2 papers
cs.CV2026
Performance evaluation of super-resolution techniques for characterization and phenotyping of commodity crops using multispectral imagery
Abhiram Karukayil, João F. C. Mota, Mateo Vásquez-Guevara +2
Multispectral imagery provides spectral information beyond the visible range for vegetation monitoring, but it typically suffers from limited spatial resolution, which can obscure…
cs.LG2023
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs
Junli Fang, João F. C. Mota, Baoshan Lu +2
The joint source-channel coding (JSCC) framework leverages deep learning to learn from data the best codes for source and channel coding. When the output signal, rather than being…