ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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The International Arab Journal of Information Technology
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Statistics
Deep Learning Based Mobilenet and Multi-Head Attention Model for Facial Expression Recognition
Aicha Nouisser,Ramzi Zouari,Monji Kherallah
#Depthwise
#pointwise
#attention
#balanced
#skip connection
#transfer learning
Segmentation of Mammogram Abnormalities Using Ant System based Contour Clustering Algorithm
Sudha Subramanian,Ganesan Rasu Thevar
#Mammogram
#ant colony optimization
#segmentation
#ant clustering
Comparative Analysis of Classifier Performance on MR Brain Images
#
# CBIR
# anisotropic morphological filters
# hierarchical kaman filter and particle filter
# mahalanobis distance
# color feature extraction
# gray)level extraction
211
Rangan Kodandaram, Shashank Mallikarjun, Manikantan Krishnamuthan, and Ramachandran Sivan
# FR
# feature extraction
# discrete wavelet transform
# DCT
# feature selection
# BPSO
Sajid Khan1, Muhammad Nazir2, Naveed Riaz3 and Muhammad Khan4
# Gender classification
# feature extraction
# pattern recognition
# active shape model
# real world face im ages
Iris-Pupil Thickness BasedMethod for Determining Age Groupofa Person
Abstract:Soft biometric attributes such asgender,ethnicityand agecan be determinedfrom theirisimages.Pupil size plays
#Irisrecognition
# feature extraction
# iris aging
# iris pupil ratio
#
A Customized Particle Swarm Optimization for Classification of Multispectral Imagery Based on
, Anisha Praisy 1
#Multispectral image
# decision based feature extraction
# particle swam optimization
# global optima
# g-best
and Comparison of Different Histogram Quantizations in the DCT Domain
# Compressed domain
# feature extraction
# DCT
# statist ical texture features
# quantized histogram
for Query-by-Humming
# Query/by/Humming
# feature extraction
# majority voti ng
# multiple classifiers
# MD/DTW
# SHR
Recognition of Handwritten Characters Based on
Appliquées de Lyon, France
#Feature extraction; wavelet transform
# handwritten character recognition; support vector machine; OCR
A Novel Handwriting Grading System Using Gurmukhi Characters
shall be helpful in organizing handwriting competitions and then deciding the winners on the basis of an automated process.
#Gradation; feature extraction; peak extent based features; modified division point based features; NN
Using 3D Convolutional Neural Network in Surveillance Videos for Recognizing Human
1Department of Computer Science and Engineering, Adithya Institute of Technology, India 2Department of Information Technology, Woldia University, Ethiopia
#Security surveillance
# convolutional neural networks
# 3D convolution
# feature extraction
# image analysis and action recognition
Using Deep Learning for Automatically Determining Correct Application of Basic Quranic
Jordan University of Science and Technology, Jordan
#Articulation rules (Ahkam Al-Tajweed)
# Mel-Frequency Cepstral Coefficient (MFCC)
# Linear predictive Code (LPC)
# Wavelet Packet Decomposition (WPD)
# Hidden Markov Model based Spectral Peak Location (HMM-SPL)
# Convolutional Deep Belief Network (CDBN); k-Nearest Neighbors (KNN); Support Vector Machines (SVM); Artificial Neural Network (NN)
# Random Forest (RF)
# multiclass classifier
# bagging; t-Test
Overview of Automatic Seed Selection Methods for Biomedical Images Segmentation
Abstract: In biomedical image processing, image segmentation is a relevant research area due to its wide spread usage and
#Automatic seed selection
# biomedical image
# region growing segmentation
# region of interest
# region extraction
# edge extraction
# feature extraction
Effective Technology Based Sports Training System Using Human Pose Model
Abstract: This paper investigates the sports dynamics using human pose modeling from the video sequences. To implement
#Thinning algorithm
# human activity
# motion analysis
# feature extraction
An Optimized Model for Visual Speech Recognition Using HMM
acoustic signals. It is useful in situations in which conventional audio processing is ineffective like very noisy environments or
#Visual speech recognition
# feature extraction
# discrete cosine transform
# chain code
# hidden markov model
Tunisian Dialect Recognition Based on Hybrid
Laboratoire de Recherche ATSI, Ecole Nationale d‟Ingénieurs de Monastir, Tunisia
#Vector Quantization (VQLBG)
# Mel Frequency Cepstral Coefficients (MFCCs)
# Feed-Forward Back Propagation Neural Networks (FFBPNN)
# Speaker Dependent System
Median and Laplacian Filters in the DCT Domain
#CBIR
# median filter
# laplacian filter
# statistical texture features
# quantized histograms
# DCT
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