3 papers
cs.RO2023
TransNet: Transparent Object Manipulation Through Category-Level Pose Estimation
Huijie Zhang, Anthony Opipari, Xiaotong Chen +3
Transparent objects present multiple distinct challenges to visual perception systems. First, their lack of distinguishing visual features makes transparent objects harder to detec…
cs.RO2023
DNBP: Differentiable Nonparametric Belief Propagation
Anthony Opipari, Jana Pavlasek, Chao Chen +3
We present a differentiable approach to learn the probabilistic factors used for inference by a nonparametric belief propagation algorithm. Existing nonparametric belief propagatio…
cs.CV2022
TransNet: Category-Level Transparent Object Pose Estimation
Huijie Zhang, Anthony Opipari, Xiaotong Chen +3
Transparent objects present multiple distinct challenges to visual perception systems. First, their lack of distinguishing visual features makes transparent objects harder to detec…