Tiberiu-Gabriel Rodanciuc

Object-Centric 2D-to-3D Pipeline for Interior-Design Visualization: Reference-Free Asset Evaluation and a Structured3D Scene-Level Benchmark

The results demonstrate the feasibility of integrating perception, 3D reconstruction, semantic assessment, and scalable deployment into a single applied pipeline, while remaining proof-of-concept and requiring extension to larger object and scene corpora, baselines, real-photograph evaluation, and human-centered assessment before broad claims about general interior-scene reconstruction can be made.