Morphological gradient analysis and contour feature learning for locating text in natural scene images

BH Shekar, S Raveeshwara - … Conference on Computer Vision and Image …, 2021 - Springer
We use text as the primary medium for providing precise information. Text could be major
source of information for understanding of a scene imagery or video, once it is recognized …

Detecting Scene Text with Principal Component Analysis Enhanced Image Gradient Auto Encoding

S Raveeshwara, BH Shekar - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Text is rich in information. Scene text detection is still a challenging problem of machine
vision due to variations such as script, font, color, scale, lighting, angle of view and other …

Scene Text Detection with Gradient Auto Encoders

S Raveeshwara, BH Shekar - … Conference on Computer Vision and Image …, 2022 - Springer
Text serves as an excellent persistent communication medium for unambiguous and precise
information exchange. Text could help us to describe any scene. Hence, it would be ideal to …

Phase congruency and morphology based approach for text localization in videos

BH Shekar, ML Smitha - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
In this knowledge era, cognitive learning and media technologies promote high visual
orientation through videos which appears in the form of text, graphics, animations, audio or …