1.5k citations · 2k across the 42 of their papers we have counts for
3 papers · 1 filter
Taking a Deeper Look at the Inverse Compositional Algorithm
Zhaoyang Lv, Frank Dellaert, James M. Rehg +1
In this paper, we provide a modern synthesis of the classic inverse compositional algorithm for dense image alignment. We first discuss the assumptions made by this well-establishe…
Learning to Align Images using Weak Geometric Supervision
Jing Dong, Byron Boots, Frank Dellaert +2
Image alignment tasks require accurate pixel correspondences, which are usually recovered by matching local feature descriptors. Such descriptors are often derived using supervised…
STEAP: simultaneous trajectory estimation and planning
Mustafa Mukadam, Jing Dong, Frank Dellaert +1
We present a unified probabilistic framework for simultaneous trajectory estimation and planning (STEAP). Estimation and planning problems are usually considered separately, howeve…