# High-generalization deep sparse pattern reconstruction: feature extraction of speckles using self-attention armed convolutional neural networks

> Research article (Optics Express, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3204893929](https://www.wikidata.org/wiki/openalex:W3204893929)  
**Source**: https://4ort.xyz/entity/high-generalization-deep-sparse-pattern-reconstruction-feature-extraction-of-speckles-using-self-attention-armed-convolu