Computational Intelligence and Image Processing in Agriculture: Applications and Innovations
Informatique et Internet , Sciences et technologies
Audio avec voix de synthèse, Braille automatisé
Résumé
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 Agriculture 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.