Learning on Geometric and Visual Data (zoom II)

Analyze & synthesize objects distributions

Analyse correlation b/w circles distribution
- - Circles: position + radius
- - Mutliple objects classes
- \(\Rightarrow\) Generalize PCF (Point correlation function)

New synthesis approach

assets/distribution_01_circle.png

assets/distribution_02.png

assets/result.png

Original

Synthesized

assets/comparison.png

Accurate Synthesis of Multi-Class Disk Distributions. EG 2019