An object identification unit contains an artificial neural network and is designed to identify human faces. For this purpose, a face is divided into a number of triangles. The relative component of the area of each triangle in the total of the areas of all triangles is ascertained to ...
论文链接:Hierarchical attention network with progressive feature fusion for facial Expression recognition - ScienceDirect 论文概要 在实际环境中,面部表情识别面临许多挑战,如姿态变化、遮挡和光照变化等干扰因素。注意力机制可以通过增强与表情相关的信息并抑制无关信息,来缓解这些问题。然而,大多数方法在不同网络层的...
Modified Neural Networks for Face and Eye Recognition A sequential program on morphological shared-weight neural network (MSNN) is used for face and eye detection. Hit Miss Transform is used for grey scale ima... R Lala,AK Singh - 《International Journal of Scientific Research Engineering & Tec...
A more complex type of neural network, recurrent neural networks take the output of a processing node and transmit the information back into the network. This results in theoretical "learning" and improvement of the network. Each node stores historical processes, and these historical processes are ...
Neural network, a computer program that operates in a manner inspired by the natural neural network in the brain. The objective of such artificial neural networks is to perform such cognitive functions as problem solving and machine learning. The theoret
Facial Expression Recognition for E-learning Systems using Gabor Wavelet & Neural Network Wong, "Facial Expression Recognition for E-learning Systems using GF &Neural Network," Proceedings of the Sixth International Conference on Advanced Learning ... MP Loh,YP Wong,CO Wong - IEEE Computer Society...
Face recognition using CNN and siamese network Facial recognition is no longer a cutting-edge technology; it is now a part of everyday life. It has been used for various security and profiling applicati... C Kumar,N Saranya,M Priyadharshini,... - 《Measurement Sensors》 被引量: 0发表:...
A Novel Facial Expression Intelligent Recognition Method Using Improved Convolutional Neural NetworkHuman facial expression is the core carrier of feedback. Facial expression recognition(FER) has been introduced into mickle fields, such as ... M Shi,L Xu,X Chen - 《IEEE Access》 被引量: 0发表:...
We develop a technique using deep neural network for human facial expression recognition. Images of human faces are preprocessed with photometric normalization and histogram manipulation to remove illumination variance. Facial features are then extracted by convolving each preprocessed image with 40 Gabor ...
Convolutional neural network (CNN) CNN is the most popular model for image processing, object detection, facial recognition, picture classification, and more. It has convolutional layers that learn clues, find other features from input data, and put everything together to recognize the image. ...