Under Review

M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition
  • Moon, Jiyong+; Lee, Junseok; Lee, Yunju; Park, Seongsik*
  • Neurocomputing
  • arXiv:2308.02161
Bi-Directional Attention for Generalized Zero-Shot Learning
  • Lee, Junseok+; Cao, Jinming*; Kim, Jihie, Zimmermann, Roger; Park, Seongsik*
  • Computational Visual Media
Class Incremental Learning via Feature Space Calibration
  • Kim, Jeonghoon+; Cao, Jinming*; Kim, Jihie, Zimmermann, Roger; Park, Seongsik*
  • Computational Visual Media
SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild
  • Moon, Jiyong+; Park, Seongsik*
  • IEEE Transactions on Affective Computing
  • arXiv:2303.07648

Journal

Robust Visual Detection of Brake-Lights in Front for Commercialized Dashboard Camera [doi]
  • Moon, Jiyong+; Park, Seongsik*
  • PLOS ONE (2023)
sEMG-Based Gesture Recognition using Temporal History [doi]
  • Hong, Chaerin+; Park, Seongsik; Kim, Keehoon*
  • IEEE Transactions on Biomedical Engineering (accepted)
Training-Free Bayesian Self-Adaptive Classification for sEMG Pattern Recognition Including Motion Transition [doi]
  • Park, Seongsik+; Chung, Wan Kyun; Kim, Keehoon*
  • IEEE Transactions on Biomedical Engineering 67 (7), 1775-1786 (2019)
  • SCIE, JCR 15.52%, IF 4.424 (2019)
Hierarchical Motion Segmentation through sEMG for Continuous Lower Limb Motions [doi]
  • Park, Seongsik+; Lee, Donghyeon; Chung, Wan Kyun; Kim, Keehoon*
  • IEEE Robotics and Automation Letters 4 (4), 4402-4409 (2019)
  • SCIE, JCR 19.64%, IF 3.608 (2019)
Programming by Demonstration using the Teleimpedance Control Scheme: Verification by an sEMG-Controlled Ball-Trapping Robot [doi]
  • Park, Seongsik+; Lee, Woongyong; Chung, Wan Kyun; Kim, Keehoon*
  • IEEE Transactions on Industrial Informatics 15 (2), 998-1006 (2018)
  • SCIE, JCR 1.09%, IF 7.377 (2018)

Refereed Conference

Bayesian Filter for sEMG to Reduce Fall Detection Time: Preliminary Study
  • Lee, Junseo+; Park, Junwoo; Park, Seongsik*
  • The 22nd International Symposium on Advanced Intelligent Systems (ISIS) (2021)
Localizing a Needle Tip using 2D Microscope Images and Detecting Vertical Approach of a Needle Based on Focus Measures for Intracellular Microneedle Insertion [doi]
  • Park, Seongsik+; Chung, Wan Kyun*
  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2567-2571 (2016)
Tele-Impedance Control of Virtual System with Visual Feedback to Verify Adaptation of Unstable Dynamics during Reach-to-Point Tasks [doi]
  • Park, Seongsik+; Chung, Wan Kyun*
  • IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), 1283-1289 (2016)
Dynamic Motion Phase Segmentation using sEMG during Countermovement Jump based on Hidden Semi-Markov Model [doi]
  • Park, Seongsik+; Suh, Il Hong; Chung, Wan Kyun*
  • IEEE International Conference on Robotics and Automation (ICRA), 1461-1467 (2015)
Dynamic Motion Phase Segmentation using Electromyogram
  • Park, Seongsik+; Chung, Wan Kyun*
  • IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 202-203 (2015)
Decoding Surface Electromyogram into Dynamic State to Extract Dynamic Motor Control Strategy of Human [doi]
  • Park, Seongsik+; Chung, Wan Kyun*
  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 1427-1433 (2014)
Autonomous Segmentation of Motion Primitive Including Muscular Activation using Variational Bayesian Mixture of Gaussian
  • Park, Seongsik+; Chung, Wan Kyun*
  • IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 1-4 (2013)
Nonlinear Robust Internal Loop Compensator for Robust Control of Robotic Manipulators [doi]
  • Kim, Min Jun+; Park, Seongsik; Chung, Wan Kyun*
  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2742-2748 (2012)
Combined Method of Weighted Least Norm and Gradient Projection for Avoiding Joint Limit
  • Park, Seongsik+; Chung, Wan Kyun*
  • IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), 798-799 (2012)

Domestic

Combining Contrastive Learning and Destruction/Construction Learning for Training Facial Expression Recognition Models
  • Moon, Jiyong+; Park, Seongsik*
  • 2023 Korea Computer Congress (KCC)
Effective Visual-Semantic Interaction in Zero-Shot Learning with Attribute-Assisted Transformers
  • Lee, Junseok+; Park, Seongsik*
  • 2023 Korea Computer Congress (KCC)
Increase Performance by Data Augmentation in Pose Estimation Task with Occluded Situation
  • Lee, Yunju+; Park, Seongsik*
  • 2023 Korea Computer Congress (KCC)
The Robust Weight Conversion Learning for Classification of Occlusion Images [doi]
  • Kim, Jeonghoon+; Ryu, Jeh-Kwang*; Park, Seongsik*
  • Journal of Korea Robotics Society (accepted)
Bi-Direction Attention for Zero-Shot Learning
  • Lee, Junseok+; Park, Seongsik*
  • Korea Robotics Society Annual Conference (2023)
Analysis of Relation between Generative Model for Restoration of Occlusion Situation and Batch Sizes
  • Lee, Yunju+; Moon, Jiyong; Park, Seongsik*
  • Korea Robotics Society Annual Conference (2023)
Classic Augmentation and DCGAN Combination for Generating Various Fake Defect Images
  • Lee, Junseok+; Park, Seongsik*
  • Joint Conference on Communications and Information (2022)
Training-Free sEMG Pattern Recognition Algorithm: a Case Study of a Patient with Partial-Hand Amputation [doi]
  • Park, Seongsik+; Lee, Hyun-Joo; Chung, Wan Kyun; Kim, Keehoon*
  • Journal of Korea Robotics Society 14 (3), 211-220 (2019)
Ball Trapping: Impedance Programming by Demonstration using sEMG
  • Park, Seongsik+; Lee, Woongyong; Chung, Wan Kyun; Kim, Keehoon*
  • Korea Robotics Society Annual Conference (2018)
  • Outstanding Paper Award
Simulation Study of Planar 2-DOF Arm Model for Velocity-Dependent Stiffness Modulation using iLQR Algorithm
  • Park, Seongsik+; Chung, Wan Kyun*
  • Korea Robotics Society Annual Conference (2013)
  • Outstanding Paper Award

Patent

센서융합 위치측정 시스템
  • 출원번호: 10-2022-0176808
  • 발명자: 박성식
  • 기술이전
차량 및 차량을 이용하여 전방 차량의 정지 동작을 판단하는 방법
  • 출원번호: 10-2022-0011468
  • 발명자: 문지용, 박성식, 이준석
단말 및 단말을 이용하여 근육의 활성화 시점을 판단하는 방법
  • 출원번호: 10-2022-0011467
  • 발명자: 박성식, 이준석

Last Updated on August 15, 2023