Nirav Savaliya

TextFM: Robust Semi-dense Feature Matching with Language Guidance

Feature matching is a critical task in geometric perception, yet existing methods often struggle under domain shifts and illumination changes due to reliance on visual-only learning and expensive 3D supervision. In this paper, we present TextFM, the first language-guided feature matching framework t