovaai/EXTD_Pytorch

In this paper, we propose a new multi-scale face detector having an extremely tiny number of parameters (EXTD), less than 0. 1 million, as well as achieving comparable performance to deep heavy detectors.

FACE DETECTION

158
15 Jun 2019

LFFD: A Light and Fast Face Detector for Edge Devices

24 Apr 2019YonghaoHe/A-Light-and-Fast-Face-Detector-for-Edge-Devices

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).

#6 best model for Face Detection on FDDB

FACE DETECTION

886
24 Apr 2019