Work

SIM 2.0: Floor Plan Vectorization via VLM Semantic Normalization with Pixel-Wise Self-Consistency

Year: 2026

Type: article

Abstract: Figure 1: The SIM 2.0 pipeline at a glance.From left to right: input floor plan, RGB consensus mask from 𝑁 =24 Gemini samples, extracted vertices and edges (orange: edges, red: doors/openings), room connectivity graph, and traversability graph.

Source: eScholarship (California Digital Library)

Authors: Halleluyah, Brhanemesqel, Manduchi, Roberto

Institution: University of California, Santa Cruz

Language: English

Topic: Automated Road and Building Extraction

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: National Institutes of Health

OpenAlex ID: W7213574412

FWCI:

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