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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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

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

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

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

17 Aug 2017sfzhang15/FaceBoxes

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

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

PyramidBox: A Context-assisted Single Shot Face Detector

ECCV 2018 liuwei16/CSP

This paper proposes a novel context-assisted single shot face detector, named \emph{PyramidBox} to handle the hard face detection problem.

FACE DETECTION

A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection

25 Jul 2016zhaoweicai/mscnn

A unified deep neural network, denoted the multi-scale CNN (MS-CNN), is proposed for fast multi-scale object detection.

FACE DETECTION PEDESTRIAN DETECTION REAL-TIME OBJECT DETECTION

Face Detection with the Faster R-CNN

10 Jun 2016playerkk/face-py-faster-rcnn

The Faster R-CNN has recently demonstrated impressive results on various object detection benchmarks.

FACE DETECTION OBJECT DETECTION