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Ayoung Hong

dblp:135/8466 · DBLP profile ↗
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4ranked-venue papers
2as first author
1since 2021 · last 2023
0000-0002-3839-4194ORCID · verified

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 4 · 2 first-author · 1 since 2021Systems, architecture and hardware · 3 · 2 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
2 papers
Medical and health informatics · 100%
Artificial intelligence
2 papers
Robot navigation and mapping · 43% Video understanding and tracking · 43% Robot manipulation · 15%
Human-computer interaction and pervasive computing
1 paper
Haptics and multimodal interaction · 50% Human-robot interaction · 50%

Topics — the 8 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Medical and health informatics
computer-assisted intervention
0.212016
Magnetic needle guidance for neurosurgery: Initial design and proof of concept · ICRA 2016
Robotics › Robot navigation and mapping
localization
0.212015
Tracking a magnetically guided catheter with a single rotating C-Arm · ICRA 2015
Computer vision › Video understanding and tracking
multi-camera tracking
0.212015
Tracking a magnetically guided catheter with a single rotating C-Arm · ICRA 2015
Medical and health informatics › image-guided intervention
catheter localization
0.212015
Tracking a magnetically guided catheter with a single rotating C-Arm · ICRA 2015
Medical and health informatics
surgical navigation
0.212015
Tracking a magnetically guided catheter with a single rotating C-Arm · ICRA 2015
Haptics and multimodal interaction › haptic feedback
force feedback
0.212013
A visual and force feedback for multi-robot teleoperation in outdoor environments: A preliminary result · ICRA 2013
Human-robot interaction › teleoperation
multi-robot teleoperation
0.212013
A visual and force feedback for multi-robot teleoperation in outdoor environments: A preliminary result · ICRA 2013
Robotics › Robot manipulation › micromanipulation
magnetic manipulation
0.112016
Magnetic needle guidance for neurosurgery: Initial design and proof of concept · ICRA 2016

Methods — techniques the papers use, named apart from their topics

human-in-the-loop control · 0.5kalman filter · 0.4c-arm rotation · 0.4visual feedback · 0.2psychophysical experiment · 0.2haptic feedback · 0.2
YearPublicationVenuePosition
2023 Enhancing detection performance for robotic harvesting systems through RandAugment
Giwan Lee, Phayuth Yonrith, Doyeob Yeo, Ayoung Hong
Eng. Appl. Artif. Intell.4
2016 Magnetic needle guidance for neurosurgery: Initial design and proof of concept
abstract
A magnetic-tip steerable needle is presented with application to aiding deep brain stimulation electrode placement. The magnetic needle is 1.3mm in diameter at the tip with a 0.7mm diameter shaft, which is selected to match the size of a deep brain stimulation electrode. The tip orientation is controlled by applying torques to the embedded neodymium-iron-boron permanent magnets with a clinically-sized magnetic-manipulation system. The prototype design is capable of following trajectories under human-in-the-loop control with minimum bend radii of 100mm without inducing tissue damage and down to 30mm if some tissue damage is tolerable. The device can be retracted and redirected to reach multiple targets with a single insertion point.
Andrew J. Petruska, Fabio Ruetz, Ayoung Hong, Luca Regli, Oguzkan Surucu, Ajmal Zemmar, Bradley J. Nelson
ICRA3
2015 Tracking a magnetically guided catheter with a single rotating C-Arm
abstract
This paper presents a method to localize a magnetically guided catheter using a single rotating C-Arm. Because the three dimensional position of the catheter tip, when extracted from a single view, contains large uncertainties, we propose to combine multiple views by rotating the C-Arm and using a Kalman filter. The proposed approach yields good tracking performance for several catheter poses and reduces the maximum estimated standard deviation to 0.3 cm after incorporating six views. This represents a 62 percent reduction in three dimensional position uncertainty.
Ayoung Hong, Andrew J. Petruska, Bradley J. Nelson
ICRA1
2013 A visual and force feedback for multi-robot teleoperation in outdoor environments: A preliminary result
abstract
For teleoperation of multiple mobile robots (e.g., unmanned aerial vehicles), a better situational awareness of remote environments is crucial for good performance. Visual and force feedback are the most common ways to perceive the environments accurately using a vision system and a haptic device, respectively. In outdoor environments, however, it is difficult to use adequate/accurate sensors (e.g., global localization system) for haptic feedback of the remote environments as well as the slave robots. In this paper, we propose a visual and force feedback method to enhance a human operator's situational awareness in multi-robot teleoperation by fabricating a global view of the multi-robot system and transmitting velocity information of one, respectively, using only local information of the robots. The proposed visual feedback method, then, is evaluated via two psychophysical experiments: maneuvering and searching tests. Several measures are also proposed to assess the human operator's maneuverability and situational awareness quantitatively.
Ayoung Hong, Heinrich H. Bülthoff, Hyoung Il Son
ICRA1