Applications of Optimization and Machine Learning in Image Processing and IoT

Gupta, Nidhi

  • 出版商: CRC
  • 出版日期: 2023-12-01
  • 售價: $6,680
  • 貴賓價: 9.5$6,346
  • 語言: 英文
  • 頁數: 220
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032429097
  • ISBN-13: 9781032429090
  • 相關分類: Machine Learning物聯網 IoT
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents state-of-the-art optimization algorithms followed by Internet of Things (IoT) fundamentals. The applications of machine learning and IoT are explored, with topics including optimization, algorithms and machine learning in image processing and IoT.

Applications of Optimization and Machine Learning in Image Processing and IoT is a complete reference source, providing the latest research findings and solutions for optimization and machine learning algorithms. The chapters examine and discuss the fields of machine learning, IoT and image processing.

KEY FEATURES:

- Includes fundamental concepts towards advanced applications in machine learning and IoT.

- Discusses potential and challenges of machine learning for IoT and optimization

- Reviews recent advancements in diverse researches on computer vision, networking and optimization field.

- Presents latest technologies such as machine learning in image processing and IoT

This book has been written for readers in academia, engineering, IT specialists, researchers, industrial professionals and students, and is a great reference for those just starting out in the field as well as those at an advanced level.

商品描述(中文翻譯)

本書介紹了最先進的優化算法,並探討了物聯網(IoT)的基礎知識。書中探討了機器學習和物聯網的應用,包括優化、算法和圖像處理以及物聯網中的機器學習等主題。

《圖像處理和物聯網中的優化和機器學習應用》是一本完整的參考資料,提供了最新的優化和機器學習算法的研究發現和解決方案。各章節討論並探討了機器學習、物聯網和圖像處理領域。

主要特點:
- 包括機器學習和物聯網中的基礎概念以及高級應用。
- 討論了機器學習在物聯網和優化中的潛力和挑戰。
- 回顧了計算機視覺、網絡和優化領域的最新研究進展。
- 提出了圖像處理和物聯網中的最新技術,如機器學習。

本書針對學術界、工程界、IT專業人士、研究人員、工業專業人士和學生撰寫,對於初學者和高級水平的讀者都是一個很好的參考資料。

作者簡介

Nidhi Gupta is an Assistant Professor in the Department of Computer Applications at the National Institute of Technology, Kurukshetra, India. Before this appointment she was a Post-Doctoral Researcher at the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China.

作者簡介(中文翻譯)

Nidhi Gupta 是印度國家科技研究所 (National Institute of Technology) 計算機應用系的助理教授。在此任職之前,她曾在中國科學院自動化研究所國家模式識別實驗室擔任博士後研究員,位於中國北京。