An Investigation into the Impact of AI-Powered Image Enhancement on Forensic Facial Recognition
Image credit: H.FaridAbstract
Advances in machine learning and computer vision have led to significant improvements in automated facial recognition. Many real-world forensic settings however are confronted with challenging low-quality and low-resolution images that often confound even state-of-the art facial recognition. We investigate if and when advances in neural-based image enhancement and restoration can be used to restore degraded images while preserving facial identity for use in forensic facial recognition.
Type
Publication
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
