Kanade, "Neural network-based face detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 1, pp. 23-38, Jan. 1998.S. Baluja, H. A. Rowley, and T. Kanade, "Neural network- based face detection," IEEE Trans. Pattern Anal. Machine In- tell., vol. 20, no. 1, ...
We present a neural network-based face detection system. A retinally connected neural network examines small windows of an image and decides whether each window contains a face. The system arbitrates between multiple networks to improve performance over a single network. We use a bootstrap algorith...
In this paper, we present a neural network-based face detection system. Unlike similar systems which are limited to detecting upright, frontal faces, this system detects faces at any degree of rotation in the image plane. The system employs multiple networks; the first is a "router"...
Furthermore, we found that face-selective units enable the network to perform face detection. Intriguingly, we found that units selective to various non-face objects can also arise innately in untrained neural networks, implying that face-selectivity may not be a special type of visual tuning and...
A novel approach to face detection is presented, which is based on a probabilistic neural network (PNN) specially trained for the identification of faces from skin areas within the image plane, which were previously located using fuzzy logic rules. The performance of the whole system was tested ...
https://github.com/anson0910/CNN_face_detectionhttps://github.com/mks0601/A-Convolutional-Neural-Network-Cascade-for-Face-Detectionhttps://github.com/IggyShone/fast_face_detector 本文早期使用级联CNN网络进行人脸检测代表性文献,在速度和精度上效果和以前算法相比都有所提升。 缺点:各个CNN trained sequentia...
[人脸活体检测] 论文:Learn Convolutional Neural Network for Face Anti-Spoofing 论文简介 这是最早期CNN用于活体检测的文章,在此之前都是手动提取特征,文章采用了人脸检测预处理,多尺度人脸增强,时域人脸图像增强等技术训练了一个分类网络。 文章引用量:100+ 推荐指数:✦✦✦✧✧ [1] Yang J, Lei Z,...
In this paper a face detection algorithm based on template matching and neural network verification is presented.Two types of templates: eyes in whole and face itself,are used one by one in template matching for searching face candidates.A three layer perceptron is used in the template matching ...
A neural network is trained to defend against adversarial attacks, such as by preparing an input image for classification by a neural network where the inp... A Shrivastava,CO Tuzel,S Moosavi-Dezfooli 被引量: 0发表: 2021年 Primary User Adversarial Attacks on Deep Learning-Based Spectrum Sens...
Face spoofing detection based on multi-scale color inversion dual-stream convolutional neural networkDual-stream convolution neural network... X Shu,X Li,X Zuo,... - 《Expert Systems with Application》 被引量: 0发表: 2023年 Face anti-spoofing with cross-stage relation enhancement and spoof mate...