{"product_id":"deep-learning-for-3d-vision-algorithms-and-applications-9789811286483","title":"Deep Learning for 3D Vision: Algorithms and Applications","description":"3D deep learning is a rapidly evolving field that has the potential to transform various industries. This book provides a comprehensive overview of the current state-of-the-art in 3D deep learning, covering a wide range of research topics and applications. It collates the most recent research advances in 3D deep learning, including algorithms and applications, with a focus on efficient methods to tackle the key technical challenges in current 3D deep learning research and adoption, therefore making 3D deep learning more practical and feasible for real-world applications.This book is organized into five sections, each of which addresses different aspects of 3D deep learning. Section I: Sample Efficient 3D Deep Learning, focuses on developing efficient algorithms to build accurate 3D models with limited annotated samples. Section II: Representation Efficient 3D Deep Learning, deals with the challenge of developing efficient representations for dynamic 3D scenes and multiple 3D modalities. Section III: Robust 3D Deep Learning, presents methods for improving the robustness and reliability of deep learning models in real-world applications. Section IV: Resource Efficient 3D Deep Learning, explores ways to reduce the computation cost of 3D models and improve their efficiency in resource-limited environments. Section V: Emerging 3D Deep Learning Applications, showcases how 3D deep learning is transforming industries and enabling new applications for healthcare and manufacturing.This collection is a valuable resource for researchers and practitioners interested in exploring the potential of 3D deep learning.\u003cbr\u003e","brand":"World Scientific Publishing Company","offers":[{"title":"Default Title","offer_id":50893145932050,"sku":"9789811286483","price":156.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_74adf549-12b8-4d05-9f4b-7c8f012b99dc.jpg?v=1738223557","url":"https:\/\/surprise-castle.myshopify.com\/products\/deep-learning-for-3d-vision-algorithms-and-applications-9789811286483","provider":"Surprise Castle","version":"1.0","type":"link"}