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Paper · arXiv

SOV-CAD: Stepwise Orthographic Views Guided CAD Modeling Sequence Reconstruction

Reconstructing Computer-Aided Design (CAD) modeling sequences from images is crucial for preserving design intent and supporting parametric editing. However, existing methods typically generate full CAD sequences holistically, overlooking the iterative, feedback-driven nature of human design workflows. We address this limitation by introducing the rich stepwise visual supervision: at each modeling step, the system observes the target's orthographic projections, the projections of the incrementally constructed model, and the active sketch, enabling informed action selection. To effectively leverage this on-the-fly feedback, we propose SOV-CAD, a framework that formulates CAD reconstruction...

AuthorsZhaopeng Feng, Chen Zhi, Xuhong Zhang et al.
Primary categorycs.CV
Published5 July 2026
Last updated at source24 September 2026
cs.CVcs.AI
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