Book
Deep Learning for 3d Vision : Algorithms and Applications
ISBN : 9789811286483
Author : Xiaoli Li
Publisher : World Scientific
Year : 2024
Language : English
Type : Book
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.
RECOMMENDED BOOKS
Human-Centered AI
Catherine Régis
Innovations in Computational Logistics and Supply Chain Analytics
Ibraheem Alharbi
Sustainable Agricultural Marketing and Agribusiness Development: An African PerspectiveSustainable Agricultural Marketing and Agribusiness Development: An African Perspective
Brighton Nyagadza
Elementary Quantum Mechanics With Problems And Solutions
Stephen Wiggins
Information Security Governance using Artificial Intelligence of Things in Smart Environments
Mariyam Ouaissa
Leisure and Work in China
Huimei Liu
Development Discourse and Global History : From Colonialism to the Sustainable Development Goals
Aram Ziai
Introducing Phonetics and Phonology
S.J. Hannahs