The Basic Principles Of hitnet
The Basic Principles Of hitnet
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This paper presents HITNet, a novel neural community architecture for real-time stereo matching. Contrary to numerous the latest neural network approaches that operate on a complete costvolume and trust in 3D convolutions, our method will not explicitly create a volume and alternatively depends on a fast multi-resolution initialization step, differentiable 2nd geometric propagation and warping mechanisms to infer disparity hypotheses. To obtain a significant degree of precision, our network not simply geometrically motives about disparities but also infers slanted airplane hypotheses allowing to far more precisely conduct geometric warping and upsampling operations.
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