Search Results for author: Azarakhsh Keipour

Found 11 papers, 2 papers with code

Pick Planning Strategies for Large-Scale Package Manipulation

no code implementations23 Sep 2023 Shuai Li, Azarakhsh Keipour, Kevin Jamieson, Nicolas Hudson, Sicong Zhao, Charles Swan, Kostas Bekris

Automating warehouse operations can reduce logistics overhead costs, ultimately driving down the final price for consumers, increasing the speed of delivery, and enhancing the resiliency to market fluctuations.

Demonstrating Large-Scale Package Manipulation via Learned Metrics of Pick Success

no code implementations17 May 2023 Shuai Li, Azarakhsh Keipour, Kevin Jamieson, Nicolas Hudson, Charles Swan, Kostas Bekris

This paper demonstrates a large-scale package manipulation from unstructured piles in Amazon Robotics' Robot Induction (Robin) fleet, which utilizes a pick success predictor trained on real production data.

Collision Avoidance

Physical Interaction and Manipulation of the Environment using Aerial Robots

no code implementations6 Jul 2022 Azarakhsh Keipour

The physical interaction of aerial robots with their environment has countless potential applications and is an emerging area with many open challenges.

Detection and Physical Interaction with Deformable Linear Objects

no code implementations17 May 2022 Azarakhsh Keipour, Mohammadreza Mousaei, Maryam Bandari, Stefan Schaal, Sebastian Scherer

On the other hand, while physical interaction with these objects has been done with ground manipulators, there have not been any studies on physical interaction and manipulation of the deformable linear object with aerial robots.

Efficient Spatial Representation and Routing of Deformable One-Dimensional Objects for Manipulation

no code implementations13 Feb 2022 Azarakhsh Keipour, Maryam Bandari, Stefan Schaal

On the other hand, algorithms that entirely separate the spatial representation of the deformable object from the routing and manipulation, often using a representation approach independent of planning, result in slow planning in high dimensional space.

Object

Omnifont Persian OCR System Using Primitives

no code implementations13 Feb 2022 Azarakhsh Keipour, Mohammad Eshghi, Sina Mohammadzadeh Ghadikolaei, Negin Mohammadi, Shahab Ensafi

After recognition of dots in sub-words, strokes are extracted and primitive elements of each sub-word are recognized using the strokes.

Optical Character Recognition (OCR)

Deformable One-Dimensional Object Detection for Routing and Manipulation

no code implementations18 Jan 2022 Azarakhsh Keipour, Maryam Bandari, Stefan Schaal

To the best of our knowledge, the topic of detection methods that can extract those initial conditions in non-trivial situations has hardly been addressed.

Object object-detection +1

Real-Time Ellipse Detection for Robotics Applications

no code implementations25 Feb 2021 Azarakhsh Keipour, Guilherme A. S. Pereira, Sebastian Scherer

We propose a new algorithm for real-time detection and tracking of elliptic patterns suitable for real-world robotics applications.

Integration of Fully-Actuated Multirotors into Real-World Applications

no code implementations12 Nov 2020 Azarakhsh Keipour, Mohammadreza Mousaei, Andrew T Ashley, Sebastian Scherer

The strategies are lightweight, simple, and allow rapid integration of the available tools with these new vehicles for the fast development of new real-world applications.

ALFA: A Dataset for UAV Fault and Anomaly Detection

2 code implementations14 Jul 2019 Azarakhsh Keipour, Mohammadreza Mousaei, Sebastian Scherer

We have also provided the helper tools in several programming languages to load and work with the data and to help the evaluation of a detection method using the dataset.

Anomaly Detection Fault Detection

Automatic Real-time Anomaly Detection for Autonomous Aerial Vehicles

2 code implementations1 Jul 2019 Azarakhsh Keipour, Mohammadreza Mousaei, Sebastian Scherer

The result is an easy-to-deploy anomaly detection method that does not assume a specific aircraft model and can detect many types of faults and anomalies in a wide range of autonomous aircraft.

Systems and Control Robotics Systems and Control

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