Research on Image Processing and Computer Vision Algorithms and Applications

Image processing and computer vision are rapidly advancing technological fields that have been widely applied in medical imaging, autonomous driving, intelligent manufacturing, and other industries. With the rise of deep learning, traditional image processing methods have been gradually replaced by deep learning algorithms, achieving remarkable results in tasks such as object detection, image classification, and segmentation. This paper aims to explore the core algorithms and applications of image processing and computer vision, reviewing classical techniques and algorithms while analyzing advanced methods based on deep learning. By discussing applications across various fields, this paper not only demonstrates the current state of the technology but also highlights its challenges and developmental directions. Finally, it forecasts future research trends in image processing and computer vision, particularly the potential developments under the influence of artificial intelligence and big data.