A multi-task network for joint specular highlight detection and removal
Specular highlight detection and removal are fundamental and challenging tasks. Although
recent methods achieve promising results on the two tasks by supervised training on …
recent methods achieve promising results on the two tasks by supervised training on …
von mises-fisher mixture model-based deep learning: Application to face verification
MA Hasnat, J Bohné, J Milgram, S Gentric… - arxiv preprint arxiv …, 2017 - arxiv.org
A number of pattern recognition tasks,\textit {eg}, face verification, can be boiled down to
classification or clustering of unit length directional feature vectors whose distance can be …
classification or clustering of unit length directional feature vectors whose distance can be …
Ignor: Image-guided neural object rendering
We propose a learned image-guided rendering technique that combines the benefits of
image-based rendering and GAN-based image synthesis. The goal of our method is to …
image-based rendering and GAN-based image synthesis. The goal of our method is to …
Towards high-quality specular highlight removal by leveraging large-scale synthetic data
This paper aims to remove specular highlights from a single object-level image. Although
previous methods have made some progresses, their performance remains somewhat …
previous methods have made some progresses, their performance remains somewhat …
Single image highlight removal with a sparse and low-rank reflection model
We propose a sparse and low-rank reflection model for specular highlight detection and
removal using a single input image. This model is motivated by the observation that the …
removal using a single input image. This model is motivated by the observation that the …
Split: Single portrait lighting estimation via a tetrad of face intrinsics
This paper proposes a novel pipeline to estimate a non-parametric environment map with
high dynamic range from a single human face image. Lighting-independent and-dependent …
high dynamic range from a single human face image. Lighting-independent and-dependent …
Specular highlight removal for real‐world images
Removing 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 …
vision and computer graphics. While various methods have been proposed, they typically do …
General improvement method of specular component separation using high-emphasis filter and similarity function
Separating reflection components is a fundamental problem in computer vision and useful
for many applications such as image quality. We propose a novel method that improves the …
for many applications such as image quality. We propose a novel method that improves the …
Deep learning-based optical approach for skin analysis of melanin and hemoglobin distribution
Significance Melanin and hemoglobin have been measured as important diagnostic
indicators of facial skin conditions for aesthetic and diagnostic purposes. Commercial …
indicators of facial skin conditions for aesthetic and diagnostic purposes. Commercial …
Lights off the image: Highlight suppression for single texture-rich images in optical inspection based on wavelet transform and fusion strategy
X Sun, L Kong, X Wang, X Peng, G Dong - Photonics, 2024 - mdpi.com
A wavelet-transform-based highlight suppression method is presented, aiming at
suppressing the highlights of single image with complex texture. The strategy involves the …
suppressing the highlights of single image with complex texture. The strategy involves the …