BriefGPT.xyz
Apr, 2015
使用卷积网络学习光流
FlowNet: Learning Optical Flow with Convolutional Networks
HTML
PDF
Philipp Fischer, Alexey Dosovitskiy, Eddy Ilg, Philip Häusser, Caner Hazırbaş...
TL;DR
本文提出卷积神经网络模型，将光流估计问题作为监督式学习任务，通过生成合成数据集进行训练，成功实现在计算机视觉领域特别是识别任务中广泛应用的卷积神经网络模型在光流估计任务上的成功率。
Abstract
convolutional neural networks
(CNNs) have recently been very successful in a variety of
computer vision
tasks, especially on those linked to recognition.
→