2.9k citations · 10.7k across the 136 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.CV2014★ 18 cited
3D-Assisted Image Feature Synthesis for Novel Views of an Object
Hao Su, Fan Wang, Li Yi +1
Comparing two images in a view-invariant way has been a challenging problem in computer vision for a long time, as visual features are not stable under large view point changes. In…
cs.LG2014★ 18 cited
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation
Qixing Huang, Yuxin Chen, Leonidas Guibas
Maximum a posteriori (MAP) inference over discrete Markov random fields is a fundamental task spanning a wide spectrum of real-world applications, which is known to be NP-hard for…
cs.LG2014★ 92 cited
Near-Optimal Joint Object Matching via Convex Relaxation
Yuxin Chen, Leonidas J. Guibas, Qi-Xing Huang
Joint matching over a collection of objects aims at aggregating information from a large collection of similar instances (e.g. images, graphs, shapes) to improve maps between pairs…