Applications of Optimization and Machine Learning in Image Processing and IoT
暫譯: 優化與機器學習在影像處理與物聯網中的應用

Gupta, Nidhi

  • 出版商: CRC
  • 出版日期: 2023-12-01
  • 售價: $5,490
  • 貴賓價: 9.5$5,216
  • 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演算法,並隨後探討物聯網(IoT)的基本概念。書中探討了機器學習和物聯網的應用,涵蓋了優化、演算法以及在影像處理和物聯網中的機器學習主題。

《影像處理和物聯網中的優化與機器學習應用》是一本完整的參考資料,提供最新的研究成果和優化及機器學習演算法的解決方案。各章節檢視並討論機器學習、物聯網和影像處理的領域。

主要特點:
- 包含機器學習和物聯網的基本概念及其進階應用。
- 討論機器學習在物聯網和優化中的潛力與挑戰。
- 回顧計算機視覺、網路和優化領域的最新研究進展。
- 介紹最新技術,如影像處理和物聯網中的機器學習。

本書是為學術界、工程、IT專家、研究人員、業界專業人士和學生所撰寫,對於剛入門該領域的人士以及進階讀者都是極佳的參考資料。

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 是印度庫魯克舍特拉國立技術學院計算機應用系的助理教授。在此之前,她曾擔任中國科學院自動化研究所模式識別國家實驗室的博士後研究員。

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