基于自然启发的优化技术在图像处理应用中的运用

English | PDF,EPUB | 2018 (2019 Edition) | 305 Pages | ISBN : 3319960016 | 19.65 MB

This book provides a platform for exploring nature-inspired optimization techniques in the context of imaging applications. Optimization has become part and parcel of all computational vision applications, and since the amount of data used in these applications is vast, the need for optimization techniques has increased exponentially. These accuracy and complexity are a major area of concern when it comes to practical applications. However, these optimization techniques have not yet been fully explored in the context of imaging applications. By presenting interdisciplinary concepts, ranging from optimization to image processing, the book appeals to a broad readership, while also encouraging budding engineers to pursue and employ innovative nature-inspired techniques for image processing applications.

这本书为在成像应用背景下探索基于自然的优化技术提供了平台。优化已成为所有计算视觉应用中的标配，而这些应用的数据量庞大，因此对优化技术的需求呈指数级增长。在实际应用中，准确性和复杂性是人们关注的一大重点领域。然而，在成像应用背景下，这些优化技术尚未得到充分探索。通过介绍涵盖从优化到图像处理的跨学科概念，本书吸引了广泛的读者群体，并且鼓励初出茅庐的工程师们去追求并运用创新的基于自然的方法来解决图像处理的应用问题。

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