Face Detection

44 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 )

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Latest papers with code

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

510
09 Nov 2019

Real-world attack on MTCNN face detection system

14 Oct 2019edosedgar/mtcnnattack

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

FACE DETECTION

36
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

204
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

5
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

41
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

150
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

807
24 Apr 2019

Detector-in-Detector: Multi-Level Analysis for Human-Parts

19 Feb 2019svjack/Detector-in-Detector

In particular, we adopt a region-based object detection structure with two carefully designed detectors to separately pay attention to the human body and body parts in a coarse-to-fine manner, which we call Detector-in-Detector network (DID-Net).

FACE DETECTION OBJECT DETECTION

1
19 Feb 2019

Robust Face Detection via Learning Small Faces on Hard Images

28 Nov 2018bairdzhang/smallhardface

In this paper, we propose that the robustness of a face detector against hard faces can be improved by learning small faces on hard images.

FACE DETECTION

127
28 Nov 2018