Existing techniques for hand-written digit recognition (HDR) rely heavily on the hand-coded
key points and requires prior knowledge. Training an efficient HDR network with these …

Handwritten digit recognition (HDR) shows a significant application in the area of
information processing. However, correct recognition of such characters from images is a …

Skew correction has been studied a lot recently. However, the content of skew correction in
these studies is considered less for Arabic scripts compared to other languages. Different …

Document skew detection and correction is mainly one of base preprocessing steps in the
document analysis. Correction of the skewed scanned images is critical because it has a …

Geometry features especially triangle has been widely used in face, fingerprint, vehicle
detection and digit recognition. Features from the triangle are used to generate useful …

Offline digit handwritten recognition is one of the frequent studies that is being explored
nowadays. Most of the digit characters have their own handwriting nature. Recognizing their …

Deep Learning is the newest and the current trend of the machine learning field that paid a
lot of the researchers' attention in the recent few years. As a proven powerful machine …

Abstract Monitoring mushaf Al-Quran is essential to maintain the sanctity of the Al-Quran.
Therefore, any re-publication manuscripts of the Koran requires the approval from the Board …

Geometric object especially triangle geometry has been widely used in digit recognition
area. The triangle geometry properties have been implemented as the triangle features …

Recently, the triangle features have been applied in digit recognition by adopting the angle
as a part of the features. Most of the studies in digit recognition area which applied these …