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Lanpeng Jia

2 accepted papers

2022

D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution

ECCV 2022poster

"In this paper, we present D2C-SR, a novel framework for the task of real-world image super-resolution. As an ill-posed problem, the key challenge in super-resolution related tasks is there can be multiple predictions for a given low-resolution input. Most classical deep learning based approaches ig…

2020

Content-Aware Unsupervised Deep Homography Estimation

ECCV 2020poster

Homography estimation is a basic image alignment method in many applications. It is usually done by extracting and matching sparse feature points, which are error-prone in low-light and low-texture images. On the other hand, previous deep homography approaches use either synthetic images for supervi…