The author presents OpticalDR, a novel privacy-preserving approach for depression recognition, utilizing an optimized lens to protect identity while retaining crucial features.
OpticalDR introduces a novel imaging system that erases identity information from facial images while retaining essential disease-related features for accurate depression recognition, ensuring privacy protection.