{"id":1146,"date":"2020-08-07T15:44:41","date_gmt":"2020-08-07T15:44:41","guid":{"rendered":"https:\/\/hurolab.org\/?page_id=1146"},"modified":"2026-05-29T08:58:49","modified_gmt":"2026-05-29T08:58:49","slug":"publication","status":"publish","type":"page","link":"https:\/\/spark-lab.com\/?page_id=1146","title":{"rendered":"Publication"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\" id=\"journal\">Journal<\/h3>\n\n\n\n<p>Bi-Directional Attention for Generalized Zero-Shot Learning [<a href=\"https:\/\/dx.doi.org\/10.26599\/CVM.2025.9450401\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Junseok+;<\/strong> Cao, Jinming*; Yin, Yifang; Kim, Jihie, Zimmermann, Roger; <strong>Park, Seongsik<\/strong>*<\/li>\n\n\n\n<li><em>Computational Visual Media<\/em> 11 (5), 983-1003 (2025)<\/li>\n<\/ul>\n\n\n\n<p>Class Incremental Learning via Feature Space Calibration [<a href=\"https:\/\/dx.doi.org\/10.26599\/CVM.2025.9450426\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kim, Jeonghoon+;<\/strong> Cao, Jinming*; Kim, Jihie, Zimmermann, Roger; <strong>Park, Seongsik<\/strong>*<\/li>\n\n\n\n<li><em>Computational Visual Media<\/em> 11 (5), 1025-1039 (2025)<\/li>\n<\/ul>\n\n\n\n<p>M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition [<a href=\"https:\/\/doi.org\/10.3390\/app14198710\">doi<\/a>] [<a href=\"https:\/\/arxiv.org\/abs\/2308.02161\">arXiv<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Moon, Jiyong+; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>Applied Sciences<\/em> 14 (19), 8710 (2024)<\/li>\n<\/ul>\n\n\n\n<p>SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild [<a href=\"https:\/\/dx.doi.org\/10.1109\/TAFFC.2024.3470980\">doi<\/a>] [<a href=\"https:\/\/arxiv.org\/abs\/2303.07648v1\">arXiv<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Moon, Jiyong+; <\/strong>Jang, Hyeryung; <strong>Park, Seongsik<\/strong>*<\/li>\n\n\n\n<li><em>IEEE Transactions on Affective Computing<\/em> 16 (2), 799-813 (2024)<\/li>\n<\/ul>\n\n\n\n<p>Robust Visual Detection of Brake-Lights in Front for Commercialized Dashboard Camera [<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0289700\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Moon, Jiyong+; Park, Seongsik<\/strong>*<\/li>\n\n\n\n<li><em>PLOS ONE<\/em> 18 (8), e0289700 (2023)<\/li>\n<\/ul>\n\n\n\n<p>sEMG-Based Gesture Recognition using Temporal History [<a href=\"https:\/\/doi.org\/10.1109\/TBME.2023.3261336\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hong, Chaerin+;<strong> Park, Seongsik; <\/strong>Kim, Keehoon*<\/li>\n\n\n\n<li><em>IEEE Transactions on Biomedical Engineering<\/em> 70 (9), 2655-2666 (2023)<\/li>\n<\/ul>\n\n\n\n<p>Training-Free Bayesian Self-Adaptive Classification for sEMG Pattern Recognition Including Motion Transition [<a href=\"https:\/\/doi.org\/10.1109\/TBME.2019.2947089\" data-type=\"URL\" data-id=\"https:\/\/doi.org\/10.1109\/TBME.2019.2947089\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun; Kim, Keehoon*<\/li>\n\n\n\n<li><em>IEEE Transactions on Biomedical Engineering<\/em> 67 (7), 1775-1786 (2019)<\/li>\n\n\n\n<li><em>SCIE, JCR 15.52%, IF 4.424 (2019)<\/em><\/li>\n<\/ul>\n\n\n\n<p>Hierarchical Motion Segmentation through sEMG for Continuous Lower Limb Motions [<a href=\"https:\/\/doi.org\/10.1109\/LRA.2019.2932343\" data-type=\"URL\" data-id=\"https:\/\/doi.org\/10.1109\/LRA.2019.2932343\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Lee, Donghyeon; Chung, Wan Kyun; Kim, Keehoon*<\/li>\n\n\n\n<li><em>IEEE Robotics and Automation Letters<\/em> 4 (4), 4402-4409 (2019)<\/li>\n\n\n\n<li><em>SCIE, JCR 19.64%, IF 3.608 (2019)<\/em><\/li>\n<\/ul>\n\n\n\n<p>Programming by Demonstration using the Teleimpedance Control Scheme: Verification by an sEMG-Controlled Ball-Trapping Robot [<a href=\"https:\/\/doi.org\/10.1109\/TII.2018.2876676\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Lee, Woongyong; Chung, Wan Kyun; Kim, Keehoon*<\/li>\n\n\n\n<li><em>IEEE Transactions on Industrial Informatics<\/em> 15 (2), 998-1006 (2018)<\/li>\n\n\n\n<li><em>SCIE, JCR 1.09%, IF 7.377 (2018)<\/em><\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"conference\">Refereed Conference<\/h3>\n\n\n\n<p>Developing a Deep Learning Model for Automated Scoring of Digital Base TVMS-R<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kang, Sura; Ryu, Jeh-Kwang; <strong>Park, Seongsik<\/strong>; Ju, Yumi<\/li>\n\n\n\n<li><em>The 8th Asia Pacific Occupational Therapy Congress (APOTC)<\/em> (2024)<\/li>\n<\/ul>\n\n\n\n<p>Bayesian Filter for sEMG to Reduce Fall Detection Time: Preliminary Study<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Junseo+; Park, Junwoo; Park, Seongsik<\/strong>*<\/li>\n\n\n\n<li><em>The 22nd International Symposium on Advanced Intelligent Systems (ISIS)<\/em> (2021)<\/li>\n<\/ul>\n\n\n\n<p>Localizing a Needle Tip using 2D Microscope Images and Detecting Vertical Approach of a Needle Based on Focus Measures for Intracellular Microneedle Insertion [<a href=\"https:\/\/doi.org\/10.1109\/IROS.2016.7759399\" data-type=\"URL\" data-id=\"https:\/\/doi.org\/10.1109\/IROS.2016.7759399\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS)<\/em>, 2567-2571 (2016)<\/li>\n<\/ul>\n\n\n\n<p>Tele-Impedance Control of Virtual System with Visual Feedback to Verify Adaptation of Unstable Dynamics during Reach-to-Point Tasks [<a href=\"https:\/\/doi.org\/10.1109\/BIOROB.2016.7523808\" data-type=\"URL\" data-id=\"https:\/\/doi.org\/10.1109\/BIOROB.2016.7523808\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE RAS\/EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob)<\/em>, 1283-1289 (2016)<\/li>\n<\/ul>\n\n\n\n<p>Dynamic Motion Phase Segmentation using sEMG during Countermovement Jump based on Hidden Semi-Markov Model [<a href=\"https:\/\/doi.org\/10.1109\/ICRA.2015.7139382\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Suh, Il Hong; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE International Conference on Robotics and Automation<\/em> (ICRA), 1461-1467 (2015)<\/li>\n<\/ul>\n\n\n\n<p>Dynamic Motion Phase Segmentation using Electromyogram<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)<\/em>, 202-203 (2015)<\/li>\n<\/ul>\n\n\n\n<p>Decoding Surface Electromyogram into Dynamic State to Extract Dynamic Motor Control Strategy of Human [<a href=\"https:\/\/doi.org\/10.1109\/IROS.2014.6942744\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS)<\/em>, 1427-1433 (2014)<\/li>\n<\/ul>\n\n\n\n<p>Autonomous Segmentation of Motion Primitive Including Muscular Activation using Variational Bayesian Mixture of Gaussian<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)<\/em>, 1-4 (2013)<\/li>\n<\/ul>\n\n\n\n<p>Nonlinear Robust Internal Loop Compensator for Robust Control of Robotic Manipulators [<a href=\"https:\/\/doi.org\/10.1109\/IROS.2012.6386207\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kim, Min Jun+; <strong>Park, Seongsik<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS)<\/em>, 2742-2748 (2012)<\/li>\n<\/ul>\n\n\n\n<p>Combined Method of Weighted Least Norm and Gradient Projection for Avoiding Joint Limit<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI)<\/em>, 798-799 (2012)<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"domestic\">Domestic Journal<\/h3>\n\n\n\n<p>Change Point Detection using Bayesian Filter [<a href=\"https:\/\/doi.org\/10.7746\/jkros.2025.20.3.388\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+*;<\/strong><\/li>\n\n\n\n<li><em>Journal of Korea Robotics Society<\/em> 20 (3), 388-395 (2025)<\/li>\n<\/ul>\n\n\n\n<p>Bayesian Onset Measure of sEMG for Fall Prediction [<a href=\"https:\/\/doi.org\/10.7746\/jkros.2024.19.2.213\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+;<\/strong> Kim, Keehoon*<\/li>\n\n\n\n<li><em>Journal of Korea Robotics Society<\/em> 19 (2), 213-220 (2024)<\/li>\n<\/ul>\n\n\n\n<p>The Robust Weight Conversion Learning for Classification of Occlusion Images [<a href=\"http:\/\/dx.doi.org\/10.7746\/jkros.2023.18.1.122\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kim, Jeonghoon+; <\/strong>Ryu, Jeh-Kwang*<strong>; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>Journal of Korea Robotics Society<\/em> 18 (1), 122-126 (2023)<\/li>\n<\/ul>\n\n\n\n<p>Training-Free sEMG Pattern Recognition Algorithm: a Case Study of a Patient with Partial-Hand Amputation [<a href=\"https:\/\/doi.org\/10.7746\/jkros.2019.14.3.211\" data-type=\"URL\" data-id=\"https:\/\/doi.org\/10.7746\/jkros.2019.14.3.211\">doi<\/a>]<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Lee, Hyun-Joo; Chung, Wan Kyun; Kim, Keehoon*<\/li>\n\n\n\n<li><em>Journal of Korea Robotics Society<\/em> 14 (3), 211-220 (2019)<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"domestic\">Domestic Conference<\/h3>\n\n\n\n<p>Combining Contrastive Learning and Destruction\/Construction Learning for Training Facial Expression Recognition Models<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Moon, Jiyong+; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>2023 Korea Computer Congress (KCC)<\/em><\/li>\n<\/ul>\n\n\n\n<p>Effective Visual-Semantic Interaction in Zero-Shot Learning with Attribute-Assisted Transformers<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Junseok+; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>2023 Korea Computer Congress (KCC)<\/em><\/li>\n<\/ul>\n\n\n\n<p>Increase Performance by Data Augmentation in Pose Estimation Task with Occluded Situation<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Yunju+; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em><em>2023 Korea Computer Congress (KCC)<\/em><\/em><\/li>\n<\/ul>\n\n\n\n<p>Bi-Direction Attention for Zero-Shot Learning<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Junseok+; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>Korea Robotics Society Annual Conference <\/em>(2023)<\/li>\n<\/ul>\n\n\n\n<p>Analysis of Relation between Generative Model for Restoration of Occlusion Situation and Batch Sizes<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Yunju+; Moon, Jiyong; Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>Korea Robotics Society Annual Conference <\/em>(2023)<\/li>\n<\/ul>\n\n\n\n<p>Classic Augmentation and DCGAN Combination for Generating Various Fake Defect Images<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lee, Junseok+<\/strong>; <strong>Park, Seongsik*<\/strong><\/li>\n\n\n\n<li><em>Joint Conference on Communications and Information<\/em> (2022)<\/li>\n<\/ul>\n\n\n\n<p>Ball Trapping: Impedance Programming by Demonstration using sEMG<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Lee, Woongyong; Chung, Wan Kyun; Kim, Keehoon*<\/li>\n\n\n\n<li><em>Korea Robotics Society Annual Conference<\/em> (2018)<\/li>\n\n\n\n<li>Outstanding Paper Award<\/li>\n<\/ul>\n\n\n\n<p>Simulation Study of Planar 2-DOF Arm Model for Velocity-Dependent Stiffness Modulation using iLQR Algorithm<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Park, Seongsik+<\/strong>; Chung, Wan Kyun*<\/li>\n\n\n\n<li><em>Korea Robotics Society Annual Conference<\/em> (2013)<\/li>\n\n\n\n<li>Outstanding Paper Award<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"domestic\">Patent<\/h3>\n\n\n\n<h5 class=\"wp-block-heading\">\uc13c\uc11c\uc735\ud569 \uc704\uce58\uce21\uc815 \uc2dc\uc2a4\ud15c<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucd9c\uc6d0\ubc88\ud638: 10-2022-0176808<\/li>\n\n\n\n<li>\ubc1c\uba85\uc790: <strong>\ubc15\uc131\uc2dd<\/strong><\/li>\n\n\n\n<li>\uae30\uc220 \uc774\uc804<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\ucc28\ub7c9 \ubc0f \ucc28\ub7c9\uc744 \uc774\uc6a9\ud558\uc5ec \uc804\ubc29 \ucc28\ub7c9\uc758 \uc815\uc9c0 \ub3d9\uc791\uc744 \ud310\ub2e8\ud558\ub294 \ubc29\ubc95<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucd9c\uc6d0\ubc88\ud638: 10-2022-0011468<\/li>\n\n\n\n<li>\ubc1c\uba85\uc790: <strong>\ubb38\uc9c0\uc6a9<\/strong>, <strong>\ubc15\uc131\uc2dd<\/strong>, <strong>\uc774\uc900\uc11d<\/strong><\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\ub2e8\ub9d0 \ubc0f \ub2e8\ub9d0\uc744 \uc774\uc6a9\ud558\uc5ec \uadfc\uc721\uc758 \ud65c\uc131\ud654 \uc2dc\uc810\uc744 \ud310\ub2e8\ud558\ub294 \ubc29\ubc95<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucd9c\uc6d0\ubc88\ud638: 10-2022-0011467<\/li>\n\n\n\n<li>\ubc1c\uba85\uc790: <strong>\ubc15\uc131\uc2dd<\/strong>, <strong>\uc774\uc900\uc11d<\/strong><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Journal Bi-Directional Attention for Generalized Zero-Shot Learning [doi] Class Incremental Learning via Feature Space Calibration [doi] M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition [doi] [arXiv] SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild [doi] [arXiv] Robust Visual Detection of Brake-Lights in Front for Commercialized Dashboard Camera [doi] sEMG-Based Gesture&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"no","footnotes":""},"class_list":["post-1146","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publication - SPARK Lab.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/spark-lab.com\/?page_id=1146\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publication - SPARK Lab.\" \/>\n<meta property=\"og:description\" content=\"Journal Bi-Directional Attention for Generalized Zero-Shot Learning [doi] Class Incremental Learning via 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