Highlight removal from single image

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August undefined, 2024

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 … WebJul 2, 2024 · Searching around the literature I found the following 3 interesting papers: Real-time highlight removal using intensity ratio, Efficient and Robust Specular Highlight Removal and Fast and High Quality Highlight Removal from A Single Image. The first two that they provide the code as well gave not that good results. Share Improve this answer

A Method of Removing Reflected Highlight on Images Based on ...

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 … WebSep 28, 2024 · This video tutorial by Dansky demonstrates a fast and simple technique for reducing highlights. By using a Solid Color Adjustment Layer, Blend-If Sliders, and Opacity, … flagstaff az vacation packages

Automatic and robust single-camera specular highlight removal in ...

WebA: When the hair is highlighted, the color is removed via a bleaching process and is permanently gone. The only way to restore the hair's natural color is to either grow out the … WebSpecular highlight removal is a challenging task. We present a novel data-driven approach for automatic specular highlight removal from a single image. To this end, we build a new … 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 canon mirrorless dslr 2014

Sensors Free Full-Text Highlight Removal of Multi-View Facial …

WebAug 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. 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. canon mirrorless efsWebThis paper focuses on highlight removal from a single image and targets for wide applicability to the large variety of nature scenes. Besides, this approach is also designed … canon mirrorless cameras full frame

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Highlight removal from single image

Frontiers Specular Highlight Detection Based on Color Distribution …

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 … WebAccording to the number of input images, specular highlight removal methods can be divided into two main categories: single-image-based method and multiple-image-based …

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WebFeb 13, 2024 · Hence, correcting them is a necessary preprocessing step. 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. WebJan 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 …

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 … WebOct 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.

WebReal-Time High-Quality Specular Highlight Removal Using Efficient Pixel Clustering by Antonio Souza, Márcio Macedo, Verônica Nascimento and Bruno Oliveira. Introduction This is a C++/OpenCV/CUDA application for real-time specular highlight removal in still images. Technical details are provided in our SIBGRAPI 2024 paper. WebAbstract. The highlight removal method from the single image without knowing the illuminant has been presented. The presented method is based on the Principal …

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 …

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 augmented Lagrange multiplier (ALM) method with … flagstaff az vacationAn ongoing effort of developing new and implementing established single image highlight removal (SIHR) methods on MATLAB/GNU Octave. Highlight, specularity, or specular reflection removal (see 1for a proper Web of Science expression, see for a reference work entry, see , for survey on this problem) concerns … See more This section aims to clarify how well (or not) the methods reproduced in this project were at reproducing results in literature. Note: … See more canon mirrorless crop sensor cameraWebDec 30, 2024 · Single Image Highlight Removal for Real-Time Image Processing Pipelines. Abstract: This paper presents a fully automatic method for the separation of diffuse and … flagstaff az vacation rentalsWebTo remove the domain gap between synthetic training samples and real test images, and support the investigation of learning-based approaches, we first introduce a dataset with … canon mirrorless cameras best buyWebDec 1, 2015 · Specular reflection exists widely in photography and causes the recorded color deviating from its true value, so fast and high quality highlight removal from a single nature image is of great importance. flagstaff az waterfront homesWebAug 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 … canon mirrorless dslr cameraWebText-Aware Single Image Specular Highlight Removal Shiyu Hou 1;2Chaoqun Wang Weize Quan Jingen Jiang and Dong-Ming Yan2;1B 1 University of Chinese Academy of Sciences, Beijing 100049, China 2 Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China [email protected], [email protected] Abstract. Removing … canon mirrorless for sports