Sungho Suh - RankMe

130 papers A* 4A 1B 6C 3Misc 6Journal 82Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	COA-HAR: Exploring contrastive online test-time adaptation for wearable sensor-based human activity recognition using sensor data augmentation. Expert Syst. Appl. Vítor Fortes Rey, Pedro Martelleto Bressane Rezende, Bo Zhou, Sungho Suh, Paul Lukowicz
2026	J	`jnl`	CoSS: Co-optimizing sensor and sampling rate for data-efficient human activity recognition. Expert Syst. Appl. Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, Paul Lukowicz
2026	J	`jnl`	Interpretable Multimodal Gesture Recognition for Drone and Mobile Robot Teleoperation via Log-Likelihood Ratio Fusion. CoRR Seungyeol Baek, Jaspreet Singh, Lala Shakti Swarup Ray, Hymalai Bello, Paul Lukowicz, Sungho Suh
2026	J	`jnl`	OpenMarcie: Dataset for Multimodal Action Recognition in Industrial Environments. CoRR Hymalai Bello, Lala Shakti Swarup Ray, Joanna Sorysz, Sungho Suh, Paul Lukowicz
2025	A*	`conf`	ChairPose: Pressure-based Chair Morphology Grounded Sitting Pose Estimation through Simulation-Assisted Training. UIST Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Paul Lukowicz, Sungho Suh
2025	J	`jnl`	ChairPose: Pressure-based Chair Morphology Grounded Sitting Pose Estimation through Simulation-Assisted Training. CoRR Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Paul Lukowicz, Sungho Suh
2025	B	`conf`	DisQu: Investigating the Impact of Disorder in Quantum Generative Models. IJCNN Yannick Werner, Jasmin Frkatovic, Vítor Fortes Rey, Matthias Tschöpe, Sungho Suh, Paul Lukowicz, Nikolaos Palaiodimopoulos, Maximilian Kiefer-Emmanouilidis
2025	J	`jnl`	Exploration and exploitation in continual learning. Neural Networks Kiseong Hong, Hyundong Jin, Sungho Suh, Eunwoo Kim
2025	—	`conf`	Generative AI and Foundation Models for Human Sensing (GenAI4HS). UbiComp Companion Harish Haresamudram, Chi Ian Tang, Megha Thukral, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz, Thomas Plötz
2025	—	`conf`	Initial Findings on Sensor based Open Vocabulary Activity Recognition via Text Embedding Inversion. PerCom Workshops Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	Initial Findings on Sensor based Open Vocabulary Activity Recognition via Text Embedding Inversion. CoRR Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	MoCaPose: Motion Capture with Textile-Integrated Capacitive Sensors A New Approach to Wearable Tracking. GetMobile Mob. Comput. Commun. Bo Zhou, Daniel Geißler, Lala Shakti Swarup Ray, Vitor F. Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz
2025	Misc	`conf`	OV-HHIR: Open Vocabulary Human Interaction Recognition Using Cross-modal Integration of Large Language Models. ICASSP Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	OV-HHIR: Open Vocabulary Human Interaction Recognition Using Cross-modal Integration of Large Language Models. CoRR Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	On the Generalization Limits of Quantum Generative Adversarial Networks with Pure State Generators. CoRR Jasmin Frkatovic, Akash Malemath, Ivan Kankeu, Yannick Werner, Matthias Tschöpe, Vítor Fortes Rey, Sungho Suh, Paul Lukowicz, Nikolaos Palaiodimopoulos, Maximilian Kiefer-Emmanouilidis
2025	J	`jnl`	PACL+: Online continual learning using proxy-anchor and contrastive loss with Gaussian replay for sensor-based human activity recognition. Expert Syst. Appl. Dhruv Aditya Mittal, Vítor Fortes Rey, Hymalai Bello, Paul Lukowicz, Sungho Suh
2025	J	`jnl`	PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition. CoRR Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz
2025	J	`jnl`	Past, Present, and Future of Sensor-based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Plötz
2025	A*	`conf`	RAD: Region-Aware Diffusion Models for Image Inpainting. CVPR Sora Kim, Sungho Suh, Minsik Lee
2025	Misc	`conf`	SImpHAR: Advancing Impedance-based Human Activity Recognition using 3D Simulation and Text to Motion Models. ISWC Lala Shakti Swarup Ray, Mengxi Liu, Deepika Gurung, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	SImpHAR: Advancing impedance-based human activity recognition using 3D simulation and text-to-motion models. CoRR Lala Shakti Swarup Ray, Mengxi Liu, Deepika Gurung, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	A	`conf`	SPACE: SPAtial-Aware Consistency rEgularization for Anomaly Detection in Industrial Applications. WACV Daehwan Kim, Hyungmin Kim, Daun Jeong, Sungho Suh, Hansang Cho
2025	—	`conf`	Spend More to Save More (SM2): An Energy and Hardware-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization. ARCS Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition. CoRR Lala Shakti Swarup Ray, Lars Krupp, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	J	`jnl`	TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Lala Shakti Swarup Ray, Lars Krupp, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz
2025	—	`conf`	User Experience in Task Guidance: Comparing Mixed Reality Devices with Traditional Vision-Based Systems. ISMAR-Adjunct Joanna Sorysz, Najy Fannoun, Jakob Karolus, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	Misc	`conf`	A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors. ICASSP Davinder Pal Singh, Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	—	`conf`	A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms. ICPR (32) Lala Shakti Swarup Ray, Bo Zhou, Lars Krupp, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	A comprehensive evaluation of marker-based, markerless methods for loose garment scenarios in varying camera configurations. Frontiers Comput. Sci. Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation. Knowl. Based Syst. Hyungmin Kim, Sungho Suh, Sunghyun Baek, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
2024	—	`conf`	ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-Based Human Activity Recognition. ICPR (29) Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion. CoRR Lala Shakti Swarup Ray, Daniel Geißler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	—	`conf`	BeSound: Bluetooth-Based Position Estimation Enhancing with Cross-Modality Distillation. ABC Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
2024	J	`jnl`	BeSound: Bluetooth-Based Position Estimation Enhancing with Cross-Modality Distillation. CoRR Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
2024	J	`jnl`	Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets. CoRR Daniel Geissler, Dominique Nshimyimana, Vítor Fortes Rey, Sungho Suh, Bo Zhou, Paul Lukowicz
2024	J	`jnl`	CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition. CoRR Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	ContextMix: A context-aware data augmentation method for industrial visual inspection systems. CoRR Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, Junmo Kim
2024	J	`jnl`	ContextMix: A context-aware data augmentation method for industrial visual inspection systems. Eng. Appl. Artif. Intell. Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, Junmo Kim
2024	—	`conf`	Fault Diagnosis of Indium Tin Oxide Electrodes by Multi-channel S-parameter Patterns. ICEIC Sungho Suh, Haebom Lee, Tae Yeob Kang
2024	—	`conf`	Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure Prediction. ICEIC Sungho Suh, Haebom Lee, Tae Yeob Kang
2024	J	`jnl`	LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions. CoRR Lars Krupp, Jonas Bley, Isacco Gobbi, Alexander Geng, Sabine Müller, Sungho Suh, Ali Moghiseh, Arcesio Castañeda Medina, Valeria Bartsch, Artur Widera, Herwig Ott, Paul Lukowicz, Jakob Karolus, Maximilian Kiefer-Emmanouilidis
2024	—	`conf`	MeciFace: Mechanomyography and Inertial Fusion-Based Glasses for Edge Real-Time Recognition of Facial and Eating Activities. UCAmI Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
2024	J	`jnl`	Past, Present, and Future of Sensor-based Human Activity Recognition using Wearables: A Surveying Tutorial on a Still Challenging Task. CoRR Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz
2024	J	`jnl`	RAD: Region-Aware Diffusion Models for Image Inpainting. CoRR Sora Kim, Sungho Suh, Minsik Lee
2024	—	`conf`	Real-Time and on-the-Edge Multiple Channel Capacitive and Inertial Fusion-Based Glove. BODYNETS (A) Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
2024	J	`jnl`	SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications. CoRR Daehwan Kim, Hyungmin Kim, Daun Jeong, Sungho Suh, Hansang Cho
2024	—	`conf`	Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition. ABC Parham Zolfaghari, Vítor Fortes Rey, Lala Shakti Swarup Ray, Hyun Kim, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition. CoRR Parham Zolfaghari, Vítor Fortes Rey, Lala Shakti Swarup Ray, Hyun Kim, Sungho Suh, Paul Lukowicz
2024	—	`conf`	Solving the Sensor-Based Activity Recognition Problem (SOAR): Self-Supervised, Multi-Modal Recognition of Activities from Wearable Sensors. UbiComp Companion Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Plötz
2024	J	`jnl`	Spend More to Save More (SM2): An Energy-Aware Implementation of Successive Halving for Sustainable Hyperparameter Optimization. CoRR Daniel Geissler, Bo Zhou, Sungho Suh, Paul Lukowicz
2024	—	`conf`	TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines. ICPR (25) Hymalai Bello, Daniel Geißler, Sungho Suh, Bo Zhou, Paul Lukowicz
2024	J	`jnl`	TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines. CoRR Hymalai Bello, Daniel Geißler, Sungho Suh, Bo Zhou, Paul Lukowicz
2024	—	`conf`	Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR. PerCom Workshops Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Lars Krupp, Vítor Fortes Rey, Paul Lukowicz
2024	J	`jnl`	Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR. CoRR Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Lars Krupp, Vítor Fortes Rey, Paul Lukowicz
2024	—	`conf`	The Power of Training: How Different Neural Network Setups Influence the Energy Demand. ARCS Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	The Power of Training: How Different Neural Network Setups Influence the Energy Demand. CoRR Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz
2024	J	`jnl`	Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field. IEEE Internet Things J. Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
2023	—	`conf`	A Knowledge Distillation Framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image. ISBI Jwalin Bhatt, Yaroslav Zharov, Sungho Suh, Tilo Baumbach, Vincent Heuveline, Paul Lukowicz
2023	J	`jnl`	A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image. CoRR Jwalin Bhatt, Yaroslav Zharov, Sungho Suh, Tilo Baumbach, Vincent Heuveline, Paul Lukowicz
2023	J	`jnl`	A Novel Local-Global Feature Fusion Framework for Body-weight Exercise Recognition with Pressure Mapping Sensors. CoRR Davinder Pal Singh, Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2023	—	`conf`	CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control. UbiComp/ISWC Adjunct Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
2023	J	`jnl`	CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control. CoRR Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
2023	C	`conf`	Chemical Property-Guided Neural Networks for Naphtha Composition Prediction. INDIN Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
2023	J	`jnl`	Chemical Property-Guided Neural Networks for Naphtha Composition Prediction. CoRR Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
2023	J	`jnl`	ClothFit: Cloth-Human-Attribute Guided Virtual Try-On Network Using 3D Simulated Dataset. CoRR Yunmin Cho, Lala Shakti Swarup Ray, Kundan Sai Prabhu Thota, Sungho Suh, Paul Lukowicz
2023	B	`conf`	ClothFit: Cloth-Human-Attribute Guided Virtual Try-on Network Using 3D Simulated Dataset. ICIP Yunmin Cho, Lala Shakti Swarup Ray, Kundan Sai Prabhu Thota, Sungho Suh, Paul Lukowicz
2023	—	`conf`	FaceEat: Facial and Eating Activities Recognition with Inertial and Mechanomyography Fusion using a Glasses-Based Design for Real-Time and on-the-Edge Inference. UbiComp/ISWC Adjunct Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
2023	—	`conf`	FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. ASAP Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
2023	J	`jnl`	FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. CoRR Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
2023	J	`jnl`	Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli Ghinani, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos
2023	J	`jnl`	In situ Fault Diagnosis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns. CoRR Tae Yeob Kang, Haebom Lee, Sungho Suh
2023	J	`jnl`	InMyFace: Inertial and Mechanomyography-Based Sensor Fusion for Wearable Facial Activity Recognition. CoRR Hymalai Bello, Luis Alfredo Sanchez Marin, Sungho Suh, Bo Zhou, Paul Lukowicz
2023	J	`jnl`	InMyFace: Inertial and mechanomyography-based sensor fusion for wearable facial activity recognition. Inf. Fusion Hymalai Bello, Luis Alfredo Sanchez Marin, Sungho Suh, Bo Zhou, Paul Lukowicz
2023	J	`jnl`	MeciFace: Mechanomyography and Inertial Fusion based Glasses for Edge Real-Time Recognition of Facial and Eating Activities. CoRR Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
2023	J	`jnl`	MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Bo Zhou, Daniel Geissler, Marc Faulhaber, Clara Elisabeth Gleiss, Esther Friederike Zahn, Lala Shakti Swarup Ray, David Fosca Gamarra, Vítor Fortes Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz
2023	—	`conf`	PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation. PerCom Workshops Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2023	J	`jnl`	PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation. CoRR Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2023	J	`jnl`	PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps. CoRR Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz
2023	A*	`conf`	Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery. ICCV Hyungmin Kim, Sungho Suh, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
2023	J	`jnl`	Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery. CoRR Hyungmin Kim, Sungho Suh, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
2023	J	`jnl`	Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks. CoRR Sungho Suh, Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Paul Lukowicz
2023	J	`jnl`	SREL: Severity Rating Ensemble Learning for Non-Destructive Fault Diagnosis of Cu Interconnects using S-parameter Patterns. CoRR Tae Yeob Kang, Haebom Lee, Sungho Suh
2023	Misc	`conf`	Selecting the Motion Ground Truth for Loose-fitting Wearables: Benchmarking Optical MoCap Methods. ISWC Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2023	J	`jnl`	Selecting the motion ground truth for loose-fitting wearables: benchmarking optical MoCap methods. CoRR Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
2023	—	`conf`	Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors. UbiComp/ISWC Adjunct Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz
2023	J	`jnl`	SynthCal: A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms. CoRR Lala Shakti Swarup Ray, Bo Zhou, Lars Krupp, Sungho Suh, Paul Lukowicz
2023	J	`jnl`	TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation. Knowl. Based Syst. Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
2023	C	`conf`	Two-Stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries. IECON Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Sungho Suh, Paul Lukowicz
2023	J	`jnl`	Two-stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries. CoRR Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Sungho Suh, Paul Lukowicz
2023	—	`conf`	Unsupervised Diffusion Model for Sensor-based Human Activity Recognition. UbiComp/ISWC Adjunct Si Zuo, Vítor Fortes Rey, Sungho Suh, Stephan Sigg, Paul Lukowicz
2023	J	`jnl`	Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition. CoRR Si Zuo, Vítor Fortes Rey, Sungho Suh, Stephan Sigg, Paul Lukowicz
2023	J	`jnl`	Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field. CoRR Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
2022	J	`jnl`	AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation. CoRR Hyungmin Kim, Sungho Suh, Sunghyun Baek, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
2022	A*	`conf`	Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition. PerCom Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
2022	J	`jnl`	Discriminative feature generation for classification of imbalanced data. Pattern Recognit. Sungho Suh, Paul Lukowicz, Yong Oh Lee
2022	B	`conf`	Estimation Of 3d Body Shape And Clothing Measurements From Frontal-And Side-View Images. ICIP Kundan Sai Prabhu Thota, Sungho Suh, Bo Zhou, Paul Lukowicz
2022	J	`jnl`	Estimation of 3D Body Shape and Clothing Measurements from Frontal- and Side-view Images. CoRR Kundan Sai Prabhu Thota, Sungho Suh, Bo Zhou, Paul Lukowicz
2022	J	`jnl`	Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks. Knowl. Based Syst. Sungho Suh, Paul Lukowicz, Yong Oh Lee
2022	J	`jnl`	Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos
2022	Misc	`conf`	Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition. ISWC Vítor Fortes Rey, Sungho Suh, Paul Lukowicz
2022	J	`jnl`	Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition. CoRR Vítor Fortes Rey, Sungho Suh, Paul Lukowicz
2022	J	`jnl`	Move With the Theremin: Body Posture and Gesture Recognition Using the Theremin in Loose-Garment With Embedded Textile Cables as Antennas. Frontiers Comput. Sci. Hymalai Bello, Bo Zhou, Sungho Suh, Luis Alfredo Sanchez Marin, Paul Lukowicz
2022	J	`jnl`	Quali-Mat: Evaluating the Quality of Execution in Body-Weight Exercises with a Pressure Sensitive Sports Mat. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Bo Zhou, Sungho Suh, Vítor Fortes Rey, Carlos Andres Velez Altamirano, Paul Lukowicz
2022	—	`conf`	Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. UbiComp/ISWC Adjunct Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
2022	J	`jnl`	Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. CoRR Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
2022	J	`jnl`	Supervised segmentation with domain adaptation for small sampled orbital CT images. J. Comput. Des. Eng. Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee
2022	J	`jnl`	TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation. CoRR Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
2022	J	`jnl`	Two-stage generative adversarial networks for binarization of color document images. Pattern Recognit. Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee
2021	J	`jnl`	Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition. CoRR Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
2021	J	`jnl`	CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems. Neural Networks Sungho Suh, Haebom Lee, Paul Lukowicz, Yong Oh Lee
2021	J	`jnl`	Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks. CoRR Sungho Suh, Paul Lukowicz, Yong Oh Lee
2021	—	`—`	Improving Classification Performance under Imbalanced Data Conditions using Generative Adversarial Networks. Sungho Suh
2021	Misc	`conf`	MoCapaci: Posture and gesture detection in loose garments using textile cables as capacitive antennas. ISWC Hymalai Bello, Bo Zhou, Sungho Suh, Paul Lukowicz
2021	—	`conf`	Sequential Lung Nodule Synthesis Using Attribute-Guided Generative Adversarial Networks. MICCAI (6) Sungho Suh, Sojeong Cheon, Dong-Jin Chang, Deukhee Lee, Yong Oh Lee
2021	J	`jnl`	Sequential targeting: A continual learning approach for data imbalance in text classification. Expert Syst. Appl. Joel Jang, Yoonjeon Kim, Kyoungho Choi, Sungho Suh
2021	J	`jnl`	Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images. CoRR Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee
2020	J	`jnl`	Discriminative feature generation for classification of imbalanced data. CoRR Sungho Suh, Paul Lukowicz, Yong Oh Lee
2020	B	`conf`	Fusion of Global-Local Features for Image Quality Inspection of Shipping Label. ICPR Sungho Suh, Paul Lukowicz, Yong Oh Lee
2020	J	`jnl`	Fusion of Global-Local Features for Image Quality Inspection of Shipping Label. CoRR Sungho Suh, Paul Lukowicz, Yong Oh Lee
2020	J	`jnl`	Sequential Targeting: an incremental learning approach for data imbalance in text classification. CoRR Joel Jang, Yoonjeon Kim, Kyoungho Choi, Sungho Suh
2020	J	`jnl`	Supervised Health Stage Prediction Using Convolutional Neural Networks for Bearing Wear. Sensors Sungho Suh, Joel Jang, Seungjae Won, Mayank Shekhar Jha, Yong Oh Lee
2020	J	`jnl`	Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal. CoRR Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee
2019	B	`conf`	Robust Shipping Label Recognition and Validation for Logistics by Using Deep Neural Networks. ICIP Sungho Suh, Haebom Lee, Yong Oh Lee, Paul Lukowicz, Jongwoon Hwang
2017	—	`conf`	Automatic Calibration of the Optical System in Passive Component Inspection. VISIGRAPP (4: VISAPP) Sungho Suh, Moonjoo Kim
2016	C	`conf`	Robust Registration Method of 3D Point Cloud Data. ICPRAM Sungho Suh, Hansang Cho, Donglok Kim
2013	J	`jnl`	Robust Albedo Estimation From a Facial Image With Cast Shadow Under General Unknown Lighting. IEEE Trans. Image Process. Sungho Suh, Minsik Lee, Chong-Ho Choi
2012	J	`jnl`	A Low-Noise High Intrascene Dynamic Range CMOS Image Sensor With a 13 to 19b Variable-Resolution Column-Parallel Folding-Integration/Cyclic ADC. IEEE J. Solid State Circuits Min-Woong Seo, Sungho Suh, Tetsuya Iida, Taishi Takasawa, Keigo Isobe, Takashi Watanabe, Shinya Itoh, Keita Yasutomi, Shoji Kawahito
2011	—	`conf`	An 80μVrms-temporal-noise 82dB-dynamic-range CMOS Image Sensor with a 13-to-19b variable-resolution column-parallel folding-integration/cyclic ADC. ISSCC Min-Woong Seo, Sungho Suh, Tetsuya Iida, Hiroshi Watanabe, Taishi Takasawa, Tomoyuki Akahori, Keigo Isobe, Takashi Watanabe, Shinya Itoh, Shoji Kawahito
2011	B	`conf`	Robust albedo estimation from a facial image with cast shadow. ICIP Sungho Suh, Minsik Lee, Chong-Ho Choi
2010	J	`jnl`	Column-Parallel Correlated Multiple Sampling Circuits for CMOS Image Sensors and Their Noise Reduction Effects. Sensors Sungho Suh, Shinya Itoh, Satoshi Aoyama, Shoji Kawahito