72 citations · 130 across the 6 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 48 cited
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia +3
The FlowNet demonstrated that optical flow estimation can be cast as a learning problem. However, the state of the art with regard to the quality of the flow has still been defined…
cs.CV2016★ 72 cited
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects
Margret Keuper, Siyu Tang, Yu Zhongjie +3
Recently, Minimum Cost Multicut Formulations have been proposed and proven to be successful in both motion trajectory segmentation and multi-target tracking scenarios. Both tasks b…
cs.CV2016★ 2 cited
Point-wise mutual information-based video segmentation with high temporal consistency
Margret Keuper, Thomas Brox
In this paper, we tackle the problem of temporally consistent boundary detection and hierarchical segmentation in videos. While finding the best high-level reasoning of region assi…