1. Introduction  
2. Visual and Semantic Label Embedding Steps  
2.1. Visual Embedding Step  
2.2. Semantic Label Embedding Step  
3. Zero-Shot Action Recognition Approaches  
4. Benchmark Datasets  
5. Experimental Protocols and Performance Analysis  
6. Open Issues and Future Work  
7. Conclusions