3D Scene Modeling and Robotics Interaction (eBook)

Xin Yang, Baocai Yin, Xiaopeng Wei (Autoren)

eBook Download: PDF

2025 | 1. Auflage
XX, 356 Seiten
Springer-Verlag
9789819631773 (ISBN)

Infos

This book focuses on the intelligent perception and interaction module in intelligent robotic systems, establishes a multidisciplinary cross-fertilization knowledge system, explores the related technology frontiers and research frontiers as comprehensively as possible from the perspective of scene modeling and understanding, and develops a practical exposition of practical application tasks such as robotic navigation, obstacle avoidance, and grasping.

The main contents of this book include 3D reconstruction, scene exploration, scene understanding, robot navigation and obstacle avoidance, robot grasping and comprehensive project practice. Combining theory and practice, the book contains both basic algorithms and covers the latest technologies with detailed code or pseudo-code resources. This book can be used as a teaching reference book for information and intelligence related majors in higher education institutions, computer graphics, computer vision and intelligent robotics and other related fields, as well as a reference book for technicians engaged in related fields.

This book takes intelligent robots as the carrier, focuses on the technologies of environment perception and understanding and applying them to practical tasks such as robot navigation, obstacle avoidance and grasping. The book consists of six chapters. Chapters 1 to 3 provide a comprehensive introduction to the development and application of scene modeling and understanding technologies, including 3D reconstruction, scene exploration, and scene understanding. Chapters 4 and Chapter 5 provide a comprehensive introduction to the development and application of robot perception technologies, including visual relocalization and robot navigation, obstacle avoidance and grasping. Chapter 6 introduces comprehensive project practice with 3D scene modeling and understanding for robot tasks as an example, which facilitates readers to have a comprehensive understanding and mastery of theory and practice.

The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.

Produkt-Details

• Erscheint lt. Verlag: 16.4.2025
• Zusatzinfo: XX, 356 p. 189 illus., 96 illus. in color.
• Sprache: englisch
• Original-Titel: 场景建模与机器人感知
• Themenwelt: Mathematik / Informatik ► Informatik ► Grafik / Design
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Maschinenbau
• Schlagworte: 3D Reconstruction • Camera Relocalization • depth estimation • object reconstruction • Path Planning • Perception and Interaction • Point Cloud Completion • pose estimation • Robot Grasping • Robot Navigation • Robot Obstacle Avoidance • Robot Sensing • Scene Completion • Scene Exploration • scene graph • Scene Modeling • Scene Reconstruction • Scene Understanding • Visual Relocalization • Visual Semantic Navigation
• ISBN-13: 9789819631773 / 9789819631773