4 papers
Exploring Spectral Characteristics for Single Image Reflection Removal
Pengbo Guo, Chengxu Liu, Guoshuai Zhao +3
Eliminating reflections caused by incident light interacting with reflective medium remains an ill-posed problem in the image restoration area. The primary challenge arises from th…
Learning Attribute-aware Representations for Few-shot Scene Text Segmentation
Yifan Tang, Chenming Li, Chengxu Liu +8
Supervised scene text segmentation has achieved notable progress in recent years. However, its development is largely constrained by the scarcity of high-quality datasets and the h…
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement
Huake Wang, Xingsong Hou, Chengcu Liu +3
Although low-light image enhancement has achieved great stride based on deep enhancement models, most of them mainly stress on enhancement performance via an elaborated black-box n…
QueryCDR: Query-Based Controllable Distortion Rectification Network for Fisheye Images
Pengbo Guo, Chengxu Liu, Xingsong Hou +1
Fisheye image rectification aims to correct distortions in images taken with fisheye cameras. Although current models show promising results on images with a similar degree of dist…