University of Bahrain
Scientific Journals

Enhance Photo Document for software Integration

Show simple item record Nizar Raouf, Nisreen A. Taha Aldabbagh, Mohammad 2024-05-09T16:15:03Z 2024-05-09T16:15:03Z 2024-05-09
dc.identifier.issn 2210-142X
dc.description.abstract Data integration is a critical component of Software Engineering (SWE) since it guarantees that various software systems, applications, and datasets work together seamlessly. This connection allows for the aggregation of data from different sources, improving data consistency and precision. This paper presents a comprehensive methodology for auto-enhancing document images of University of Mosul data centers and their quality assessment through data integration with a cloud platform. Our approach has two stages: integration and cloud platform. The university's data center is seamlessly connected to a cloud platform using a FastAPI during integration, allowing efficient data exchange while maintaining data protection. The cloud platform stage receives picture document representations and enhances them with tools and algorithms developed for image enhancement. The approaches employed in this study encompass image scaling, similarity evaluation utilising the Histogram of Oriented Gradients (HOG) algorithm, image warping employing the FLANN (Fast Library for Approximate Nearest Neighbours) algorithm, and image quality enhancement by the application of a Laplacian sharpening filter. Furthermore, the study includes many evaluations of feature extraction techniques, document enhancement algorithms, image similarity algorithms, and their practical implementation outcomes in cloud systems.. The proposed integrated cloud-based document enhancement has shown exceptional efficiency in data sharing and precise analysis and enhancement of picture documents within the university's data center. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.subject Cloud Data Integration, Document Enhancement, Software Engineering Integration. en_US
dc.title Enhance Photo Document for software Integration en_US
dc.volume 16 en_US
dc.issue 1 en_US
dc.pagestart 1 en_US
dc.pageend 12 en_US
dc.contributor.authorcountry Iraq en_US
dc.contributor.authorcountry Iraq en_US
dc.contributor.authoraffiliation College of Computer Science and Mathematics,University of Mosul en_US
dc.contributor.authoraffiliation College of Computer Science and Mathematics,University of Mosul en_US
dc.source.title International Journal of Computing and Digital Systems en_US
dc.abbreviatedsourcetitle IJCDS en_US

Files in this item

This item appears in the following Issue(s)

Show simple item record

All Journals

Advanced Search


Administrator Account