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Gupta RADIANT Better RPPG Estimation Using Signal Embeddings and Transformer WACV 2023 Paper by duttarupam697 is a document available to read on EtoBox.
The document presents RADIANT, a novel method for remote photoplethysmography (rPPG) that improves heart rate estimation using signal embeddings and Transformer architecture. It addresses limitations of existing deep learning approaches by effectively suppressing noise and preserving long temporal dependencies through a multi-head attention mechanism. Experimental results indicate that RADIANT outperforms previous methods, making it suitable for various applications, including telehealthcare during the ongo
- Author
- duttarupam697
- Language
- EN