This chapter mainly focuses on static image tasks. The input form of such tasks is three-dimensional image data (image height, image width, number of channels). Firstly it introduces each part of this process, then introduces some general techniques, and finally expands on different tasks, introducing commonly used models, loss functions, and various techniques.

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Computer Vision (Image): Theoretical Part

  • Kele Xu

摘要

This chapter mainly focuses on static image tasks. The input form of such tasks is three-dimensional image data (image height, image width, number of channels). Firstly it introduces each part of this process, then introduces some general techniques, and finally expands on different tasks, introducing commonly used models, loss functions, and various techniques.