학술논문

A database for degraded Arabic historical manuscripts
Document Type
Conference
Source
2017 6th International Conference on Electrical Engineering and Informatics (ICEEI) Electrical Engineering and Informatics (ICEEI), 2017 6th International Conference on. :1-6 Nov, 2017
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Computing and Processing
Fields, Waves and Electromagnetics
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Degradation
Databases
Ink
Character recognition
Image restoration
Arabic
degradation
database
historical manuscripts
Language
ISSN
2155-6830
Abstract
Data base is important as it help conducting research more effectively. This paper proposes a database for degraded Arabic historical manuscripts dating to the Islamic and ancient Arabic eras. The documents in the database exhibit different types of degradation such as smears, uneven illumination, contrast variation, blur, deteriorated paper, bleed-through, faded ink or faint characters, and thin or weak text. There are three documents for each type of degradation, and there is a ground truth image of each document for use in later performance measurements and verification. This database aims to facilitate a range of image processing experiments on Arabic degraded documents