Pose Calibrated Feature Aggregation for Face Set Recognition

• Published in: Proceedings - International Conference on Image Processing pp. 161 - 165
• Main Authors: Hasani, Ibrahim, Arif, Omar
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.10.2022
• Subjects: Adaptation models; Face recognition; feature aggregation; Image quality; Image recognition; Metadata; open-set prediction; Prediction algorithms; Predictive models; unconstrained video recognition
• ISSN: 2381-8549
• DOI: 10.1109/ICIP46576.2022.9897771

This paper presents Pose Calibrated Feature Aggregation Network (PCFAN), an architecture for set/video face recognition. Using stacked attention blocks and a multi-stream architecture, it automatically assigns adaptive weights to every instance in the set, based on both the recognition embeddings an...