Differences
This shows you the differences between two versions of the page.
Both sides previous revision Previous revision | Last revision Both sides next revision | ||
research:sceneflow [2017/12/06 14:32] haeusser |
research:sceneflow [2017/12/06 14:33] haeusser |
||
---|---|---|---|
Line 14: | Line 14: | ||
< | < | ||
- | **Deep Learning** | + | ===== Scene Flow with Neural Networks ===== |
Recent work has shown that optical flow estimation can be formulated as a supervised learning task and can be successfully solved with convolutional networks. | Recent work has shown that optical flow estimation can be formulated as a supervised learning task and can be successfully solved with convolutional networks. | ||
Training of the so-called FlowNet was enabled by a large synthetically generated dataset. We extended the concept of optical flow estimation via convolutional networks to disparity and scene flow estimation. | Training of the so-called FlowNet was enabled by a large synthetically generated dataset. We extended the concept of optical flow estimation via convolutional networks to disparity and scene flow estimation. |