SpA-Former: An effective and lightweight transformer for image shadow removal

X Zhang, Y Zhao, C Gu, C Lu… - 2023 International Joint …, 2023 - ieeexplore.ieee.org
In this paper, we propose an Effective and lightweight Transformer for image shadow
detection and removal named SpA-Former to recover a shadow-free image from a single …

Specular highlight removal by federated generative adversarial network with attention mechanism

Y Zheng, Y Gao - Scientific Reports, 2024 - nature.com
Specular highlight removal ensures the acquisition of high-quality images, which finds its
important applications in stereo matching, text recognition and image segmentation. In order …

Highlight Removal of Multi-View Facial Images

T Su, Y Zhou, Y Yu, S Du - Sensors, 2022 - mdpi.com
Highlight removal is a fundamental and challenging task that has been an active field for
decades. Although several methods have recently been improved for facial images, they are …

A Mutual Enhancement Framework for Specular Highlight Detection and Removal

G Huang, J Yao, P Huang, L Han - Chinese Conference on Pattern …, 2023 - Springer
Specular highlights, generated by direct light reflection from surfaces, can significantly
reduce the image quality and impair various computer vision applications. Recently, the …

A fast and effective algorithm for specular reflection image enhancement

Y **n, Y Wei, Z Huang, Z Jia, J Yang… - Multimedia Tools and …, 2023 - Springer
Aiming at the problems of image quality degradation and information loss in images affected
by reflections in real scenes, this paper proposes a fast and effective specular reflection …

Single image specular highlight removal on natural scenes

H Chen, C Hou, M Duan, X Tan, Y **, P Lv… - Pattern Recognition and …, 2021 - Springer
Previous methods of highlight removal in image processing have exclusively addressed
images taken in specific illumination environments. However, most of these methods have …

In-the-Wild Facial Highlight Removal via Generative Adversarial Networks

Z Wang, M Lu, F Xu, X Cao - … , CICAI 2021, Hangzhou, China, June 5–6 …, 2021 - Springer
Facial highlight removal techniques aim to remove the specular highlight from facial images,
which could improve image quality and facilitate tasks, eg, face recognition and …