Browsing by Author "Adam K."
Now showing items 1-3 of 3
-
Binarization of Degraded Document Images Using Convolutional Neural Networks and Wavelet-Based Multichannel Images
Akbari Y.; Al-Maadeed, Somaya; Adam K. ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Convolutional neural networks (CNNs) have previously been broadly utilized to binarize document images. These methods have problems when faced with degraded historical documents. This paper proposes the utilization of CNNs ... -
KERTAS: dataset for automatic dating of ancient Arabic manuscripts
AdamK.; BaigA.; Al-MaadeedS.; BouridaneA.; El-MenshawyS. ( Springer Verlag , 2018 , Article)The age of a historical manuscript can be an invaluable source of information for paleographers and historians. The process of automatic manuscript age detection has inherent complexities, which are compounded by the lack ... -
Letter-based classification of Arabic scripts style in ancient Arabic manuscripts
Adam K.; Al-Maadeed, Somaya; Bouridane A. ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Classifying ancient Arabic manuscripts based on handwriting styles is one of the important roles in the field of paleography. Recognizing the style of handwriting in Arabic manuscripts helps in identifying the origin and ...