{"product_id":"9789819543595","title":"Advances in Computer Vision and Pattern Recognition: From Deep Learning to Autonomous Systems","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition: From Deep Learning to Autonomous Systems\u003c\/h1\u003e \u003ch2\u003eYan, Wei Qi\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp style=\"text-align: justify;\"\u003e\u003cspan style=\"mso-fareast-font-family: NimbusRomNo9L-Regu;\"\u003eRobotic vision represents the cutting edge of modern computing, combining artificial intelligence, deep learning, and advanced robotics to enable intelligent machines. As universities worldwide pivot from conventional machine learning to robotic vision, this book serves as an essential guide for researchers, educators, and students entering this transformative field.\u003c\/span\u003e\u003cspan style=\"mso-fareast-font-family: NimbusRomNo9L-Regu;\"\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"text-align: justify;\"\u003e\u003cspan style=\"mso-fareast-font-family: NimbusRomNo9L-Regu;\"\u003eThis comprehensive resource introduces core topics such as humanoid and arm-type robots, robotic image processing, stereo vision, 3D reconstruction, scene understanding, and vision-based control. Advanced algorithms, including Kalman filters, imitation learning, inverse reinforcement learning, diffusion transformers, and multimodal approaches, are explored in depth. Practical applications are seamlessly integrated with theoretical knowledge, offering lab-based exercises and discussions to enhance hands-on learning.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"text-align: justify;\"\u003e\u003cspan style=\"mso-fareast-font-family: NimbusRomNo9L-Regu;\"\u003eReaders will gain unique insights into robotic navigation and planning, visual servoing, federated learning, and cutting-edge techniques like the “third eye algorithm” and camera retreat. Designed for accessibility, the book assumes no prerequisites beyond foundational courses in machine learning and deep learning, making it suitable for diverse audiences. \u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"text-align: justify;\"\u003e\u003cspan style=\"mso-fareast-font-family: NimbusRomNo9L-Regu;\"\u003eWith its structured learning approach and emphasis on both foundational principles and emerging innovations, this book is an indispensable tool for mastering robotic vision. Whether readers aim to advance research, develop autonomous systems, or integrate AI-driven robotics into real-world applications, this book provides the knowledge and skills to succeed.\u003c\/span\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-01-03\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9789819543595\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-95-4360-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 174\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":44541650731148,"sku":"9789819543595","price":62.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789819543595.jpg?v=1775011152","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789819543595","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}