Search Results for author: Matheus Souza

Found 4 papers, 1 papers with code

Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation

no code implementations8 Jan 2024 Qiang Fu, Matheus Souza, Eunsue Choi, Suhyun Shin, Seung-Hwan Baek, Wolfgang Heidrich

Hyperspectral imaging empowers machine vision systems with the distinct capability of identifying materials through recording their spectral signatures.

Data Augmentation Spectral Reconstruction

MetaISP -- Exploiting Global Scene Structure for Accurate Multi-Device Color Rendition

1 code implementation6 Jan 2024 Matheus Souza, Wolfgang Heidrich

Image signal processors (ISPs) are historically grown legacy software systems for reconstructing color images from noisy raw sensor measurements.

CRISPnet: Color Rendition ISP Net

no code implementations20 Mar 2022 Matheus Souza, Wolfgang Heidrich

In recent years there has been strong interest in replacing the historically grown ISP systems with deep learned pipelines.

Demosaicking Denoising +1

Predictability and Fairness in Social Sensing

no code implementations31 Jul 2020 Ramen Ghosh, Jakub Marecek, Wynita M. Griggs, Matheus Souza, Robert N. Shorten

We consider the design of distributed algorithms that govern the manner in which agents contribute to a social sensing platform.

Fairness

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