Abstract—In modern days, Image processing is now of utmost importance, especially in real-time scenarios where errors in contemporaneous image processing could have disastrous results; the research and analysis methods of real- time image processing istherefore of extraordinary importance. Real-time image processing research and analysis methodologies are consequently of the utmost significance. This article's main aim is to provide an overview of the currentstate of real-time image processing research (Applications), useful methods, and practice. Keywords— Processing images in real time, Applications of image processing, image processing techniques, and image enhancement methods.