Not known Facts About hitnet
Not known Facts About hitnet
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This paper presents HITNet, a novel neural network architecture for real-time stereo matching. Contrary to quite a few the latest neural network methods that work on a complete costvolume and trust in 3D convolutions, our solution would not explicitly produce a quantity and in its place depends on a fast multi-resolution initialization step, differentiable 2nd geometric propagation and warping mechanisms to infer disparity hypotheses. To obtain a large volume of accuracy, our network not only geometrically explanations about disparities and also infers slanted plane hypotheses permitting to extra accurately carry out geometric warping and upsampling functions.
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