This paper presents a method to classify colored textural images of skin tissues. Since medical images havehighly heterogeneity, the development of reliable skin-cancer detection process is difficult, and a mono fractaldimension is not sufficient to classify images of this nature. A multifractal-based feature vectors are suggested hereas an alternative and more effective tool. At the same time multiple color channels are used to get more descriptivefeatures.Two multifractal based set of features are suggested here. The first set measures the local roughness property, whilethe second set measure the local contrast property.A combination of all the extracted features from the three colormodels gives a highest classification accuracy with 99.4

Over the past few years, ear biometrics has attracted a lot of attention. It is a trusted biometric for the identification and recognition of humans due to its consistent shape and rich texture variation. The ear presents an attractive solution since it is visible, ear images are easily captured, and the ear structure remains relatively stable over time.  In this paper, a comprehensive review of prior research was conducted to establish the efficacy of utilizing ear features for individual identification through the employment of both manually-crafted features and deep-learning approaches. The objective of this model is to present the accuracy rate of person identification systems based on either manually-crafted features such as D

Recognizing speech emotions is an important subject in pattern recognition. This work is about studying the effect of extracting the minimum possible number of features on the speech emotion recognition (SER) system. In this paper, three experiments performed to reach the best way that gives good accuracy. The first one extracting only three features: zero crossing rate (ZCR), mean, and standard deviation (SD) from emotional speech samples, the second one extracting only the first 12 Mel frequency cepstral coefficient (MFCC) features, and the last experiment applying feature fusion between the mentioned features. In all experiments, the features are classified using five types of classification techniques, which are the Random Forest (RF),

The voice had a special place in the writting of the Andalusian poet (Ibn al-Abar ) , which aroused my attention because of the sonic capacity of the lettering inside the poetic at Ibn al-Abar poems . So Istudied the qualities of the lettering , structures and their exits . Scientists have not been able to determine the musical from the nonmusical sound , but we find the innate ability of Ibn al-Abar , which was able to determine this by using the lettering the right places and to revival the life to reflect the moments of his life , therefore came votes to express his purposes of praise and pride Etc. The poet Ibn al-Abar could exploit the lettering features in the effect of bilateral – static and moving and its ability to e

הקדמה
עיון זה מטפל ביסוד עיקרי במבנה השירי, כלומר הצורה השירית, המהווה את היסוד הבולט והחשוב ביותר
בשירה, אין שיר בעל ערך אמנותי שלא מכיל צורה שירית יפה.
העיון הזה כולל מבוא על הצורה השירית , בו הצגנו דעות של מבקרים ערביים ומערביים בולטים ביחס הנושא ,
למען הגשת צורה מפורשת להבנת מבנה הצורה השירית . סקרנו את היסודות העיקריים שנשענה עליהם
הצורה השירית ומהן: הדמיון, הדמוי, מטאפורה, סמל, סיפקנו הסבר מפורט על

Pride in the poetic Genius in Al-Shareef Al-Murtada's poetry.Pride in the poetic genius is a rich and recurring subject .The poets always compete with each other to show their skills in composing poetry.This subject illustrates the poet's creative talents and his ability to comprehend the vocabulary of the Arabic language.Pride in the poetic gift witnessed great development which was caused by the cultural progress of the Abyssian Age. Such influences are often reflected in poetry because it is an essential part of life.

السخرية والمفارقة في شعر احمد مطر

The poet Maarouf Al-Rusafi lived in an anxious era of our intellectual history at the end of the nineteenth and first half of the twentieth century, which is the stage of the launch of the Enlightenment movement in the Arab East with the great political and social changes that witnessed this stage that had an influential