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Berk Çalli

9 accepted papers

2025

Image-Based Roadmaps for Vision-Only Planning and Control of Robotic Manipulators

RA-L 2025

This work presents a motion planning framework for robotic manipulators that computes collision-free paths directly in image space. The generated paths can then be tracked using vision-based control, eliminating the need for an explicit robot model or proprioceptive sensing. At the core of our appro

Cited by 4SourceScholar
2025

Vibration-induced Friction Modulation to Enable Controlled Sliding for In-hand Manipulation

IROS 2025

Achieving controlled sliding of objects on finger surfaces is a significant challenge for robots, substantially constraining their ability to perform complex in-hand manipulation tasks. In this work, we investigate the role of surface vibration in modulating the effective friction at the object-fing

Cited by 0SourceScholar
2022

Audio-Visual Object Classification for Human-Robot Collaboration

ICASSP 2022accepted

Human-robot collaboration requires the contactless estimation of the physical properties of containers manipulated by a person, for example while pouring content in a cup or moving a food box. Acoustic and visual signals can be used to estimate the physical properties of such objects, which may vary…

Cited by 0SourceScholar
2022

Household Cloth Object Set: Fostering Benchmarking in Deformable Object Manipulation

RA-L 2022

Benchmarking of robotic manipulations is one of the open issues in robotic research. An important factor that has enabled progress in this area in the last decade is the existence of common object sets that have been shared among different research groups. However, the existing object sets are very

Cited by 29SourceScholar
2022

OCRTOC: A Cloud-Based Competition and Benchmark for Robotic Grasping and Manipulation

RA-L 2022

In this paper, we propose a cloud-based benchmark for robotic grasping and manipulation, called the OCRTOC benchmark. The benchmark focuses on the object rearrangement problem, specifically table organization tasks. We provide a set of identical real robot setups and facilitate remote experiments of

Cited by 58SourcecodeScholar
2022

Research Challenges and Progress in Robotic Grasping and Manipulation Competitions

RA-L 2022

This paper discusses recent research progress in robotic grasping and manipulation in the light of the latest Robotic Grasping and Manipulation Competitions (RGMCs). We first provide an overview of past benchmarks and competitions related to the robotics manipulation field. Then, we discuss the meth

Cited by 57SourceScholar
2021

Guest Editorial: Introduction to the Special Issue on Benchmarking Protocols for Robotic Manipulation

RA-L 2021

The papers in this special section focus on benchmarking protocols for robotic manipulation. Benchmarks are crucial for analyzing the effectiveness of an approach against a common basis, providing a quantitative means for interpreting performance. Carefully designed and widely recognized benchmarks

Cited by 3SourceScholar
2020

Benchmarking Cluttered Robot Pick-and-Place Manipulation With the Box and Blocks Test

RA-L 2020

In this work, we propose a pick-and-place benchmark to assess the manipulation capabilities of a robotic system. The benchmark is based on the Box and Blocks Test (BBT), a task utilized for decades by the rehabilitation community to assess unilateral gross manual dexterity in humans. We propose thre

Cited by 35SourceScholar
2018

Variable-Friction Finger Surfaces to Enable Within-Hand Manipulation via Gripping and Sliding

RA-L 2018

The human hand is able to achieve an unparalleled diversity of manipulation actions. One contributor to this capability is the structure of the human finger pad, where soft internal tissue is surrounded by a layer of more rigid skin. This permits conforming of the finger pad around object contours f

Cited by 77SourceScholar