The Basic Principles Of hitnet
The Basic Principles Of hitnet
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This paper presents HITNet, a novel neural network architecture for true-time stereo matching. Opposite to many current neural network approaches that run on an entire costvolume and count on 3D convolutions, our method does not explicitly build a volume and alternatively depends on a fast multi-resolution initialization stage, differentiable 2nd geometric propagation and warping mechanisms to infer disparity hypotheses. To achieve a substantial level of accuracy, our network not simply geometrically explanations about disparities and also infers slanted aircraft hypotheses enabling to far more properly complete geometric warping and upsampling operations.
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