Iterative prompt learning for unsupervised backlit image enhancement
We propose a novel unsupervised backlit image enhancement method, abbreviated as CLIP-
LIT, by exploring the potential of Contrastive Language-Image Pre-Training (CLIP) for pixel …
LIT, by exploring the potential of Contrastive Language-Image Pre-Training (CLIP) for pixel …
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement
Currently low-light conditions present a significant challenge for machine cognition. In this
paper rather than optimizing models by assuming that human and machine cognition are …
paper rather than optimizing models by assuming that human and machine cognition are …
Low-light image enhancement via clip-fourier guided wavelet diffusion
Low-light image enhancement techniques have significantly progressed, but unstable image
quality recovery and unsatisfactory visual perception are still significant challenges. To solve …
quality recovery and unsatisfactory visual perception are still significant challenges. To solve …
Deep parametric Retinex decomposition model for low-light image enhancement
X Li, W Wang, X Feng, M Li - Computer Vision and Image Understanding, 2024 - Elsevier
Images captured under low light conditions often suffer from various degradations. The
Retinex models are highly effective in enhancing low-light images. The analytical …
Retinex models are highly effective in enhancing low-light images. The analytical …
Contrast enhancement of region of interest of backlit image for surveillance systems based on multi-illumination fusion
The surveillance images under backlit conditions is a potential and challenging research
problem in image processing and computer vision. Low contrast regions of interest of backlit …
problem in image processing and computer vision. Low contrast regions of interest of backlit …
Low-Artifact and Fast Backlit Image Enhancement Method Based on Suppression of Lightness Order Error
Many image enhancement methods have been proposed to improve the visibility of backlit
images. Although these methods can effectively improve the visibility of the subject and …
images. Although these methods can effectively improve the visibility of the subject and …