Web
Education
Robust Face Detection using Genetic Algorithm
In this study, face detection has been implemented using genetic algorithm to search for the face of a particular individual in an image. The effectiveness of the face detection algorithm has been tested both in simple and complex backgrounds for different types of face and non-face images of 320x240 resolution....
Facial Expression Detection for video sequences using ...
demonstrated that local feature extraction, support vector machines and genetic algorithms achieved the better results compared to holistic feature extraction methods in last couple of years[22,24]. Video-based facial expression recognition is made of face detection, tracking and recognition[16,10,6,17]....
Feature Extraction in Face Recognition: A Review ...
Genetic Algorithm is based on feature selection and Back propagation Neural Network (BPNN) is used for the classification of face images. Keywords: – Face recognition, PCA, LDA, Features extraction, BPNN. Through this paper my aim to explain all algorithm and compare, that all algorithms that are used for feature extraction in face recognition....
Adaboost face detector based on Joint Integral Histogram ...
Zalhan M, Khalid M, Yusof R. Feature selection using genetic algorithm for face detection. Malaysia: International Colloquium on Signal Processing and its Applications; 2007a. Zalhan M, Khalid M, Yusof R. Enhanced Feature Selections of Adaboost Training for Face Detection using Genetic Algorithm....
GENETIC ALGORITHM BASED FEATURE SELECTION LEVEL FUSION ...
A feed-forward artificial neural networks (ANNs) model is used for recognition of a person. There is a need to make the training time shorter, so the feature selection level should be performed. A genetic algorithms (GAs) approach is used for feature selection of a combined data.
UC-Merced Image Classification with CNN Feature Reduction ...
It was observed in the literature review that GA had been employed in various fields such as classification [16-19], expert target recognition system [12], feature extraction [20], feature selection [21, 22], face recognition [23], and segmentation [24].
Particle Swarm Optimization- Best Feature Selection method ...
Pattern Recognition, Security, PSO Algorithm. Keywords Discrete Cosine Transform, Discrete Wavelet Transform, Face Recognition, Feature Selection, Genetic Algorithm, Particle Swarm Optimization. . 1. INTRODUCTION In this paper, a face recognition algorithm using a PSO-based feature selection approach is presented....
Facial recognition system - Wikipedia
A facial recognition system is a technology capable of identifying or verifying a person from a digital image or a video frame from a video source. There are multiple methods in which facial recognition systems work, but in general, they work by comparing selected facial features from given image with faces within a database.It is also described as a Biometric Artificial Intelligence based ......
A Heuristic Feature Selection Approach for Text ...
Due to the era of Big Data and the rapid growth in textual data, text classification becomes one of the key techniques for handling and organizing the text data. Feature selection is the most important step in automatic text categorization. In order to choose a subset of available features by eliminating unnecessary features to the classification task, a novel text categorization algorithm ...
Improving Human Gait Recognition Using Feature Selection
Improving Human Gait Recognition Using Feature Selection 831 In particular, Genetic algorithms (GAs) offer a particularly attractive approach for this kind of problems since they are generally quite effective for rapid global search of large, non-linear and poorly understood spaces [2]. The use of feature selection, how-...
|
iSEEK provides users with a Favorites library that allows them easy access to their most-used websites from any computer. If you have an iSEEK account, the content you just selected can be added to your Favorites page to be revisited any time you want.
If you would like to join the iSEEK community, click the "Register" button below to create your free iSEEK account. The resource you have selected will be added to your new Favorites library after you sign in for the first time.
If you already have an iSEEK account, click the button below to sign in and add the resource to your Favorites library.