Highlight removal of multi-view facial images

Author: zpvo

August undefined, 2024

WebJul 20, 2024 · In this paper, we propose a novel uniformity framework for highlight detection and removal in multi-scenes, including synthetic images, face images, natural images, and text images. The framework consists of three main components, highlight feature extractor module, highlight coarse removal module, and highlight refine removal module. WebOct 22, 2024 · Previous methods of highlight removal in image processing have exclusively addressed images taken in specific illumination environments. However, most of these methods have limitations in natural scenes and thus, introduce artifacts to nature images.

Full article: Highlight Removal from A Single Grayscale Image …

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WebHighlight 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 typically designed for a single image. This paper presents a lightweight optimization method for removing the specular highlight reflections of multi-view 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. WebSep 2, 2024 · General Highlight Removal from Multiple Images Multi-image methods use the information in an image sequence of the same scene, taken from different points of … im goi8ng to give viov a kid and her furure

(PDF) Highlight Removal of Multi-View Facial Images

M2-Net: Multi-stages Specular Highlight Detection and Removal in Multi

WebJun 1, 2015 · A robust and effective specular highlight removal method is proposed in this paper. It is based on a key observation--the maximum fraction of the diffuse colour component in diffuse local patches in colour images changes smoothly. The specular pixels can thus be treated as noise in this case. WebJul 26, 2024 · Specular Highlight Removal in Facial Images. Abstract: We present a method for removing specular highlight reflections in facial images that may contain varying … img of travelWebAccording 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 method. Single-image-based Method The specular highlight removal method based on a single image aims to remove the highlights by only one input image. img of person

"WebRemoving specular highlight in an image is a fundamental research problem in computer vision and computer graphics. While various methods have been proposed, they typically do not work well for real-world images due to the presence of rich textures, complex materials, hard shadows, occlusions and color illumination, etc. " - Highlight removal of multi-view facial images

Highlight removal of multi-view facial images

WebMay 1, 2024 · The key idea is to decompose the face image into intrinsic image layers - namely albedo, diffuse shading, and specular highlights - which are each differently … WebApr 12, 2024 · Robust Single Image Reflection Removal Against Adversarial Attacks ... Query-Dependent Video Representation for Moment Retrieval and Highlight Detection ...

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WebSep 2, 2024 · remove_circle_outline . Journals. Sensors. Volume 22. Issue 17. 10.3390/s22176656. Submit to this Journal Review for this Journal Edit a Special Issue WebGitHub - NikolaiSviridov/Specular-Highlight-Removal: Implement Specular Highlight Removal algorithm NikolaiSviridov / Specular-Highlight-Removal Notifications Fork Star master 6 branches 0 tags Code 11 commits Failed to load latest commit information. help_tools single_image .gitignore README.md README.md Specular-Highlight-Removal

WebMay 9, 2016 · Released: May 9, 2016 Implements specular removal in images captured from various view points Project description # Specularity removal in multi-viewpoint images The package is an open source utility to remove specularity in Images that has been captured from multiple viewpoints. #### Disclaimer WebApr 15, 2016 · 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.

WebHighlight 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 … WebSep 2, 2024 · A dataset with ground truth for highlight removal of multi-view facial images is captured to quantitatively evaluate our method’s performance and demonstrate our method’s effectiveness. The rest of this paper is organized as follows: We commence with the motivation of our method and the related work in Section 2.

WebOn the basis of the dichromatic reflection model, recent specular highlight removal techniques typically estimate and cluster illumination chromaticity values to separate diffuse and specular reflection components from a single image. While these techniques are able to obtain visually pleasing results, their clustering algorithms suffer from bad initialization or …

WebApr 10, 2024 · Apply a layer of cream over unwanted facial hair. Allow the cream to sit on your face for about 5 to 10 minutes. Use a damp cloth to gently wipe off the cream and … img of utica incWebIn-the-Wild Facial Highlight Removal via GANs 315 3OurMethod In this section, we will present the details of our technique. The pipeline of our method is illustrated in Fig.1, we use a Highlight Mask Extraction module to extract the highlight masks as … list of platinum songsWebSep 2, 2024 · This paper presents a lightweight, optimized-based highlight removal method for multi-view facial images. The proposed method can facilitate many applications, such … img of printerWebOct 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 … img of htmlWebJul 26, 2024 · Specular Highlight Removal in Facial Images Abstract: We present a method for removing specular highlight reflections in facial images that may contain varying illumination colors. This is accurately achieved through the use of physical and statistical properties of human skin and faces. img of uticaWebMay 1, 2024 · The surface highlights of the pictures that are isolated here and positioned in a matrix. GLCM is one of the easiest techniques for surface highlight removal. Each of the pictures in the database, GLCM highlights are extricated, and the information image is put away each relative performing minutes. img of waterWebSpecular Highlight Removal in Facial Images. We present a method for removing specular highlight reflections in facial images that may contain varying illumination colors. This is … list of players on mlb roster