Abstract: This study investigates the impact of image downsizing on parking sign detection and OCR-based text extraction performance, addressing practical constraints of real-time mobile applications.
Abstract: Text detection and recognition in natural scene imagery pose formidable challenges due to variations in orientation, distortions, intricate backgrounds, and inconsistent illumination.