Benchmarking lightweight face architectures on specific face recognition scenarios
Sign Up to like & getrecommendations! Published in 2021 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-021-09974-2
Abstract: This paper studies the impact of lightweight face models on real applications. Lightweight architectures proposed for face recognition are analyzed and evaluated on different scenarios. In particular, we evaluate the performance of five recent lightweight… read more here.
Keywords: specific face; recognition scenarios; lightweight face; face ... See more keywords
ACWFace: efficient and lightweight face detector based on RetinaFace
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.31.1.013012
Abstract: Abstract. Lightweight face detection algorithms that typically utilize convolutional neural network to find out all faces from the entire vision range. However, compared with more accurate and heavy algorithms, the performance of existing lightweight networks… read more here.
Keywords: face; lightweight face; face detector; acwface ... See more keywords