7 papers
Utilizing Inpainting for Keypoint Detection for Vision-Based Control of Robotic Manipulators
Sreejani Chatterjee, Venkatesh Mullur, Abhinav Gandhi +1
We present a novel visual servoing framework for controlling a robotic manipulator in configuration space using only natural visual features. To train our data-driven keypoint dete…
3D Shape Control of Extensible Multi-Section Soft Continuum Robots via Visual Servoing
Abhinav Gandhi, Shou-Shan Chiang, Cagdas D. Onal +1
In this paper, we propose a novel vision-based control algorithm for regulating the whole body shape of extensible multisection soft continuum manipulators. Contrary to existing vi…
A Benchmarking Study of Vision-Based Robotic Grasping Algorithms: A Comparative Analysis
Bharath K Rameshbabu, Sumukh S Balakrishna, Brian Flynn +4
We present a benchmarking study of vision-based robotic grasping algorithms and provide a comparative analysis. In particular, we compare two machine-learning-based and two analyti…
A Benchmarking Study of Vision-based Robotic Grasping Algorithms
Bharath K Rameshbabu, Sumukh S Balakrishna, Brian Flynn +4
We present a benchmarking study of vision-based robotic grasping algorithms with distinct approaches, and provide a comparative analysis. In particular, we compare two machine-lear…
Image-Based Roadmaps for Vision-Only Planning and Control of Robotic Manipulators
Sreejani Chatterjee, Abhinav Gandhi, Berk Calli +1
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 vi…
Developing Modular Grasping and Manipulation Pipeline Infrastructure to Streamline Performance Benchmarking
Brian Flynn, Kostas Bekris, Berk Calli +4
The robot manipulation ecosystem currently faces issues with integrating open-source components and reproducing results. This limits the ability of the community to benchmark and c…