A multi-task network for joint specular highlight detection and removal

G Fu, Q Zhang, L Zhu, P Li… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Specular highlight detection and removal are fundamental and challenging tasks. Although
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 …

Ignor: Image-guided neural object rendering

J Thies, M Zollhöfer, C Theobalt, M Stamminger… - arxiv preprint arxiv …, 2018 - arxiv.org
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 …

Towards high-quality specular highlight removal by leveraging large-scale synthetic data

G Fu, Q Zhang, L Zhu, C **ao… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper aims to remove specular highlights from a single object-level image. Although
previous methods have made some progresses, their performance remains somewhat …

Single image highlight removal with a sparse and low-rank reflection model

J Guo, Z Zhou, L Wang - Proceedings of the European …, 2018 - openaccess.thecvf.com
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 …

Split: Single portrait lighting estimation via a tetrad of face intrinsics

F Fei, Y Cheng, Y Zhu, Q Zheng, S Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

Specular highlight removal for real‐world images

G Fu, Q Zhang, C Song, Q Lin… - Computer graphics …, 2019 - Wiley Online Library
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 …

General improvement method of specular component separation using high-emphasis filter and similarity function

T Yamamoto, A Nakazawa - ITE Transactions on Media Technology …, 2019 - jstage.jst.go.jp
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 …

Deep learning-based optical approach for skin analysis of melanin and hemoglobin distribution

G Jung, S Kim, J Lee, S Yoo - Journal of Biomedical Optics, 2023 - spiedigitallibrary.org
Significance Melanin and hemoglobin have been measured as important diagnostic
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 …