The Handbook of Mathematical Models in Computer Vision pdf epub mobi txt 電子書 下載2025
- 計算機視覺
- Vision
- Math
- 研究
- 機器視覺
- 數學
- Image
- Handbook
- 數學模型
- 計算機視覺
- 圖像處理
- 模式識彆
- 機器學習
- 算法
- 幾何學
- 優化
- 統計學
- 人工智能
具體描述
Visual perception refers to the ability of understanding the visual information that is provided by the environment. Such a mechanism integrates several human abilities and was studied from many researchers with different scientific origins including philosophy, physiology, biology, neurobiology, mathematics and engineering. In particular in the recent years an effort to understand, formalize and finally reproduce mechanical visual perception systems able to see and understand the environment using computational theories was made from mathematicians, statisticians and engineers. Such a task connects visual tasks with optimization processes and the answer to the visual perception task corresponds to the lowest potential of a task-driven objective function. In this edited volume we present the most prominent mathematical models that are considered in computational vision. To this end, tasks of increasing complexity are considered and we present the state-of-the-art methods to cope with such tasks. The volume consists of six thematic areas that provide answers to the most dominant questions of computational vision:
Image reconstruction,
Segmentation and object extraction,
Shape modeling and registration,
Motion analysis and tracking,
3D from images, geometry and reconstruction
Applications in medical image analysis
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經典書，是一本計算機視覺方麵各種著名理論的閤集，隻看過光流法部分。
评分經典書，是一本計算機視覺方麵各種著名理論的閤集，隻看過光流法部分。
评分經典書，是一本計算機視覺方麵各種著名理論的閤集，隻看過光流法部分。
评分經典書，是一本計算機視覺方麵各種著名理論的閤集，隻看過光流法部分。
评分經典書，是一本計算機視覺方麵各種著名理論的閤集，隻看過光流法部分。
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