4 papers
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…
Lake Detection and Water Quality Estimation in Sentinel-2 Data
Iulia Pleşu, Alexandra Băicoianu, 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…
Texture Regenerating and Grafting Using Genome-Driven Neural Cellular Automata
Mirela-Magdalena Catrina, Ioana Cristina Plajer, Alexandra Băicoianu
This study significantly advances multi-texture synthesis using Neural Cellular Automata (NCAs) by introducing a novel training methodology that enables robust self-regeneration of…
Multi-Texture Synthesis through Signal Responsive Neural Cellular Automata
Mirela-Magdalena Catrina, Ioana Cristina Plajer, Alexandra Baicoianu
Neural Cellular Automata (NCA) have proven to be effective in a variety of fields, with numerous biologically inspired applications. One of the fields, in which NCAs perform well i…