Deep Learning for 3D Point Clouds

Chapter 1. Introduction to 3D Point Clouds: Datasets and Perception.- Chapter 2. Learning Basics for 3D Point Clouds.- Chapter 3. Deep Learning-based Point Cloud Enhancement I.- Chapter 4. Deep Learning-based Point Cloud Enhancement II.- Chapter 5. Deep Learning-based Point Cloud Analysis I.- Chapter 6. Deep Learning-based Point Cloud Analysis II.- Chapter 7. Point Cloud Pre-trained Models and Large Models.- Chapter 8. Point Cloud-Language Multi-modal Learning.- Chapter 9. Open Source Projects for 3D Point Clouds.- Chapter 10. Typical Engineering Applications of 3D Point Clouds.- Chapter 11. FutureWork on Deep Learning-based Point Cloud Technologies.

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• Visão por computador
• Realidade virtual
• Gráficos de programação
• Processamento de imagens
• Teoria da codificação e criptologia
• Teoria da informação
• Engenharia electrónica

3D Point Clouds;3D Perception;Point Cloud Processing;Point Cloud Coding;Point Cloud Analysis;Point Cloud Understanding;Pre-trained Models;Large Foundation Models;Point Cloud Applications;Human Perception Modeling;Multi-modal Learning;3D Computer Vision;Immersive Media Systems