Chihao Ma

2 accepted papers

2024

Efficient Fusion of Depth Information for Defocus Deblurring

Jucai Zhai, Yang Liu, Pengcheng Zeng, Chihao Ma, Xinan Wang, Yong Zhao

ICASSP 2024accepted

Defocus deblurring is a classic problem in image restoration tasks. The formation of its defocus blur is related to depth. Recently, the use of dual-pixel sensor designed according to depth-disparity characteristics has brought great improvements to the defocus deblurring task. However, the difficul…

Cited by 0 Source ↗Scholar ↗

2023

Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild

Jucai Zhai, Pengcheng Zeng, Chihao Ma, Jie Chen, Yong Zhao

AAAI 2023technical

Recent research showed that the dual-pixel sensor has made great progress in defocus map estimation and image defocus deblurring. However, extracting real-time dual-pixel views is troublesome and complex in algorithm deployment. Moreover, the deblurred image generated by the defocus deblurring netwo…

Cited by 6 Source ↗PDF ↗Scholar ↗