Designing an illumination-aware network for deep image relighting

ZL Zhu, Z Li, RX Zhang, CL Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Lighting is a determining factor in photography that affects the style, expression of emotion,
and even quality of images. Creating or finding satisfying lighting conditions, in reality, is …

Latent domain knowledge distillation for nighttime semantic segmentation

Y Liu, S Wang, C Wang, M Lu, Y Sang - Engineering Applications of …, 2024 - Elsevier
Despite significant progress made in image semantic segmentation, most research has
primarily focused on daytime scenes. Semantic segmentation of nighttime images is equally …

Dual-branch teacher-student with noise-tolerant learning for domain adaptive nighttime segmentation

R Chen, Y Liu, Y Bo, M Lu - Image and Vision Computing, 2024 - Elsevier
While significant progress has been achieved in the field of image semantic segmentation,
the majority of research has been primarily concentrated on daytime scenes. Semantic …

Spatially-Varying Illumination-Aware Indoor Harmonization

Z Hu, J Li, X Wang, Q Wang - International Journal of Computer Vision, 2024 - Springer
In this paper, we address the problem of spatially-varying illumination-aware indoor
harmonization. Existing image harmonization works either focus on extracting no more than …

Meta-Learning Based Knowledge Distillation for Domain Adaptive Nighttime Segmentation

H Guan, J Liu, S Wang, Y Liu, M Lu - Chinese Conference on Pattern …, 2024 - Springer
Semantic segmentation of nighttime scenes poses a significant challenge in autonomous
driving. While unsupervised domain adaptation offers an effective solution, existing methods …

基于深度阴影特征增**的任意至任意重光照.

胡钟昀, 王庆 - Journal of Signal Processing, 2022 - search.ebscohost.com
任意至任意重光照利用隐含在引导图像中的光照重新照明源图像. 现有的任意至任意重光照方法
由于采用端到端的学**方式, 导致阴影特征与色温特征高度耦合, 进一步影响了阴影生成的准确 …