Search Results for author: Stanley Lewis

Found 3 papers, 1 papers with code

NARF22: Neural Articulated Radiance Fields for Configuration-Aware Rendering

no code implementations3 Oct 2022 Stanley Lewis, Jana Pavlasek, Odest Chadwicke Jenkins

We show the applicability of the model to gradient-based inference methods through a configuration estimation and 6 degree-of-freedom pose refinement task.

ProgressLabeller: Visual Data Stream Annotation for Training Object-Centric 3D Perception

1 code implementation1 Mar 2022 Xiaotong Chen, Huijie Zhang, Zeren Yu, Stanley Lewis, Odest Chadwicke Jenkins

We demonstrate the effectiveness of ProgressLabeller by rapidly create a dataset of over 1M samples with which we fine-tune a state-of-the-art pose estimation network in order to markedly improve the downstream robotic grasp success rates.

Pose Estimation

Parts-Based Articulated Object Localization in Clutter Using Belief Propagation

no code implementations6 Aug 2020 Jana Pavlasek, Stanley Lewis, Karthik Desingh, Odest Chadwicke Jenkins

To address this problem, we present a generative-discriminative parts-based recognition and localization method for articulated objects in clutter.

Object Object Localization +1

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