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Nowadays, as the most common medium of digital media, images can be seen everywhere and are very easy to obtain, making how to process and calculate images has a wide range of applications in various fields. In addition, with the rapid development of deep learning technology, the direction of computer vision is now attracting attention. This course will mainly focus on image processing and computer vision, introduce various topics in this field, and introduce traditional methods of these topics as well as cutting-edge methods based on deep learning. For example, image classification, segmentation, detection, enhancement, synthesis, etc., will also introduce image-based 3D reconstruction technology, and cutting-edge 3D signal processing technology, etc.
Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.
