Comparative analysis of the Light-CNN and FaceNet methods for identifying and maintaining human faces

Author:

Yea-Shuan Huang1ORCID,Alhlffee Mahmood H.B.2ORCID

Affiliation:

1. Department of Computer Science and Information Engineering, Chung-Hua University, Taiwan

2. College of Computer Science and Electrical Engineering, Chung-Hua University, Taiwan

Publisher

ACM

Reference25 articles.

1. Junho Yim , Heechul Jung , ByungIn Yoo , Changkyu Choi , Dusik Park and Junmo Kim . 2015 . Rotating your face using multi-task deep neural network . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Boston, MA, USA, 676–684. 10.1109/CVPR. 2015.7298667 Junho Yim, Heechul Jung, ByungIn Yoo, Changkyu Choi, Dusik Park and Junmo Kim. 2015. Rotating your face using multi-task deep neural network. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, USA, 676–684. 10.1109/CVPR.2015.7298667

2. Conditional Convolutional Neural Network for Modality-Aware Face Recognition

3. Xiangyu Zhu , Zhen Lei , Junjie Yan , Dong Yi and Stan Z- Li . 2015 . High-fidelity Pose and Expression Normalization for face recognition in the wild . In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Boston, USA. 787–796. DOI: 10.1109/CVPR. 2015.7298679 10.1109/CVPR.2015.7298679 Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi and Stan Z-Li. 2015. High-fidelity Pose and Expression Normalization for face recognition in the wild. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, USA. 787–796. DOI: 10.1109/CVPR.2015.7298679

4. Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis

5. Amir Ghodrati , Xu Jia , Marco Pedersoli and Tinne Tuytelaars . 2015 . Towards Automatic Image Editing: Learning to See Another You . 1–9. https://arxiv.org/abs/1511.08446 Amir Ghodrati, Xu Jia, Marco Pedersoli and Tinne Tuytelaars. 2015. Towards Automatic Image Editing: Learning to See Another You. 1–9. https://arxiv.org/abs/1511.08446

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1. The Effects of Dropout and Weight Initialization on Human Face Classification Accuracy Using Multiple-agent Generative Adversarial Network;2024 7th International Conference on Information and Computer Technologies (ICICT);2024-03-15

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