This chapter introduces the basic concepts, common methods, and application examples of object recognition. The goal of object recognition is to automatically identify the objects of interest within an image through computational methods, and analyze and determine information such as their location, shape, and category. The content covered includes image feature extraction, template matching, region segmentation, and the foundational application of machine learning methods in recognition.

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高级检索

Target Recognition

  • Zhe Wang,
  • Zhengjun Liu,
  • Yutong Li

摘要

This chapter introduces the basic concepts, common methods, and application examples of object recognition. The goal of object recognition is to automatically identify the objects of interest within an image through computational methods, and analyze and determine information such as their location, shape, and category. The content covered includes image feature extraction, template matching, region segmentation, and the foundational application of machine learning methods in recognition.