neural network-based face detection
neural network-based face detection
... Kanade
tk@cs.cmu.edu
http://www.cs.cmu.edu/˜tk
Abstract
We present a neural network-based face detection
system. A retinally connected neural network ex-
amines small windows of an image, and decides
whether each window contains a face. The sys-
tem ... prototypical “non -face images. Unlike face
recognition,in whichthe classes to be discriminated
are different faces, the two cla...
face detection and recognition using hidden markov models
... HMM
Initialized HMM
Estimated HMM
Algorithm
Forward Backward
Baum-Welch
Convergence
YES
NO
Frontal Face
Not Frontal Face
Blocks Extraction
Feature Extraction Viterbi Decision
Local Image
λ1
Computation
Probability
Probability
Computation
Probability
Computation
λ
λ
2
N
Extraction
Block
Feature
Extraction
Image
Test
Maximum
Selection
Model
Recognized
thesis-a hidden markov model based approach for face detection and recognition
...
Video
Sequence Face
Detection
Face
Pattern
Faces
Tracking
"Best Face& quot;
over time Recognition
Face
Face
Pattern
Background
Pattern
YES
NO
Adaptation
Background
recognized
new face
Training
designing and implementing a neural network library for handwriting detection, image analysis etc
... us see how the Neural Network is implemented. Any concrete neural network should implement the
INeuralNetwork interface. INeuralNetwork interface is shown below.
Public Interface INeuralNetwork
... INeuronStrategy, INeuralNetwork and INetworkFactory are interfaces
A Neuron should implement the INeuron interface
A Neural Network should implement the INeuralNetwork interface
A Neuron has...
mode detection in online handwritten documents using blstm neural
... new approach to mode
detection is proposed that uses bidirectional long-short
term memory (BLSTM) neural networks. The BLSTM
neural network is a novel type of recursive neural net-
work that ... Latin script
1
.
In this paper we also propose the use of a BLSTM
neural network for mode detection. Originally, this kind
of neural network was used for speech recognition [7].
Recently...
Tổng quan Neural networks
... Đình Chiến
Phần 3_Chương 2 : Mô hình Neural Networks
CHƯƠNG 2
MÔ HÌNH MẠNG NEURAL NETWORKS
Mô hình mạng Neural tổng quát có dạng như sau :
Ngày nay mạng Neural có thể giải quyết nhiều vấn đề ... phân loại và điều khiển, Neural
Networks đều có thể ứng dụng được. Sự thành công nhanh chóng của mạng Neural Networks
có thể là do một số nhân tố chính sau:
N
• Năng lực : Neural Netwo...