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Oct, 2022
Oflib:用 Python 轻松处理和操作光流场
Oflib: Facilitating Operations with and on Optical Flow Fields in Python
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Claudio Ravasio, Lyndon Da Cruz, Christos Bergeles
TL;DR
本文提出了一个理论框架,并在 Python 3 中实现了一种基于 PyTorch 的方法来生成光流地面真实数据,支持反向传播用于深度学习,证明了该方法的实用性。
Abstract
We present a robust theoretical framework for the characterisation and manipulation of
optical flow
, i.e 2D vector fields, in the context of their use in
motion estimation
algorithms and beyond. The definition of
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