Face Detection

37 papers with code · Computer Vision

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

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Latest papers with code

BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs

11 Jul 2019dl-maxwang/blazeface-tensorflow

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

FACE DETECTION

5
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

104
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

305
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

126
28 Nov 2018

DSFD: Dual Shot Face Detector

CVPR 2019 TencentYoutuResearch/FaceDetection-DSFD

In this paper, we propose a novel face detection network with three novel contributions that address three key aspects of face detection, including better feature learning, progressive loss design and anchor assign based data augmentation, respectively.

DATA AUGMENTATION FACE DETECTION

1,719
24 Oct 2018

Real Time System for Facial Analysis

14 Sep 2018mahehu/TUT-live-age-estimator

In this paper we describe the anatomy of a real-time facial analysis system.

FACE DETECTION

48
14 Sep 2018

Selective Refinement Network for High Performance Face Detection

7 Sep 2018ChiCheng123/SRN

In particular, the SRN consists of two modules: the Selective Two-step Classification (STC) module and the Selective Two-step Regression (STR) module.

FACE DETECTION

174
07 Sep 2018

SFace: An Efficient Network for Face Detection in Large Scale Variations

18 Apr 2018wjfwzzc/4K-Face

A new dataset called 4K-Face is also introduced to evaluate the performance of face detection with extreme large scale variations.

FACE DETECTION FACE RECOGNITION

3
18 Apr 2018