Calorie Aware Automatic Meal Kit Generation from an Image

AB Jelodar, Y Sun - arXiv preprint arXiv:2112.09839, 2021 - arxiv.org
Calorie and nutrition research has attained increased interest in recent years. But, due to the
complexity of the problem, literature in this area focuses on a limited subset of ingredients or …

[Blue Sky] Object-Level Planning and Abstraction

D Paulius - CoRL 2022 Workshop on Learning, Perception, and …, 2022 - openreview.net
Task and motion planning (TAMP) aims to integrate higher-level symbolic task planning with
lower-level motion planning. However, task-level representations must include detailed …

Pouring dynamics estimation using gated recurrent units

Q Zheng - arXiv preprint arXiv:2105.12828, 2021 - arxiv.org
One of the most commonly performed manipulation in a human's daily life is pouring. Many
factors have an effect on target accuracy, including pouring velocity, rotation angle …

Grounding of the Functional Object-Oriented Network in Industrial Tasks

R Ayari, M Pantano, D Paulius - arXiv preprint arXiv:2204.02274, 2022 - arxiv.org
In this preliminary work, we propose to design an activity recognition system that is suitable
for Industrie 4.0 (I4. 0) applications, especially focusing on Learning from Demonstration …

Action Recognition Using the Motion Taxonomy

M Alibayev - 2020 - search.proquest.com
In the last years, modern action recognition frameworks with deep architectures have
achieved impressive results on the large-scale activity datasets. All state-of-the-art models …

[PDF][PDF] Developing a reusable ontology for intelligent production facilities using Functional Object-Oriented Network

R Ayari - 2021 - mediatum.ub.tum.de
A decade ago, the work on the fourth industrial revolution started with one of its goals to
make the production facilities autonomous and cooperative. To achieve that, communication …

[引用][C] Knowledge-Enabled Motion Generation for Complex Manipulation Tasks