2026
CogStereo: Neural Stereo Matching with Implicit Spatial Cognition Embedding
ICRA 2026poster
Deep stereo matching has advanced significantly on benchmark datasets through fine-tuning but falls short of the zero-shot generalization seen in foundation models in other vision tasks. We introduce CogStereo, a novel framework that addresses challenging regions, such as occlusions or weak textures…