Uav remote sensing image stitching via improved vgg16 siamese feature extraction network

F Zhu, J Li, B Zhu, H Li, G Liu - Expert Systems with Applications, 2023 - Elsevier
UAV remote sensing image stitching can provide a more comprehensive and continuous
area by stitching several overlap** region images. It has been widely used in many fields …

Sensor-independent illumination estimation for DNN models

M Afifi, MS Brown - arxiv preprint arxiv:1912.06888, 2019 - arxiv.org
While modern deep neural networks (DNNs) achieve state-of-the-art results for illuminant
estimation, it is currently necessary to train a separate DNN for each type of camera sensor …

Cross-camera convolutional color constancy

M Afifi, JT Barron, C LeGendre… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract We present" Cross-Camera Convolutional Color Constancy"(C5), a learning-based
method, trained on images from multiple cameras, that accurately estimates a scene's …

Auto white-balance correction for mixed-illuminant scenes

M Afifi, MA Brubaker, MS Brown - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Auto white balance (AWB) is applied by camera hardware at capture time to remove the
color cast caused by the scene illumination. The vast majority of white-balance algorithms …

A Comprehensive Review of Deep Learning based Illumination Estimation

S Sethu, J Devaraj, D Wang - 2023 - preprints.org
Deep learning (DL) models have been recently widely used to extract task-oriented patterns
from large scale of datasets, and to improve the data image understanding and analysis …

N-white balancing: White balancing for multiple illuminants including non-uniform illumination

T Akazawa, Y Kinoshita, S Shiota, H Kiya - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper, we propose a novel white balance adjustment for multi-illuminant scenes,
called “N-white balancing,” in which source white points are mapped into a ground truth one …

Optimizing Illuminant Estimation in Dual-Exposure HDR Imaging

M Afifi, Z Hu, L Liang - European Conference on Computer Vision, 2024 - Springer
High dynamic range (HDR) imaging involves capturing a series of frames of the same
scene, each with different exposure settings, to broaden the dynamic range of light. This can …

Leveraging the availability of two cameras for illuminant estimation

A Abdelhamed, A Punnappurath… - Proceedings of the …, 2021 - openaccess.thecvf.com
Most modern smartphones are now equipped with two rear-facing cameras--a main camera
for standard imaging and an additional camera to provide wide-angle or telephoto zoom …

Dyed fabric illumination estimation with regularized random vector function link network

Z Zhou, D Liu, J Guo, J Zhang, Z Zhu… - Color Research & …, 2021 - Wiley Online Library
The unstable light source in the printing and dyeing environment would cause the change of
fabric surface color and lead to serious color difference evaluation error. To solve this …

A Convolutional Framework for Color Constancy

M Buzzelli, S Bianco - IEEE Transactions on Neural Networks …, 2024 - ieeexplore.ieee.org
We introduce a convolutional framework (CF) for computational color constancy, building
upon the established low-level image feature-based framework, which utilized simple image …