Impact Factor (2025): 6.9
DOI Prefix: 10.47001/IRJIET
Text
recognition is a crucial aspect of computer vision, playing a vital role in
various applications such as document analysis, image search, and robot
navigation. Despite significant research efforts, current methods still face
challenges and have room for improvement due to factors like different fonts,
text orientation variations, and varying image quality. Detecting text
accurately is essential for techniques like content-based image retrieval
(CBIR). In response to these challenges, this study aims to develop a flexible
method for extracting text from challenging images using basic image processing
techniques. The proposed system primarily targets processing English text and
seeks to create an Android application capable of recognizing English content
in images captured with smartphones. Leveraging tools like Mobile Device,
Android, and cropping techniques, along with expertise in Android App
Development, the goal is to develop a robust solution that can accurately
identify and display text in an editable format on the mobile screen. By
integrating these elements effectively, the proposed system aims to improve
text recognition capabilities on mobile devices and enhance user experience.
Country : India
IRJIET, Volume 8, Issue 3, March 2024 pp. 227-231