[HTML][HTML] Biologically inspired image invariance guided illuminant estimation using shallow and deep models
Estimating the illuminant from a color-biased image is an ill-posed problem without prior
information or invariance about the surfaces of a scene. Based on the classical image …
information or invariance about the surfaces of a scene. Based on the classical image …
Advances of the Scientific School of VL Arlazarov in Dataset Creation and Training Sample Synthesis for Solving Modern Computer Vision Problems
YS Chernyshova, AV Sheshkus, KB Bulatov… - Pattern Recognition and …, 2023 - Springer
This paper considers a scientific school of synthesis of samples and creation of datasets,
which is a part of the family of scientific schools associated with image processing and …
which is a part of the family of scientific schools associated with image processing and …
Noise-aware deep learning algorithm for one-stage multispectral pedestrian detection
Multispectral pedestrian detection has gained momentum in the research literature with its
wide range of applications in car safety, video surveillance, and robotics. We introduce a …
wide range of applications in car safety, video surveillance, and robotics. We introduce a …
ReCC-GAN: scene global illuminant estimation network based on Retinex and generative adversarial network
P Zhao, B Su, R Chai, P Qin… - Journal of Electronic …, 2024 - spiedigitallibrary.org
In capturing images, cameras often encounter color-cast problems owing to variations in the
illumination of different scenes. Existing algorithms attempt to estimate the illuminant …
illumination of different scenes. Existing algorithms attempt to estimate the illuminant …
Segmentation of Agricultural Parcels in Satellite Images Based on Historical Vegetation Index Data
M Pavlova, V Timofeev, D Bocharov, I Kunina… - 2021 - preprints.org
This paper considered the issue of agricultural fields boundary recognition in satellite
images. A novel algorithm based on the aggregated history of vegetation index data …
images. A novel algorithm based on the aggregated history of vegetation index data …
Image understanding for color constancy and vice versa
S Bianco, M Buzzelli - London Imaging Meeting, 2021 - library.imaging.org
In this article we show the change in paradigm occurred in color constancy algorithms: from
a pre-processing step in image understanding, to the exploitation of image understanding …
a pre-processing step in image understanding, to the exploitation of image understanding …