LiteMatch uses CVCE and HFE encoders plus CVC-Loss to enable lightweight zero-shot stereo matching with competitive EPE and D1 scores on Scene Flow, KITTI, Middlebury, ETH3D, and DrivingStereo using 3.36M-9.58M parameters.
In: Pattern Recognition: 36th German Conference, GCPR 2014, Münster, Germany, September 2-5
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LiteMatch: Lightweight Zero-Shot Stereo Matching via Cost Volume Stabilization
LiteMatch uses CVCE and HFE encoders plus CVC-Loss to enable lightweight zero-shot stereo matching with competitive EPE and D1 scores on Scene Flow, KITTI, Middlebury, ETH3D, and DrivingStereo using 3.36M-9.58M parameters.