Motion Planning for Robots and Cars

Optimization-based Path Planning for Person Following using Following Field
Heechan Shin and Sung-eui Yoon
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2020
TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path
Mincheul Kang, Heechan Shin, Donghyuk Kim, and Sung-Eui Yoon
TopIEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2020
Source code: Github ZIP
Adaptive Kernel Inference for Dense and Sharp Occupancy Grids
Youngsun Kwon, Bochang Moon, and Sung-Eui Yoon
TopIEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2020
Source code: Github ZIP
Unsupervised Learning of Optical Flow with Deep Feature Similarity
Woobin Im, Tae-Kyun Kim, and Sung-Eui Yoon
TopEuropean Conference on Computer Vision (ECCV), 2020
Paper Slides Code
Robust Sound Source Localization considering Similarity of Back-Propagation Signals
Inkyu An, Byeongho-Jo, Youngsun Kwon, Jung-woo Choi, and and Sung-Eui Yoon
TopIEEE Int. Conf. on Robotics and Automation (ICRA), 2020
An Objectness Score for Accurate and Fast Detection during Navigation
Hongsun Choi, Mincheul Kang, Youngsun Kwon, and Sung-eui Yoon
The World Congress on Advances in Nano, Bio, Robotics and Energy (ANBRE), 2019
paper arXiv source code
Simultaneous Planning of Sampling and OptimizationStudy on Lazy Evaluation and Configuration Free Space Approximation for Optimal Motion Planning Algorithm
Donghyuk Kim and Sung-Eui Yoon
Autonomous Robots, 2020
Volumetric Tree*: Adaptive Sparse Graph for Effective Exploration of Homotopy Classes
Donghyuk Kim, Mincheul Kang, and Sung-Eui Yoon
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2019
Harmonious Sampling for Mobile Manipulation Planning
Mincheul Kang, Donghyuk Kim, and Sung-Eui Yoon
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2019
Source code: Github ZIP
Intrinsic Motivation Driven Intuitive Physics Learning using Deep Reinforcement Learning with Intrinsic Reward Normalization
JaeWon Choi and Sung-eui Yoon
Arxiv, 2019
Diffraction-Aware Sound Localization for a Non-Line-of-Sight Source
Inkyu An, Doheon Lee, Jung-woo Choi, Dinesh Manocha, and Sung-Eui Yoon
TopIEEE Int. Conf. on Robotics and Automation (ICRA), 2019
Super Rays and Culling Region for Real-Time Updates on Grid-based Occupancy Maps
Youngsun Kwon, Donghyuk Kim, Inkyu An, and Sung-Eui Yoon
TopIEEE Transactions on Robotics (T-RO), 2019
Source code: Github ZIP
Kinodynamic Comfort Trajectory Planning for Car-like Robots
Heechan Shin, Donghyuk Kim, and Sung-Eui Yoon
TopIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018
Source code: ZIP file, github
Adaptive Lazy Collision Checking for Optimal Sampling-based Motion Planning
Donghyuk Kim, Youngsun Kwon, and Sung-Eui Yoon
Int. Conf. on Ubiquitous Robots(UR), 2018
Automated task planning using object arrangement optimization
Mincheul Kang, Youngsun Kwon, and Sung-Eui Yoon
Int. Conf. on Ubiquitous Robots(UR), 2018
Source code: ZIP file, Github page
Dancing PRM* : Simultaneous Planning of Sampling and Optimization with Configuration Free Space Approximation
Donghyuk Kim, Youngsun Kwon, and Sung-Eui Yoon
IEEE Int. Conf. on Robotics and Automation (ICRA), 2018
Reflection-Aware Sound Source Localization
Inkyu An, Myungbae Son, Dinesh Manocha, and Sung-Eui Yoon
IEEE Int. Conf. on Robotics and Automation (ICRA), 2018
DDK-RRT: A Data Driven Kinodynamic RRT for continuous kinodynamic planning with complex dynamics
Junghwan Lee, Heechan Shin, and Sung-Eui Yoon
International Conference on Advanced Robotics(ICAR), 2017
(oral paper) Received the best paper award in robotic planning
Ray Distribution to Parallel Batching-based Updates
Youngsun Kwon and Sung-Eui Yoon
ICRA2017 Workshop on Robotics and Vehicular Technologies for Self-driving cars, 2017
Source code: ZIP file, Github page
PCA based Computation of Illumination-Invariant Space for Road Detection
Taeyoung Kim, Yu-Wing Tai, and Sung-Eui Yoon
WACV, 2017
Source code: ZIP file, Github page
Anytime RRBT for Handling Uncertainty and Dynamic Objects
Hyunchul Yang, Jongwoo Lim, and Sung-Eui Yoon
IROS, 2016
Super Ray based Updates for Occupancy Maps
Youngsun Kwon, Donghyuk Kim, and Sung-Eui Yoon
TopIEEE Int. Conf. on Robotics and Automation (ICRA), 2016
source code
Recursive Path Planning Using Reduced States for Car-like Vehicles on Grid Maps
Sangyol Yoon, Sung-Eui Yoon, Unghui Lee, and David Hyunchul Shim
IEEE Transactions on Intelligent Transportation Systems, 2015
Selective retraction-based RRT planner for various environments
Junghwan Lee, OSung Kwon, Liangjun Zhang, and Sung-Eui Yoon
IEEE Transactions on Robotics (T-RO), 2014
Out-of-Core Proximity Computation for Particle-based Fluid Simulations
Duksu Kim, Myung-Bae Son, Young J. Kim, Jeong-Mo Hong, and Sung-Eui Yoon
High Performance Graphics, 2014
Cloud RRT*: Sampling Cloud based RRT*
Donghyuk Kim, Junghwan Lee, and Sung-Eui Yoon
ICRA, 2014
PROT: Productive Regions-Oriented Task space path planning for hyper-redundant manipulators
Junghwan Lee and Sung-eui Yoon
ICRA, 2014
VLSH: Voronoi-based Locality Sensitive Hashing
Tieu Lin Loi, Jae-Pil Heo, Junghwan Lee, and Sung-Eui Yoon
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS), 2013
Scheduling in Heterogeneous Computing Environments for Proximity Queries
Duksu Kim, Jinkyu Lee, Junghwan Lee, InSik Shin, John Kim, and Sung-eui Yoon
IEEE Transactions on Visualization and Computer Graphics(TVCG), 2013
(the Spotlight Paper for the September issue)
SR-RRT: Selective Retraction-based RRT Planner
Junghwan Lee, OSung Kwon, Liangjun Zhang, and Sung-eui Yoon
IEEE International Conference on Robotics and Automations (ICRA), 2012