1709.02371.pdf
时间: 2024-04-12 22:23:17 浏览: 140
AD9371.pdf
PWCNet is a compact and effective CNN model for optical flow, designed according to simple and well-established principles of pyramidal processing. It performs on par with state-of-the-art methods but runs much faster. The model is prone to the overfitting problem when dealing with large models. The authors have implemented their models on the MPI Sintel final pass and KITTI 2015 benchmarks, achieving a speed of about 35 fps on Sintel resolution images. The models are available on the website provided.
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