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Mehran Mehrandezh

7 accepted papers

2024

Enhancing Object Grasping Efficiency with Deep Learning and Post-processing for Multi-finger Robotic Hands

IROS 2024poster

This paper builds upon the well-established ML-based grasping technique, known as the Grasp-Rectangle (GR) method. The original GR method made two simplifying assumptions: it was designed exclusively for two-finger grippers, and it assumed that the gripper would approach objects solely from a top-do…

Cited by 0SourceScholar
2024

Robust Partitioned Visual Servoing for Aerial Manipulation Utilizing Controllable-space Image Planning and Adaptive Image Representation

IROS 2024poster

In the pursuit of object retrieval using an aerial manipulator, developing robust visual servoing techniques in the presence of projection and motion model uncertainties is paramount. This paper proposes a novel approach to conducting image-space planning within the controllable-space of the aerial…

Cited by 0SourceScholar
2021

Toward Observation Based Least Restrictive Collision Avoidance Using Deep Meta Reinforcement Learning

RA-L 2021

This letter presents the Observation-based Least-Restrictive Collision Avoidance Module (OLR-CAM) that can be added to any autonomous robot working in a shared environment and provide a high-level safety layer to the existing policy for each robot. The OLR-CAM takes raw sensory observations as input

Cited by 4SourceScholar
2020

Optimal-power Configurations for Hover Solutions in Mono-spinners

IROS 2020poster

Rotary-wing flying machines draw attention within the UAV community for their in-place hovering capability, and recently, holonomic motion over fixed-wings. In this paper, we investigate about the power-optimality in a mono-spinner, i.e., a class of rotary-wing UAVs with one rotor only, whose main b…

Cited by 2SourceScholar
2019

Precision Modeling and Optimally-safe Design of Quadcopters for Controlled Crash Landing in Case of Rotor Failure

IROS 2019poster

The seminal work cited in [1],[2] showed, for the first time, that flight stability of quadcopters would be possible in case of one or even multiple rotor failures. However, the quadcopter can remain airborne only by going through a spinning maneuver about an axis, fixed w.r.t the vehicle (i.e., res…

Cited by 4SourceScholar
2019

Towards an Integrated Autonomous Data-Driven Grasping System with a Mobile Manipulator

ICRA 2019poster

We present an integrated grasping system for a mobile manipulator to grasp an unknown object of interest (OI) in an unknown environment. The system autonomously scans its environment, models the OI, plans and executes a grasp, while taking into account base pose uncertainty. Due to inherent line of…

Cited by 16SourceScholar
2017

A unified approach to configuration-based dynamic analysis of quadcopters for optimal stability

IROS 2017poster

A special type of rotary-wing Unmanned Aerial Vehicles (UAV), called Quadcopter have prevailed to the civilian use for the past decade. They have gained significant amount of attention within the UAV community for their redundancy and ease of control, despite the fact that they fall under an under-a…

Cited by 16SourceScholar