Changhyun Choi

Orcid: 0000-0003-4715-3576

According to our database1, Changhyun Choi authored at least 60 papers between 2008 and 2024.

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Bibliography

2024
Attribute-Based Robotic Grasping With Data-Efficient Adaptation.
IEEE Trans. Robotics, 2024

A Parameter-Efficient Tuning Framework for Language-guided Object Grounding and Robot Grasping.
CoRR, 2024

SlotGNN: Unsupervised Discovery of Multi-Object Representations and Visual Dynamics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Learning for Deformable Linear Object Insertion Leveraging Flexibility Estimation from Visual Cues.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
KINet: Unsupervised Forward Models for Robotic Pushing Manipulation.
IEEE Robotics Autom. Lett., October, 2023

Forest Biomass Mapping Using Continuous InSAR and Discrete Waveform Lidar Measurements: A TanDEM-X/GEDI Test Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Active Mass Distribution Estimation from Tactile Feedback.
CoRR, 2023

Active Planar Mass Distribution Estimation with Robotic Manipulation.
IROS, 2023

IOSG: Image-Driven Object Searching and Grasping.
IROS, 2023

Adversarial Object Rearrangement in Constrained Environments with Heterogeneous Graph Neural Networks.
IROS, 2023

FOGL: Federated Object Grasping Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Surface haptic rendering of virtual shapes through change in surface temperature.
Sci. Robotics, 2022

KINet: Keypoint Interaction Networks for Unsupervised Forward Modeling.
CoRR, 2022

Fixture-Aware DDQN for Generalized Environment-Enabled Grasping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Forest Parameter Estimation by Means of Multi-Baseline Pol-Insar Techniques: State-of-the-Art and Future Challenges.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fusion of Tandem-X and Gedi Data for Mapping Forest Height in the Brazilian Amazon.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Learning Object Relations with Graph Neural Networks for Target-Driven Grasping in Dense Clutter.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Interactive Robotic Grasping with Attribute-Guided Disambiguation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Self-supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Improving Forest Height-To-Biomass Allometry With Structure Information: A Tandem-X Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Optimal InSAR Conditions for Monitoring Creek Changes in Tidal Flats.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Tandem-X and Gedi Data Fusion for a Continuous Forest Height Mapping at Large Scales.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Collision-Aware Target-Driven Object Grasping in Constrained Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Visual Affordances with Target-Orientated Deep Q-Network to Grasp Objects by Harnessing Environmental Fixtures.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Attribute-Based Robotic Grasping with One-Grasp Adaptation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Effect of Surface Temperature on Finger Friction and Perception in Electroadhesion.
Proceedings of the IEEE World Haptics Conference, 2021

2020
Electrowetting: A Consideration in Electroadhesion.
IEEE Trans. Haptics, 2020

A Deep Learning Approach to Grasping the Invisible.
IEEE Robotics Autom. Lett., 2020

Forest Height Estimation from Tandem-X InSAR Coherence Magnitude Towards Large Scale Applications.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Learning to Generate 6-DoF Grasp Poses with Reachability Awareness.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Helping Robots Learn: A Human-Robot Master-Apprentice Model Using Demonstrations via Virtual Reality Teleoperation.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Knowledge Induced Deep Q-Network for a Slide-to-Wall Object Grasping.
CoRR, 2019

A Structure-Based Framework for the Combination of GEDI and Tandem-X Measurements Over Forest Scenarios.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Optimum Baseline of a Single-Pass In-SAR System to Generate the Best DEM in Tidal Flats.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Learning Object Grasping for Soft Robot Hands.
IEEE Robotics Autom. Lett., 2018

Quantification of Horizontal Forest Structure from High Resolution Tandem-X Interferometric Coherences.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Task-Specific Sensor Planning for Robotic Assembly Tasks.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Intertidal flat topographies measured by long-baseline airborne sar and tandem-x.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017


2016
RGB-D object pose estimation in unstructured environments.
Robotics Auton. Syst., 2016

Using Vision for Pre- and Post-grasping Object Localization for Soft Hands.
Proceedings of the International Symposium on Experimental Robotics, 2016

Measurements of intertidal flat topography using a long-baseline airborne interferometric SAR.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Evaluation of long-baseline TanDEM-X DEM in tidal flat.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Probabilistic visual verification for robotic assembly manipulation.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Visual object perception in unstructured environments.
PhD thesis, 2015

Multi-scale assembly with robot teams.
Int. J. Robotics Res., 2015

2014
Towards Coordinated Precision Assembly with Robot Teams.
Proceedings of the Experimental Robotics, 2014

2013
RGB-D edge detection and edge-based registration.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

RGB-D object tracking: A particle filter approach on GPU.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

2012
Robust 3D visual tracking using particle filtering on the special Euclidean group: A combined approach of keypoint and edge features.
Int. J. Robotics Res., 2012

3D textureless object detection and tracking: An edge-based approach.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

3D pose estimation of daily objects using an RGB-D camera.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Voting-based pose estimation for robotic assembly using a 3D sensor.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Artistic robot please smile.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Robust 3D visual tracking using particle filtering on the SE(3) group.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Please smile.
Proceedings of the 8th Conference on Creativity & Cognition, 2011

2010
Real-time 3D model-based tracking using edge and keypoint features for robotic manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Cognitive vision for efficient scene processing and object categorization in highly cluttered environments.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

2008
Real-time 3D object pose estimation and tracking for natural landmark based visual servo.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008


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