3 papers
cs.CV2026
A Modelling and Evaluation Framework for EuroCrops-Driven Sentinel-2 Crop Segmentation
Alexandra Nicoleta Scarlat, Ioana Cristina Plajer, Alexandra Baicoianu
This work presents a configurable pipeline for generating semantic-segmentation-ready agricultural datasets from Sentinel-2 imagery and EuroCrops parcel-level annotations. The work…
cs.LG2026
Lake Detection and Water Quality Estimation in Sentinel-2 Data
Iulia PleÅu, Alexandra BÄicoianu, Ioana Cristina Plajer
With climate change and increasing human pressure on natural landscapes, inland water resources are becoming progressively scarcer, more vulnerable, and more difficult to manage su…
cs.NE2026
Texture Regenerating and Grafting Using Genome-Driven Neural Cellular Automata
Mirela-Magdalena Catrina, Ioana Cristina Plajer, Alexandra BÄicoianu
This study significantly advances multi-texture synthesis using Neural Cellular Automata (NCAs) by introducing a novel training methodology that enables robust self-regeneration of…