얼굴인식 문제 (Face Recognitions)
기반 기술
모델
- DeepFace (Closing the Gap to Human-Level Performance in Face Verification, CVPR 2014)
- Google FaceNet (A Unified Embedding for Face Recognition and Clustering, CVPR 2015)
- SphereFace (Deep Hypersphere Embedding for Face Recognition, CVPR 2017)
- CosFace (각도 공간에서의 대규모 마진을 통한 심층 얼굴 인식 특징 학습, CVPR 2018)
- ArcFace (Additive Angular Margin Loss for Deep Face Recognition, arXiv 2018, CVPR 2019)
- MagFace (A Universal Representation for Face Recognition and Quality Assessment, IEEE/CVF 2021)
- AdaFace (저품질 얼굴 인식을 위한 품질 적응형 마진의 원리와 의의, CVPR 2022)