This is the implementation for the paper "StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models"
Paper Here: https://openreview.net/pdf?id=6h8RjNchuh
This algorithm is for:
- Generating synthetic datasets through the Heeger and Bergen texture synthesis method
- Performing statistics importance analysis through Contrastive Learning and weight/shapley feature selection