Development of Image Processing Tools
The importance of image preprocessing techniques such as noise reduction, image enhancement, and geometric transformations in improving image quality and extracting valuable information and the role of image segmentation, object detection, and recognition algorithms in identifying and classifying objects within images are explored.
Abstract
The development of image processing tools has revolutionised various fields, including computer vision, medical imaging, remote sensing, and multimedia applications. These tools utilise algorithms and techniques to analyse and manipulate images, allowing for enhanced visual perception, feature extraction, and information extraction. This abstract highlights the recent advancements and trends in the development of image processing tools. It discusses the importance of image preprocessing techniques such as noise reduction, image enhancement, and geometric transformations in improving image quality and extracting valuable information. Additionally, it explores the role of image segmentation, object detection, and recognition algorithms in identifying and classifying objects within images. Image processing tools have emerged as powerful tools for tasks such as image classification, object detection, and image generation. This article discusses some image processing tools that help achieve the above-mentioned tasks.