Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements

Renjie Li, Guan Huang, Xinyi Wang, Yanyu Chen, Son N. Tran, Saurabh Kumar Garg, Rebecca J. St George, Katherine Lawler, Jane E. Alty, Quan Bai

Abstract: Highlights•A new network achieved state-of-the-art performance in hand motion de-blur task.•An investigation to assess the current methods in addressing hand motion blur issue.•A new 3-dimension feature discriminator is designed to improve network performance.