1. Introduction

2. Data

3. Methods
3.1. The Richardson-Lucy deconvolution
3.2. The Skewed Log-Normal
3.3. The Gamma expansion

4. Application of the methods on a synthetic galaxy distribution

5. Performances in realistic conditions

6. VIPERS PDR-1 data

7. Summary