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Egor Ershov

3 accepted papers

2026

Diffract and Conquer: Hyperspectral Imaging from Any RGB Camera via Optical Encoding and Learning

IJCAI 2026

Hyperspectral imaging (HSI) provides detailed spectral information but is often impractical due to high cost, size, and hardware complexity. While learning-based methods attempt to recover hyperspectral images from RGB sensors, they are constrained by limited spectral measurements and noise. We prop

Cited by 0Scholar
2025

Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks

ICCV 2025poster

We present cmKAN, a versatile framework for color matching. Given an input image with colors from a source color distribution, our method effectively and accurately maps these colors to match a target color distribution in both supervised and unsupervised settings. Our framework leverages the spline…

2023

Physically-Plausible Illumination Distribution Estimation

ICCV 2023poster

A camera's auto-white-balance (AWB) module operates under the assumption that there is a single dominant illumination in a captured scene. AWB methods estimate an image's dominant illumination and use it as the target "white point" for correction. However, in natural scenes, there are often many lig…

Cited by 6PDFcodeScholar