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Volume 6

The Spatial Video Revolution

Mastering Point Cloud Compression for the Future of Video

The world is no longer flat; don't let your data be the bottleneck.

Strategic Objectives

• Master the technical architecture of G-PCC and V-PCC standards.

• Reduce data footprints by 90% without sacrificing visual fidelity.

• Navigate the complex trade-offs between geometry and video-based codecs.

• Future-proof your workflows for AR, VR, and autonomous systems.

The Core Challenge

Volumetric video creates massive datasets that overwhelm modern networks and storage, making immersive reality nearly impossible to scale.

01

The Dawn of Volumetric Media

02

Defining the Point Cloud

03

The Physics of Capture

04

The Geometry of Space

05

The Information Theory of 3D

06

Data Structures for Density

07

Lossy vs. Lossless Compression

08

The G-PCC Standard

09

Transforming Space into Video

10

MPEG-I and the Media Roadmap

11

High Efficiency Video Coding (HEVC)

12

Attribute Coding

13

Signal Processing in 3D

14

Motion Estimation in Volumetric Space

15

Surface Reconstruction

16

Quality Metrics for 3D

17

The Latency Challenge

18

Hardware Acceleration

19

AI-Driven Compression

20

Storage Architectures

21

The Road Ahead

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