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Frank C. Park 0001
Frank Chongwoo Park – 박종우
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- unicode name: 박종우
- affiliation: Seoul National University, School of Mechanical and Aerospace Engineering
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2020 – today
- 2024
- [j69]Taeyoon Lee, Jaewoon Kwon, Patrick M. Wensing, Frank C. Park:
Robot Model Identification and Learning: A Modern Perspective. Annu. Rev. Control. Robotics Auton. Syst. 7(1) (2024) - [c66]Jungbin Lim, Jihwan Kim, Yonghyeon Lee, Cheongjae Jang, Frank C. Park:
Graph Geometry-Preserving Autoencoders. ICML 2024 - [i9]Sangwoong Yoon, Himchan Hwang, Dohyun Kwon, Yung-Kyun Noh, Frank C. Park:
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models. CoRR abs/2407.00626 (2024) - [i8]Yonghyeon Lee, Byeongho Lee, Seungyeon Kim, Frank C. Park:
Motion Manifold Flow Primitives for Language-Guided Trajectory Generation. CoRR abs/2407.19681 (2024) - 2023
- [b1]Kyu Min Park, Frank C. Park:
Collision Detection for Robot Manipulators: Methods and Algorithms. Springer Tracts in Advanced Robotics 155, Springer 2023, ISBN 978-3-031-30194-0, pp. 1-111 - [j68]Frank C. Park:
Ruminations on CES, Robotics, and the Future [President's Message]. IEEE Robotics Autom. Mag. 30(1): 5-6 (2023) - [j67]Frank C. Park, Nukula Viswanadham, Ken Goldberg, Michael Yu Wang, Yu Sun, MengChu Zhou, Bengt Lennartson, Fan-Tien Cheng:
Peter Luh, the Father of Automation [In Memoriam]. IEEE Robotics Autom. Mag. 30(1): 112-113 (2023) - [j66]Frank C. Park:
The Education of a Roboticist [President's Message]. IEEE Robotics Autom. Mag. 30(2): 6 (2023) - [j65]Frank C. Park:
Robotics and Automation Practice [President's Message]. IEEE Robotics Autom. Mag. 30(3): 5 (2023) - [j64]Frank C. Park:
Reviewing the IEEE Robotics and Automation Society's Growth and Success the Past Two Years [President's Message]. IEEE Robotics Autom. Mag. 30(4): 6 (2023) - [j63]Frank C. Park, Nukula Viswanadham, Ken Goldberg, Michael Yu Wang, Yu Sun, MengChu Zhou, Bengt Lennartson, Fan-Tien Cheng:
In Memoriam. IEEE Trans Autom. Sci. Eng. 20(2): 739-740 (2023) - [j62]Seungyeon Kim, Taegyun Ahn, Yonghyeon Lee, Jihwan Kim, Michael Yu Wang, Frank C. Park:
DSQNet: A Deformable Model-Based Supervised Learning Algorithm for Grasping Unknown Occluded Objects. IEEE Trans Autom. Sci. Eng. 20(3): 1721-1734 (2023) - [c65]Seungyeon Kim, Young Hun Kim, Yonghyeon Lee, Frank C. Park:
Leveraging 3D Reconstruction for Mechanical Search on Cluttered Shelves. CoRL 2023: 822-848 - [c64]Byeongho Lee, Yonghyeon Lee, Seungyeon Kim, Minjun Son, Frank C. Park:
Equivariant Motion Manifold Primitives. CoRL 2023: 1199-1221 - [c63]Jihwan Kim, Frank Chongwoo Park:
PairwiseNet: Pairwise Collision Distance Learning for High-dof Robot Systems. CoRL 2023: 2863-2877 - [c62]Cheongjae Jang, Yonghyeon Lee, Yung-Kyun Noh, Frank C. Park:
Geometrically regularized autoencoders for non-Euclidean data. ICLR 2023 - [c61]Sangwoong Yoon, Frank C. Park, Gunsu S. Yun, Iljung Kim, Yung-Kyun Noh:
Variational Weighting for Kernel Density Ratios. NeurIPS 2023 - [c60]Sangwoong Yoon, Young-Uk Jin, Yung-Kyun Noh, Frank C. Park:
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach. NeurIPS 2023 - [c59]Yonghyeon Lee, Frank C. Park:
On Explicit Curvature Regularization in Deep Generative Models. TAG-ML 2023: 505-518 - [i7]Yonghyeon Lee, Frank Chongwoo Park:
On Explicit Curvature Regularization in Deep Generative Models. CoRR abs/2309.10237 (2023) - [i6]Sangwoong Yoon, Young-Uk Jin, Yung-Kyun Noh, Frank C. Park:
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach. CoRR abs/2310.18677 (2023) - [i5]Sangwoong Yoon, Frank Chongwoo Park, Gunsu S. Yun, Iljung Kim, Yung-Kyun Noh:
Variational Weighting for Kernel Density Ratios. CoRR abs/2311.03001 (2023) - [i4]Sangwoong Yoon, Dohyun Kwon, Himchan Hwang, Yung-Kyun Noh, Frank C. Park:
Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning. CoRR abs/2312.03397 (2023) - 2022
- [j61]Jaewoon Kwon, Seunghyun Kim, Frank C. Park:
Physically Consistent Lie Group Mesh Models for Robot Design and Motion Co-Optimization. IEEE Robotics Autom. Lett. 7(4): 9501-9508 (2022) - [j60]Frank C. Park:
Greetings From the 2022 IEEE Robotics and Automation Society President [President's Message]. IEEE Robotics Autom. Mag. 29(1): 6-7 (2022) - [j59]Frank C. Park:
Reaffirming Our Values as a Global Community [President's Message]. IEEE Robotics Autom. Mag. 29(2): 6-8 (2022) - [j58]Frank C. Park:
Reflections on ICRA 2022 [President's Message]. IEEE Robotics Autom. Mag. 29(3): 8 (2022) - [j57]Frank C. Park:
Rethinking the Research Paper [President's Message]. IEEE Robotics Autom. Mag. 29(4): 6 (2022) - [j56]Pilhwa Lee, Frank C. Park:
On the Existence and Computation of Minimum Attention Optimal Control Laws. IEEE Trans. Autom. Control. 67(5): 2576-2581 (2022) - [c58]Seungyeon Kim, Byeongdo Lim, Yonghyeon Lee, Frank C. Park:
SE(2)-Equivariant Pushing Dynamics Models for Tabletop Object Manipulations. CoRL 2022: 427-436 - [c57]Yonghyeon Lee, Sangwoong Yoon, Minjun Son, Frank Chongwoo Park:
Regularized Autoencoders for Isometric Representation Learning. ICLR 2022 - [c56]Yonghyeon Lee, Seungyeon Kim, Jinwon Choi, Frank Chongwoo Park:
A Statistical Manifold Framework for Point Cloud Data. ICML 2022: 12378-12402 - [c55]Cheongjae Jang, Sungyoon Lee, Frank C. Park, Yung-Kyun Noh:
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry. NeurIPS 2022 - [i3]Sangwoong Yoon, Jinwon Choi, Yonghyeon Lee, Yung-Kyun Noh, Frank Chongwoo Park:
Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers. CoRR abs/2208.10940 (2022) - 2021
- [j55]Cheongjae Jang, Yung-Kyun Noh, Frank Chongwoo Park:
A Riemannian geometric framework for manifold learning of non-Euclidean data. Adv. Data Anal. Classif. 15(3): 673-699 (2021) - [j54]Taeyoon Lee, Bryan D. Lee, Frank C. Park:
Optimal excitation trajectories for mechanical systems identification. Autom. 131: 109773 (2021) - [j53]Yonghyeon Lee, Jonghyuk Baek, Young Min Kim, Frank Chongwoo Park:
IMAT: The Iterative Medial Axis Transform. Comput. Graph. Forum 40(6): 162-181 (2021) - [j52]Sang-Hoon Ji, Sukhan Lee, Sujeong Yoo, Il Hong Suh, In-So Kweon, Frank C. Park, Sang Hyoung Lee, Hongseok Kim:
Learning-Based Automation of Robotic Assembly for Smart Manufacturing. Proc. IEEE 109(4): 423-440 (2021) - [j51]Kyu Min Park, Jihwan Kim, Jinhyuk Park, Frank C. Park:
Learning-Based Real-Time Detection of Robot Collisions Without Joint Torque Sensors. IEEE Robotics Autom. Lett. 6(1): 103-110 (2021) - [j50]Jaewoon Kwon, Keunjun Choi, Frank C. Park:
Kinodynamic Model Identification: A Unified Geometric Approach. IEEE Trans. Robotics 37(4): 1100-1114 (2021) - [c54]Sangwoong Yoon, Yung-Kyun Noh, Frank Chongwoo Park:
Autoencoding Under Normalization Constraints. ICML 2021: 12087-12097 - [c53]Yonghyeon Lee, Hyeokjun Kwon, Frank C. Park:
Neighborhood Reconstructing Autoencoders. NeurIPS 2021: 536-546 - [i2]Sangwoong Yoon, Yung-Kyun Noh, Frank Chongwoo Park:
Autoencoding Under Normalization Constraints. CoRR abs/2105.05735 (2021) - 2020
- [j49]Seunghyeon Kim, Yung-Kyun Noh, Frank C. Park:
Efficient neural network compression via transfer learning for machine vision inspection. Neurocomputing 413: 294-304 (2020) - [j48]Taeyoon Lee, Patrick M. Wensing, Frank C. Park:
Geometric Robot Dynamic Identification: A Convex Programming Approach. IEEE Trans. Robotics 36(2): 348-365 (2020)
2010 – 2019
- 2019
- [j47]Eunsuk Chong, Jinhyuk Park, Hyungmin Kim, Frank C. Park:
A Generative Neural Network for Learning Coordinated Reach-Grasp Motions. IEEE Robotics Autom. Lett. 4(3): 2769-2776 (2019) - [c52]Sangwoo Park, Frank C. Park, Junhyuk Choi, Hyungmin Kim:
EEG-based Gait State and Gait Intention Recognition Using Spatio-Spectral Convolutional Neural Network. BCI 2019: 1-3 - 2018
- [j46]Yung-Kyun Noh, Masashi Sugiyama, Song Liu, Marthinus Christoffel du Plessis, Frank Chongwoo Park, Daniel D. Lee:
Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence. Neural Comput. 30(7) (2018) - [j45]Yung-Kyun Noh, Jihun Hamm, Frank Chongwoo Park, Byoung-Tak Zhang, Daniel D. Lee:
Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 40(1): 92-105 (2018) - [j44]Byungchul An, Jinkyu Kim, Frank C. Park:
An Adaptive Stepsize RRT Planning Algorithm for Open-Chain Robots. IEEE Robotics Autom. Lett. 3(1): 312-319 (2018) - [j43]Taeyoon Lee, Frank C. Park:
A Geometric Algorithm for Robust Multibody Inertial Parameter Identification. IEEE Robotics Autom. Lett. 3(3): 2455-2462 (2018) - [j42]Wooyoung Kim, Jihoon Song, Frank C. Park:
Closed-Form Position and Orientation Estimation for a Three-Axis Electromagnetic Tracking System. IEEE Trans. Ind. Electron. 65(5): 4331-4337 (2018) - [c51]Taeyoon Lee, Jaewoon Kwon, Frank C. Park:
A Natural Adaptive Control Law for Robot Manipulators. IROS 2018: 1-9 - [c50]Seongjae Jeong, Byungheon Kim, Sumin Park, Eugene Park, Alexander Spinos, Devin Carroll, Thulani Tsabedze, Yulai Weng, TaeWon Seo, Mark Yim, Frank C. Park, JongWon Kim:
Variable Topology Truss: Hardware Overview, Reconfiguration Planning and Locomotion. UR 2018: 610-615 - 2017
- [j41]Eunsuk Chong, Chulwoo Han, Frank C. Park:
Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies. Expert Syst. Appl. 83: 187-205 (2017) - [j40]Eunsuk Chong, Frank Chongwoo Park:
Movement prediction for a lower limb exoskeleton using a conditional restricted Boltzmann machine. Robotica 35(11): 2177-2200 (2017) - [j39]Junhyoung Ha, Frank C. Park, Pierre E. Dupont:
Optimizing Tube Precurvature to Enhance the Elastic Stability of Concentric Tube Robots. IEEE Trans. Robotics 33(1): 22-37 (2017) - [c49]Youngsuk Hong, Jinkyu Kim, Frank C. Park:
Comparative analysis of energy-based criteria for dynamics-based robot motion optimization. CCTA 2017: 175-180 - [c48]Seunghyeon Kim, Wooyoung Kim, Yung-Kyun Noh, Frank Chongwoo Park:
Transfer learning for automated optical inspection. IJCNN 2017: 2517-2524 - [c47]Yung-Kyun Noh, Masashi Sugiyama, Kee-Eung Kim, Frank C. Park, Daniel D. Lee:
Generative Local Metric Learning for Kernel Regression. NIPS 2017: 2452-2462 - 2016
- [j38]Jinkyu Kim, Inyoung Ko, Frank C. Park:
Randomized path planning for tasks requiring the release and regrasp of objects. Adv. Robotics 30(4): 270-283 (2016) - [j37]Beobkyoon Kim, Terry Taewoong Um, Chansu Suh, Frank C. Park:
Tangent bundle RRT: A randomized algorithm for constrained motion planning. Robotica 34(1): 202-225 (2016) - [j36]Junhyoung Ha, Frank C. Park, Pierre E. Dupont:
Elastic Stability of Concentric Tube Robots Subject to External Loads. IEEE Trans. Biomed. Eng. 63(6): 1116-1128 (2016) - [j35]Junhyoung Ha, Donghoon Kang, Frank Chongwoo Park:
A Stochastic Global Optimization Algorithm for the Two-Frame Sensor Calibration Problem. IEEE Trans. Ind. Electron. 63(4): 2434-2446 (2016) - [c46]Cheongjae Jang, Junhyoung Ha, Pierre E. Dupont, Frank Chongwoo Park:
Toward on-line parameter estimation of concentric tube robots using a mechanics-based kinematic model. IROS 2016: 2400-2405 - [c45]Jeongseok Lee, C. Karen Liu, Frank C. Park, Siddhartha S. Srinivasa:
A Linear-Time Variational Integrator for Multibody Systems. WAFR 2016: 352-367 - [p2]Jorge Angeles, Frank Chongwoo Park:
Design and Performance Evaluation. Springer Handbook of Robotics, 2nd Ed. 2016: 399-418 - [i1]Jeongseok Lee, C. Karen Liu, Frank C. Park, Siddhartha S. Srinivasa:
A Linear-Time Variational Integrator for Multibody Systems. CoRR abs/1609.02898 (2016) - 2015
- [j34]Antonio Bicchi, Ken Goldberg, Eugenio Guglielmelli, Allison M. Okamura, Frank C. Park:
Navigating the New RAS Publications Landscape [From the Editors' Desks]. IEEE Robotics Autom. Mag. 22(4): 4 (2015) - [c44]Changmook Chun, Seung-Jong Kim, Jisoo Hong, Frank Chongwoo Park:
Gaussian process learning and interpolation of gait motion for rehabilitation robots. ICARA 2015: 198-203 - [c43]Hyungan Oh, Byungchul An, Anthony L. Smith, Madhusudan Raghavan, Frank C. Park:
An RFID localization algorithm for a plug-in electric vehicle recharging robot. ICCE 2015: 176-177 - [r1]Frank C. Park:
Parallel Robots. Encyclopedia of Systems and Control 2015 - 2014
- [j33]Inyoung Ko, Beobkyoon Kim, Frank Chongwoo Park:
Randomized path planning on vector fields. Int. J. Robotics Res. 33(13): 1664-1682 (2014) - [j32]Minyeon Han, Frank C. Park:
DTI Segmentation and Fiber Tracking Using Metrics on Multivariate Normal Distributions. J. Math. Imaging Vis. 49(2): 317-334 (2014) - [j31]Junghyun Kwon, Hee Seok Lee, Frank C. Park, Kyoung Mu Lee:
A Geometric Particle Filter for Template-Based Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 36(4): 625-643 (2014) - [c42]Yung-Kyun Noh, Masashi Sugiyama, Song Liu, Marthinus Christoffel du Plessis, Frank Chongwoo Park, Daniel D. Lee:
Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence. AISTATS 2014: 669-677 - [c41]Hyuk Kang, Frank Chongwoo Park:
Configuration space learning for constrained manipulation tasks using Gaussian processes. Humanoids 2014: 1088-1093 - [c40]Frank C. Park:
Robotics and manufacturing. ICARCV 2014 - [c39]Frank C. Park:
Towards a theory of robot motor control. ICARCV 2014 - [c38]Beobkyoon Kim, Junhyoung Ha, Frank C. Park, Pierre E. Dupont:
Optimizing curvature sensor placement for fast, accurate shape sensing of continuum robots. ICRA 2014: 5374-5379 - [c37]Junhyoung Ha, Frank Chongwoo Park, Pierre E. Dupont:
Achieving elastic stability of concentric tube robots through optimization of tube precurvature. IROS 2014: 864-870 - [c36]Cheongjae Jang, Jee-eun Lee, Sohee Lee, Frank C. Park:
A Minimum Attention Control Law for Ball Catching. Living Machines 2014: 154-165 - [c35]Jinkyu Kim, Inyoung Ko, Frank C. Park:
Randomized path planning on foliated configuration spaces. URAI 2014: 209-214 - 2013
- [j30]Jaeyoung Han, Frank Chongwoo Park:
A multitasking architecture for humanoid robot programming. Intell. Serv. Robotics 6(3): 121-136 (2013) - [j29]Frank C. Park:
Robotics in Korea [Regional]. IEEE Robotics Autom. Mag. 20(1): 99-100 (2013) - [j28]Frank C. Park:
Editorial Message From the Incoming Editor-in-Chief. IEEE Trans. Robotics 29(6): 1341 (2013) - [c34]Inyoung Ko, Beobkyoon Kim, Frank Chongwoo Park:
VF-RRT: Introducing optimization into randomized motion planning. ASCC 2013: 1-5 - [c33]Yung-Kyun Noh, Frank Chongwoo Park, Daniel D. Lee:
k-Nearest Neighbor Classification Algorithm for Multiple Choice Sequential Sampling. CogSci 2013 - [c32]Alchan Yoon, Junghyun Kwon, Frank C. Park:
A loop closure technique for monocular SLAM with locally planar landmarks. URAI 2013: 602-603 - 2012
- [j27]Sohee Lee, Marion Leibold, Martin Buss, Frank Chongwoo Park:
Rollover Prevention of Mobile Manipulators using Invariance Control and Recursive analytic Zmp Gradients. Adv. Robotics 26(11-12): 1317-1341 (2012) - [c31]Sohee Lee, Frank Chongwoo Park:
Mobile Robot Motion Primitives That Take into Account the Cost of Control. ARK 2012: 429-436 - [c30]Byungchul An, Hyuk Kang, Frank C. Park:
Grasp motion learning with Gaussian Process Dynamic Models. CASE 2012: 1114-1119 - [c29]Sohee Lee, Marion Leibold, Martin Buss, Frank C. Park:
Online stability compensation of mobile manipulators using recursive calculation of ZMP gradients. ICRA 2012: 850-855 - [c28]Hyuk Kang, Frank C. Park:
Humanoid motion optimization via nonlinear dimension reduction. ICRA 2012: 1444-1449 - [c27]Yung-Kyun Noh, Frank Chongwoo Park, Daniel D. Lee:
Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification. NIPS 2012: 1934-1942 - 2011
- [c26]Chansu Suh, Terry Taewoong Um, Beobkyoon Kim, Hakjong Noh, Munsang Kim, Frank C. Park:
Tangent space RRT: A randomized planning algorithm on constraint manifolds. ICRA 2011: 4968-4973 - 2010
- [j26]Junghyun Kwon, Frank C. Park:
Visual Tracking via Particle Filtering on the Affine Group. Int. J. Robotics Res. 29(2-3): 198-217 (2010) - [c25]Hyuk Kang, Byungchul An, Frank C. Park:
A switching formula for optimal gait transitions. ROBIO 2010: 30-35
2000 – 2009
- 2009
- [c24]Junghyun Kwon, Kyoung Mu Lee, Frank Chongwoo Park:
Visual tracking via geometric particle filtering on the affine group with optimal importance functions. CVPR 2009: 991-998 - [c23]Bokman Lim, Beobkyoon Kim, Frank Chongwoo Park, D. W. Hong:
Movement primitives for three-legged locomotion over uneven terrain. ICRA 2009: 2374-2379 - 2008
- [j25]Soonkyum Kim, Frank Chongwoo Park:
Fast Robot Motion Generation Using Principal Components: Framework and Algorithms. IEEE Trans. Ind. Electron. 55(6): 2506-2516 (2008) - [j24]Junghyun Kwon, Frank C. Park:
Natural Movement Generation Using Hidden Markov Models and Principal Components. IEEE Trans. Syst. Man Cybern. Part B 38(5): 1184-1194 (2008) - [c22]Bokman Lim, Jan Babic, Frank C. Park:
Optimal jumps for biarticular legged robots. ICRA 2008: 226-231 - [p1]Jorge Angeles, Frank C. Park:
Performance Evaluation and Design Criteria. Springer Handbook of Robotics 2008: 229-244 - 2007
- [j23]Junghyun Kwon, Minseok Choi, Frank Chongwoo Park, Changmook Chun:
Particle filtering on the Euclidean group: framework and applications. Robotica 25(6): 725-737 (2007) - [j22]Seok Lee, Minseok Choi, Hyungmin Kim, Frank Chongwoo Park:
Geometric Direct Search Algorithms for Image Registration. IEEE Trans. Image Process. 16(9): 2215-2224 (2007) - [j21]Juyong Park, Jaeyoung Haan, Frank C. Park:
Convex Optimization Algorithms for Active Balancing of Humanoid Robots. IEEE Trans. Robotics 23(4): 817-822 (2007) - [c21]Junghyun Kwon, Minseok Choi, Changmook Chun, Frank Chongwoo Park:
Particle Filtering on the Euclidean Group. ICRA 2007: 3552-3557 - 2006
- [c20]Juyong Park, Frank C. Park:
A convex optimization algorithm for stabilizing whole-body motions of humanoid robots. ARK 2006: 157-166 - [c19]Junghyun Kwon, Frank C. Park:
Using Hidden Markov Models to Generate Natural Humanoid Movement. IROS 2006: 1990-1995 - 2005
- [j20]DoYong Kwon, Frank C. Park, Dong Pyo Chi:
Inextensible flows of curves and developable surfaces. Appl. Math. Lett. 18(10): 1156-1162 (2005) - [j19]Sung-Hee Lee, Junggon Kim, Frank Chongwoo Park, Munsang Kim, James E. Bobrow:
Newton-Type Algorithms for Dynamics-Based Robot Movement Optimization. IEEE Trans. Robotics 21(4): 657-667 (2005) - [c18]Bokman Lim, Syungkwon Ra, Frank C. Park:
Movement Primitives, Principal Component Analysis, and the Efficient Generation of Natural Motions. ICRA 2005: 4630-4635 - 2004
- [j18]Sanghoon Yeo, Jinwook Kim, Sung-Hee Lee, Frank Chongwoo Park, Wooram Park, Junggon Kim, Changbeom Park, Intaeck Yeo:
A modular object-oriented framework for hierarchical multi-resolution robot simulation. Robotica 22(2): 141-154 (2004) - [c17]Frank Chongwoo Park, Byungsoo Park, Munsang Kim, Bhubaneswar Mishra:
Noise sensitivity analysis of statistically consistent optimal structure from motion. IROS 2004: 3698-3703 - 2003
- [j17]Seungwoong Gwak, Junggon Kim, Frank Chongwoo Park:
Numerical optimization on the Euclidean group with applications to camera calibration. IEEE Trans. Robotics Autom. 19(1): 65-74 (2003) - [c16]