Computational Intelligence and Image Processing in Agriculture
暫譯: 農業中的計算智慧與影像處理

Pandey, Jay Kumar

Computational Intelligence and Image Processing in Agriculture
  • 出版商: Wiley
  • 出版日期: 2025-12-01
  • 售價: $6,020
  • 貴賓價: 9.5 折 $5,719
  • 語言: 英文
  • 頁數: 320
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1394320876
  • ISBN-13: 9781394320875
  • 相關分類: 影像辨識 Image-recognition

    • 海外代購書籍(需單獨結帳)

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商品描述

Revolutionizing Agricultural Quality Control with AI, Image Processing, and Computational Intelligence Techniques

As the global demand for high-quality, sustainable agricultural products increases, advanced technology becomes critical in meeting these challenges. Computational Intelligence and Image Processing in Quality Evaluation of Agricultural Products explores how innovative technologies are transforming agricultural quality evaluation. Combining foundational concepts with practical applications, this comprehensive text delves into innovative techniques to improve accuracy, efficiency, and sustainability in quality control.

Addressing key challenges faced by researchers, practitioners, and industry professionals, contributions from leading experts in AI, agriculture, and computational intelligence provide a deep understanding of technologies such as deep learning, computer vision, and AI-driven robotics. Real-world examples, step-by-step tutorials, and code snippets make the concepts accessible and actionable, while coverage of emerging trends and future directions highlights the evolving landscape of agricultural technology. Offering interdisciplinary insights and practical tools to modernize evaluation techniques, reduce waste, enhance food safety, and meet the growing demands of sustainable farming practices, this book:

  • Addresses challenges and solutions for real-time monitoring systems in agriculture
  • Highlights cutting-edge applications such as AI-driven robotics and LiDAR in farming
  • Emphasizes sustainability and environmental impact through technological innovation
  • Offers detailed coverage of image analysis algorithms for quality control
  • Discusses ethical and environmental implications of technology in agriculture

This book is ideal for advanced undergraduate and graduate courses in agricultural engineering, computer science, and AI applications. It is also an essential reference for professionals including agricultural scientists, AI practitioners, and quality control experts.

商品描述(中文翻譯)

**利用人工智慧、影像處理及計算智慧技術徹底改變農業品質控制**

隨著全球對高品質、可持續農產品的需求增加，先進技術在應對這些挑戰中變得至關重要。《計算智慧與影像處理在農產品品質評估中的應用》探討了創新技術如何改變農業品質評估。這本全面的著作結合了基礎概念與實際應用，深入探討了提高品質控制準確性、效率和可持續性的創新技術。

本書針對研究人員、實務工作者及業界專業人士所面臨的關鍵挑戰，邀請了人工智慧、農業及計算智慧領域的頂尖專家提供深入的理解，涵蓋深度學習、計算機視覺及人工智慧驅動的機器人等技術。真實案例、逐步教學及程式碼片段使得這些概念易於理解和實踐，同時對新興趨勢和未來方向的探討突顯了農業技術的演變。

本書提供跨學科的見解和實用工具，以現代化評估技術、減少浪費、增強食品安全，並滿足可持續農業實踐日益增長的需求，內容包括：

- 解決農業中實時監控系統的挑戰和解決方案
- 突出人工智慧驅動的機器人和激光雷達（LiDAR）在農業中的前沿應用
- 通過技術創新強調可持續性和環境影響
- 提供品質控制影像分析演算法的詳細介紹
- 討論技術在農業中的倫理和環境影響

本書非常適合農業工程、計算機科學及人工智慧應用的高年級本科生和研究生課程，也是農業科學家、人工智慧實務者及品質控制專家的重要參考資料。

作者簡介

Jay Kumar Pandey is an Assistant Professor at Shri Ramswaroop Memorial University, India, and specializes in AI, machine learning, image processing, biomedical engineering, and renewable energy. Holding a Ph.D. and M.Tech. in Power Control, and an MBA in Finance & Marketing, he focuses on real-time imaging, surveillance, emotion recognition, driving AI solutions for healthcare, agriculture, disaster prediction, renewable energy, and advanced surveillance systems.

Mritunjay Rai is an Assistant Professor at Shri Ramswaroop Memorial University, India. He specializes in digital image processing, machine learning, and thermal imaging. His research, including a Ph.D. from IIT (ISM) Dhanbad, focuses on real-time thermal imaging, surveillance, and emotion recognition. With numerous publications and editorial contributions, he advances AI-driven solutions for healthcare, disaster prediction, and next-generation surveillance systems.

Tanmay Sarkar is currently working as a Lecturer in the Department of Food Processing Technology, Government of West Bengal. He is the top 2% global most cited researcher, by Stanford University, USA and Elsevier. His research areas include AI, and food bioactive.

作者簡介(中文翻譯)

Jay Kumar Pandey 是印度 Shri Ramswaroop Memorial University 的助理教授，專長於人工智慧 (AI)、機器學習、影像處理、生物醫學工程及可再生能源。他擁有電力控制的博士學位及碩士學位 (M.Tech.)，以及財務與行銷的工商管理碩士 (MBA)。他的研究重點包括即時影像、監控、情感識別，並推動針對醫療保健、農業、災害預測、可再生能源及先進監控系統的 AI 解決方案。

Mritunjay Rai 是印度 Shri Ramswaroop Memorial University 的助理教授。他專長於數位影像處理、機器學習及熱成像。他的研究包括來自印度理工學院 (IIT) Dhanbad 的博士學位，專注於即時熱成像、監控及情感識別。擁有多篇出版物及編輯貢獻，他推進了針對醫療保健、災害預測及下一代監控系統的 AI 驅動解決方案。

Tanmay Sarkar 目前在西孟加拉邦政府的食品加工技術系擔任講師。他被美國史丹佛大學及 Elsevier 評選為全球前 2% 被引用最多的研究者。他的研究領域包括人工智慧 (AI) 及食品生物活性物質。

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