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Changhyun Choi
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2020 – today
- 2024
- [j13]Yang Yang
, Houjian Yu
, Xibai Lou
, Yuanhao Liu
, Changhyun Choi
:
Attribute-Based Robotic Grasping With Data-Efficient Adaptation. IEEE Trans. Robotics 40: 1566-1579 (2024) - [c42]Mingen Li, Changhyun Choi:
Learning for Deformable Linear Object Insertion Leveraging Flexibility Estimation from Visual Cues. ICRA 2024: 5183-5189 - [c41]Alireza Rezazadeh, Athreyi Badithela, Karthik Desingh, Changhyun Choi:
SlotGNN: Unsupervised Discovery of Multi-Object Representations and Visual Dynamics. ICRA 2024: 17508-17514 - [i15]Houjian Yu, Mingen Li, Alireza Rezazadeh, Yang Yang, Changhyun Choi:
A Parameter-Efficient Tuning Framework for Language-guided Object Grounding and Robot Grasping. CoRR abs/2409.19457 (2024) - [i14]Mingen Li, Changhyun Choi:
Learning for Deformable Linear Object Insertion Leveraging Flexibility Estimation from Visual Cues. CoRR abs/2410.23428 (2024) - 2023
- [j12]Alireza Rezazadeh
, Changhyun Choi
:
KINet: Unsupervised Forward Models for Robotic Pushing Manipulation. IEEE Robotics Autom. Lett. 8(10): 6195-6202 (2023) - [j11]Changhyun Choi
, Victor Cazcarra-Bes
, Roman Guliaev
, Matteo Pardini
, Konstantinos P. Papathanassiou
, Wenlu Qi
, John Armston, Ralph O. Dubayah:
Large-Scale Forest Height Mapping by Combining TanDEM-X and GEDI Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2374-2385 (2023) - [j10]Changhyun Choi
, Matteo Pardini
, John Armston
, Konstantinos P. Papathanassiou
:
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. 16: 7675-7689 (2023) - [c40]Seok-Kyu Kang, Changhyun Choi
:
FOGL: Federated Object Grasping Learning. ICRA 2023: 5851-5857 - [c39]Xibai Lou, Houjian Yu, Ross Worobel, Yang Yang, Changhyun Choi
:
Adversarial Object Rearrangement in Constrained Environments with Heterogeneous Graph Neural Networks. IROS 2023: 1008-1015 - [c38]Houjian Yu, Xibai Lou, Yang Yang, Changhyun Choi
:
IOSG: Image-Driven Object Searching and Grasping. IROS 2023: 3145-3152 - [c37]Jiacheng Yuan, Changhyun Choi
, Ellad B. Tadmor, Volkan Isler:
Active Planar Mass Distribution Estimation with Robotic Manipulation. IROS 2023: 10785-10791 - [i13]Jiacheng Yuan, Changhyun Choi, Ellad B. Tadmor, Volkan Isler:
Active Mass Distribution Estimation from Tactile Feedback. CoRR abs/2303.01010 (2023) - [i12]Houjian Yu, Xibai Lou, Yang Yang, Changhyun Choi:
IOSG: Image-driven Object Searching and Grasping. CoRR abs/2308.05821 (2023) - [i11]Xibai Lou, Houjian Yu, Ross Worobel, Yang Yang, Changhyun Choi:
Adversarial Object Rearrangement in Constrained Environments with Heterogeneous Graph Neural Networks. CoRR abs/2309.15378 (2023) - [i10]Alireza Rezazadeh, Athreyi Badithela, Karthik Desingh, Changhyun Choi:
SlotGNN: Unsupervised Discovery of Multi-Object Representations and Visual Dynamics. CoRR abs/2310.04617 (2023) - 2022
- [j9]Changhyun Choi
, Yuan Ma
, Xinyi Li
, Sitangshu Chatterjee
, Sneha Sequeira, Rebecca Fenton Friesen
, Jonathan R. Felts
, M. Cynthia Hipwell
:
Surface haptic rendering of virtual shapes through change in surface temperature. Sci. Robotics 7(63) (2022) - [c36]Houjian Yu, Changhyun Choi
:
Self-supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach. ECCV (39) 2022: 621-637 - [c35]Xibai Lou, Yang Yang, Changhyun Choi
:
Learning Object Relations with Graph Neural Networks for Target-Driven Grasping in Dense Clutter. ICRA 2022: 742-748 - [c34]Yang Yang, Xibai Lou, Changhyun Choi
:
Interactive Robotic Grasping with Attribute-Guided Disambiguation. ICRA 2022: 8914-8920 - [c33]Konstantinos Papathanassiou, Roman Guliaev, Changhyun Choi, Lea Albrecht, Noelia Romero-Puig, Alberto Alonso-González
, Jun-Su Kim, Matteo Pardini:
Forest Parameter Estimation by Means of Multi-Baseline Pol-Insar Techniques: State-of-the-Art and Future Challenges. IGARSS 2022: 1123-1124 - [c32]Changhyun Choi, Matteo Pardini, Roman Guliaev, Konstantinos P. Papathanassiou:
Fusion of Tandem-X and Gedi Data for Mapping Forest Height in the Brazilian Amazon. IGARSS 2022: 5429-5431 - [c31]Eddie Sasagawa, Changhyun Choi
:
Fixture-Aware DDQN for Generalized Environment-Enabled Grasping. IROS 2022: 3151-3158 - [i9]Alireza Rezazadeh, Changhyun Choi:
KINet: Keypoint Interaction Networks for Unsupervised Forward Modeling. CoRR abs/2202.09006 (2022) - [i8]Xibai Lou, Yang Yang, Changhyun Choi:
Learning Object Relations with Graph Neural Networks for Target-Driven Grasping in Dense Clutter. CoRR abs/2203.00875 (2022) - [i7]Yang Yang, Xibai Lou, Changhyun Choi:
Interactive Robotic Grasping with Attribute-Guided Disambiguation. CoRR abs/2203.08037 (2022) - [i6]Houjian Yu, Changhyun Choi:
Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach. CoRR abs/2207.09314 (2022) - 2021
- [j8]Changhyun Choi, Matteo Pardini
, Michael Heym, Konstantinos P. Papathanassiou
:
Improving Forest Height-To-Biomass Allometry With Structure Information: A Tandem-X Study. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10415-10427 (2021) - [c30]Changhyun Choi, Yuan Ma, Sneha Sequeira, Sitangshu Chatterjee, Xinyi Li, Jonathan R. Felts, M. Cynthia Hipwell:
Effect of Surface Temperature on Finger Friction and Perception in Electroadhesion. WHC 2021: 680-684 - [c29]Hengyue Liang, Xibai Lou, Yang Yang, Changhyun Choi
:
Learning Visual Affordances with Target-Orientated Deep Q-Network to Grasp Objects by Harnessing Environmental Fixtures. ICRA 2021: 2562-2568 - [c28]Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi
:
Attribute-Based Robotic Grasping with One-Grasp Adaptation. ICRA 2021: 6357-6363 - [c27]Xibai Lou, Yang Yang, Changhyun Choi
:
Collision-Aware Target-Driven Object Grasping in Constrained Environments. ICRA 2021: 6364-6370 - [c26]Victor Cazcarra-Bes, Matteo Pardini, Changhyun Choi, Roman Guliaev, Konstantinos P. Papathanassiou:
Tandem-X and Gedi Data Fusion for a Continuous Forest Height Mapping at Large Scales. IGARSS 2021: 796-799 - [c25]Duk-Jin Kim, Changhyun Choi, Jungkyo Jung, Ji-Hwan Hwang:
Optimal InSAR Conditions for Monitoring Creek Changes in Tidal Flats. IGARSS 2021: 1315-1318 - [i5]Xibai Lou, Yang Yang, Changhyun Choi:
Collision-Aware Target-Driven Object Grasping in Constrained Environments. CoRR abs/2104.00776 (2021) - [i4]Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi:
Attribute-Based Robotic Grasping with One-Grasp Adaptation. CoRR abs/2104.02271 (2021) - 2020
- [j7]Yang Yang
, Hengyue Liang
, Changhyun Choi
:
A Deep Learning Approach to Grasping the Invisible. IEEE Robotics Autom. Lett. 5(2): 2232-2239 (2020) - [j6]Xinyi Li
, Changhyun Choi
, Yuan Ma
, Perawat Boonpuek
, Jonathan R. Felts, Joe Mullenbach, Craig D. Shultz, J. Edward Colgate
, M. Cynthia Hipwell
:
Electrowetting: A Consideration in Electroadhesion. IEEE Trans. Haptics 13(3): 522-529 (2020) - [c24]Xibai Lou, Yang Yang, Changhyun Choi
:
Learning to Generate 6-DoF Grasp Poses with Reachability Awareness. ICRA 2020: 1532-1538 - [c23]Joseph DelPreto, Jeffrey I. Lipton, Lindsay Sanneman, Aidan J. Fay, Christopher K. Fourie, Changhyun Choi
, Daniela Rus:
Helping Robots Learn: A Human-Robot Master-Apprentice Model Using Demonstrations via Virtual Reality Teleoperation. ICRA 2020: 10226-10233 - [c22]Changhyun Choi, Roman Guliaev, Victor Cazcarra-Bes, Matteo Pardini, Konstantinos P. Papathanassiou:
Forest Height Estimation from Tandem-X InSAR Coherence Magnitude Towards Large Scale Applications. IGARSS 2020: 3413-3415
2010 – 2019
- 2019
- [c21]Changhyun Choi, Matteo Pardini, Konstantinos Papathanassiou:
A Structure-Based Framework for the Combination of GEDI and Tandem-X Measurements Over Forest Scenarios. IGARSS 2019: 4488-4490 - [i3]Yang Yang, Hengyue Liang, Changhyun Choi:
A Deep Learning Approach to Grasping the Invisible. CoRR abs/1909.04840 (2019) - [i2]Hengyue Liang, Xibai Lou, Changhyun Choi:
Knowledge Induced Deep Q-Network for a Slide-to-Wall Object Grasping. CoRR abs/1910.03781 (2019) - [i1]Xibai Lou, Yang Yang, Changhyun Choi:
Learning to Generate 6-DoF Grasp Poses with Reachability Awareness. CoRR abs/1910.06404 (2019) - 2018
- [j5]Changhyun Choi
, Wilko Schwarting, Joseph DelPreto, Daniela Rus:
Learning Object Grasping for Soft Robot Hands. IEEE Robotics Autom. Lett. 3(3): 2370-2377 (2018) - [j4]Changhyun Choi, Duk-jin Kim
:
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. 11(3): 919-929 (2018) - [c20]Guy Rosman, Changhyun Choi
, Mehmet Remzi Dogar
, John W. Fisher III, Daniela Rus:
Task-Specific Sensor Planning for Robotic Assembly Tasks. ICRA 2018: 2932-2939 - [c19]Changhyun Choi, Matteo Pardini, Konstantinos Papathanassiou:
Quantification of Horizontal Forest Structure from High Resolution Tandem-X Interferometric Coherences. IGARSS 2018: 376-379 - 2017
- [c18]Liam Paull, Jacopo Tani, Heejin Ahn
, Javier Alonso-Mora
, Luca Carlone, Michal Cáp, Yu Fan Chen, Changhyun Choi
, Jeff Dusek, Yajun Fang, Daniel Hoehener, Shih-Yuan Liu, Michael Novitzky, Igor Franzoni Okuyama, Jason Pazis, Guy Rosman, Valerio Varricchio, Hsueh-Cheng Wang, Dmitry S. Yershov, Hang Zhao, Michael Benjamin, Christopher Carr
, Maria T. Zuber, Sertac Karaman, Emilio Frazzoli, Domitilla Del Vecchio, Daniela Rus, Jonathan P. How, John J. Leonard, Andrea Censi:
Duckietown: An open, inexpensive and flexible platform for autonomy education and research. ICRA 2017: 1497-1504 - [c17]Duk-jin Kim, Changhyun Choi, Jungkyo Jung, Ki-mook Kang
, Seung Hee Kim, Ji-Hwan Hwang:
Intertidal flat topographies measured by long-baseline airborne sar and tandem-x. IGARSS 2017: 2987-2990 - 2016
- [j3]Changhyun Choi
, Henrik I. Christensen
:
RGB-D object pose estimation in unstructured environments. Robotics Auton. Syst. 75: 595-613 (2016) - [c16]Changhyun Choi
, Daniela Rus:
Probabilistic visual verification for robotic assembly manipulation. ICRA 2016: 5656-5663 - [c15]Changhyun Choi, Duk-jin Kim:
Evaluation of long-baseline TanDEM-X DEM in tidal flat. IGARSS 2016: 336-339 - [c14]Duk-jin Kim, Changhyun Choi, Jungkyo Jung, Ki-mook Kang
, Seung Hee Kim, Ji-Hwan Hwang:
Measurements of intertidal flat topography using a long-baseline airborne interferometric SAR. IGARSS 2016: 7655-7658 - [c13]Changhyun Choi
, Joseph DelPreto, Daniela Rus:
Using Vision for Pre- and Post-grasping Object Localization for Soft Hands. ISER 2016: 601-612 - 2015
- [b1]Changhyun Choi:
Visual object perception in unstructured environments. Georgia Institute of Technology, Atlanta, GA, USA, 2015 - [j2]Mehmet Remzi Dogar
, Ross A. Knepper, Andrew Spielberg, Changhyun Choi
, Henrik I. Christensen
, Daniela Rus:
Multi-scale assembly with robot teams. Int. J. Robotics Res. 34(13): 1645-1659 (2015) - 2014
- [c12]Mehmet Remzi Dogar
, Ross A. Knepper, Andrew Spielberg, Changhyun Choi
, Henrik I. Christensen
, Daniela Rus:
Towards Coordinated Precision Assembly with Robot Teams. ISER 2014: 655-669 - 2013
- [c11]Changhyun Choi
, Henrik I. Christensen
:
RGB-D object tracking: A particle filter approach on GPU. IROS 2013: 1084-1091 - [c10]Changhyun Choi
, Alexander J. B. Trevor, Henrik I. Christensen
:
RGB-D edge detection and edge-based registration. IROS 2013: 1568-1575 - 2012
- [j1]Changhyun Choi
, Henrik I. Christensen
:
Robust 3D visual tracking using particle filtering on the special Euclidean group: A combined approach of keypoint and edge features. Int. J. Robotics Res. 31(4): 498-519 (2012) - [c9]Hye Yeon Nam, Changhyun Choi
:
Artistic robot please smile. CHI Extended Abstracts 2012: 967-970 - [c8]Changhyun Choi
, Yuichi Taguchi, Oncel Tuzel, Ming-Yu Liu, Srikumar Ramalingam:
Voting-based pose estimation for robotic assembly using a 3D sensor. ICRA 2012: 1724-1731 - [c7]Changhyun Choi
, Henrik I. Christensen
:
3D pose estimation of daily objects using an RGB-D camera. IROS 2012: 3342-3349 - [c6]Changhyun Choi
, Henrik I. Christensen
:
3D textureless object detection and tracking: An edge-based approach. IROS 2012: 3877-3884 - 2011
- [c5]Hye Yeon Nam, Changhyun Choi
, Sam Mendenhall:
Please smile. Creativity & Cognition 2011: 423-424 - [c4]Changhyun Choi
, Henrik I. Christensen
:
Robust 3D visual tracking using particle filtering on the SE(3) group. ICRA 2011: 4384-4390 - 2010
- [c3]Changhyun Choi
, Henrik I. Christensen
:
Real-time 3D model-based tracking using edge and keypoint features for robotic manipulation. ICRA 2010: 4048-4055
2000 – 2009
- 2009
- [c2]Changhyun Choi
, Henrik I. Christensen
:
Cognitive vision for efficient scene processing and object categorization in highly cluttered environments. IROS 2009: 4267-4274 - 2008
- [c1]Changhyun Choi
, Seungmin Baek, Sukhan Lee:
Real-time 3D object pose estimation and tracking for natural landmark based visual servo. IROS 2008: 3983-3989
Coauthor Index
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