Highlight removal from single image
WebSep 2, 2024 · 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 … WebApr 3, 2016 · A method of removing reflected highlight is proposed on polarimetric imaging. Polarization images (0°, 45°, 90°, and 135°) and the reflection angle are required in this reflected light removal algorithm.
Highlight removal from single image
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WebOct 6, 2024 · In this context, the highlight removal process is formulated as a constrained nuclear norm and l_1 -norm minimization problem, which can be efficiently solved by the … WebMar 12, 2024 · In this paper, we propose a machine learning approach for automatic specular highlight removal from a single endoscopic image. We train a residual convolutional neural network (CNN) to localize and remove specular highlights in endoscopic images using weakly labeled data. The labels merely indicate whether an …
Websuccessfully remove the specularity, approaches with hardware assistance or from multiple images are much less practical compared to the single image based approaches. Removing highlights from a single image often needs given illumination, which can be either calibrated or estimated computationally[14][15][16]. Some work [17][18][19] require WebAug 1, 2015 · A robust and effective specular highlight removal method is proposed, based on a key observation-the maximum fraction of the diffuse colour component in diffuse local patches in colour images changes smoothly and can be treated as noise in this case. 71. PDF. View 1 excerpt, references background.
WebMar 12, 2024 · In this paper, we propose a novel approach to remove specular highlights from a single grayscale image by regarding the problem as an image-to-image translation … WebAbstract. The highlight removal method from the single image without knowing the illuminant has been presented. The presented method is based on the Principal …
WebApr 15, 2016 · Fast and High Quality Highlight Removal from A Single Image which says that outperforms the previous both but I unfortunately they do not share the code at the moment. I am in doubts, because the datasets …
WebDec 1, 2015 · Fast and High Quality Highlight Removal from A Single Image. Specular reflection exists widely in photography and causes the recorded color deviating from its … cinnamon swirl babkaWebSep 28, 2009 · The highlight removal method from the single image without knowing the illuminant has been presented. The presented method is based on the Principal … dial antibacterial foaming hand washWebAug 27, 2024 · To the best of our knowledge, this is the first real-world benchmark dataset for specular highlight removal task, which is useful for evaluating and encouraging new deep learning-based approaches. Given this dataset, we present a novel Generative Adversarial Network (GAN) for specular highlight removal from a single image by … cinnamon swirl bundt cake allrecipesWebJan 14, 2024 · We observe that most of the existing specularity removal techniques are not well suited for realworld images. ... Interactive Photo Editing on Smartphones via Intrinsic Decomposition Article... dial antibacterial hand sanitizer gelWebOct 11, 2024 · Highlight removal from a single input image has been studied for decades. In this section, we briefly review previous highlight removal methods based on various ideas. In contrast to previous methods, we proposes an end-to-end and fully automatic framework to remove the highlight in facial images. dial antibacterial foaming hand soapWebJan 12, 2024 · Endoscopic imaging systems have been widely used in disease diagnosis and minimally invasive surgery. Practically, specular reflection (a.k.a. highlight) always exists in endoscopic images and significantly affects surgeons’ observation and judgment. Motivated by the fact that the values of the red channel in nonhighlight area of endoscopic images … dial antibacterial body wash goldWebAug 31, 2016 · Fast and High Quality Highlight Removal From a Single Image Abstract: Specular reflection exists widely in photography and causes the recorded color deviating from its true value, thus, fast and high quality highlight removal from a single nature image is of great importance. dial antibacterial foaming hand wash refill