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cs.CV2026
CALIPER: Metric-Grounded Model-Free Recognition of Visually Similar Industrial Parts
Alankrit Gupta, Chenxi Tao, Seung-Kyum Choi
Fine-grained recognition of visually similar industrial parts is challenging when classes differ primarily in physical dimensions. Normalizing detected object crops to a fixed inpu…
cs.CV2026
Prior Availability in Industrial Visual Sim-to-Real: A Review of CAD-Guided and CAD-Unavailable Regimes
Chenxi Tao, Seung-Kyum Choi
Industrial visual sim-to-real is often described as transferring from synthetic images to real images, but industrial deployment usually involves a broader mismatch between availab…