PCFNet: Deep neural network with predefined convolutional filters
Convolutional neural network (CNN) is a common framework that has been widely applied
in many computer vision tasks. However, dealing with many real-world problems, especially …
in many computer vision tasks. However, dealing with many real-world problems, especially …
Daubechives wavelet based face recognition using modified lbp
S Dalali, L Suresh - Procedia Computer Science, 2016 - Elsevier
With vast and fast development of information technology in our daily life plays an important
role Storing significant information is a big challenge for researchers Face recognition is one …
role Storing significant information is a big challenge for researchers Face recognition is one …
[PDF][PDF] Gabor filter and Gershgorin disk-based convolutional filter constraining for image classification
In a standard convolutional neural network the different layers are trained using the back
propagation algorithm. Following training, it can be observed that the first convolutional layer …
propagation algorithm. Following training, it can be observed that the first convolutional layer …
Study and analysis of different face recognition techniques based on graph
Human face recognition is very interesting as well as very challenging area of research. In
our study of different existing face recognition schemes, we have seen that it has very …
our study of different existing face recognition schemes, we have seen that it has very …
Geometric operator convolutional neural network
The Convolutional Neural Network (CNN) has been successfully applied in many fields
during recent decades; however it lacks the ability to utilize prior domain knowledge when …
during recent decades; however it lacks the ability to utilize prior domain knowledge when …
Facial image detection with multiple filters and neural network for classification
G Hemalatha, CP Sumathi - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Face detection is still a challenging factor in biometric research. Face detection technologies
has wide range of applications. Many advanced techniques have been introduced for …
has wide range of applications. Many advanced techniques have been introduced for …
[PDF][PDF] FACE RECOGNITION USING NEURAL NETWORK WITH SURF TECHNIQUE
K Sachdeva, A Kaur, M Sabharwal - researchgate.net
In the field of pattern recognition and computer vision, an intriguing and a challenging
problem that is widely studied is recognition by face biometric. Face Recognition is an …
problem that is widely studied is recognition by face biometric. Face Recognition is an …
An approach for face detection using artificial intelligence
This paper proposes a method for detecting faces in a given image by combining Gabor filter
and Neural network. The first phase uses gabor filter which generates a feature set. Face …
and Neural network. The first phase uses gabor filter which generates a feature set. Face …
[CITATION][C] Face recognition and detection using hausdorff distance, surf and svm
P Sharma, S Sharma, PG Scholar - International Journal of Engineering Science, 2016
[CITATION][C] PERFORMANCE EVALUATION OF FOUR DISTANCE CLASSIFIERS IN ANT COLONY OPTIMIZATION-BASED GABOR FEATURES FOR FACIAL …
TO ARO - 2018 - UNIVERSITY OF ILORIN