Sungho Suh

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 83

Top Topics

Activity Recognition

Wearable Sensors

Fault Diagnosis

Image Binarization

Top Venues

UbiComp/ISWC Adjunct

Publications

Sungho Suh, Haebom Lee, Tae Yeob Kang
Fault Diagnosis of Indium Tin Oxide Electrodes by Multi-channel S-parameter Patterns. ICEIC (2024)
Parham Zolfaghari, Vítor Fortes Rey, Lala Shakti Swarup Ray, Hyun Kim, Sungho Suh, Paul Lukowicz
Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition. CoRR (2024)
Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. ARCS (2024)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Lars Krupp, Vítor Fortes Rey, Paul Lukowicz
Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR. PerCom Workshops (2024)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Lars Krupp, Vítor Fortes Rey, Paul Lukowicz
Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR. CoRR (2024)
Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, Junmo Kim
ContextMix: A context-aware data augmentation method for industrial visual inspection systems. Eng. Appl. Artif. Intell. 131 (2024)
Davinder Pal Singh, Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors. ICASSP (2024)
Mengxi Liu, Zimin Zhao, Daniel Geißler, Bo Zhou, Sungho Suh, Paul Lukowicz
CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition. CoRR (2024)
Daniel Geißler, Bo Zhou, Mengxi Liu, Sungho Suh, Paul Lukowicz
The Power of Training: How Different Neural Network Setups Influence the Energy Demand. CoRR (2024)
Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, Junmo Kim
ContextMix: A context-aware data augmentation method for industrial visual inspection systems. CoRR (2024)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
A comprehensive evaluation of marker-based, markerless methods for loose garment scenarios in varying camera configurations. Frontiers Comput. Sci. 6 (2024)
Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field. IEEE Internet Things J. 11 (7) (2024)
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
LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions. CoRR (2024)
Hyungmin Kim, Sungho Suh, Sunghyun Baek, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation. Knowl. Based Syst. 293 (2024)
Sungho Suh, Haebom Lee, Tae Yeob Kang
Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure Prediction. ICEIC (2024)
Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
BeSound: Bluetooth-Based Position Estimation Enhancing with Cross-Modality Distillation. CoRR (2024)
Tae Yeob Kang, Haebom Lee, Sungho Suh
SREL: Severity Rating Ensemble Learning for Non-Destructive Fault Diagnosis of Cu Interconnects using S-parameter Patterns. CoRR (2023)
Davinder Pal Singh, Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
A Novel Local-Global Feature Fusion Framework for Body-weight Exercise Recognition with Pressure Mapping Sensors. CoRR (2023)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation. CoRR (2023)
Sungho Suh, Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Paul Lukowicz
Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks. CoRR (2023)
Hyungmin Kim, Sungho Suh, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery. ICCV (2023)
Hyungmin Kim, Sungho Suh, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery. CoRR (2023)
Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Sungho Suh, Paul Lukowicz
Two-Stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries. IECON (2023)
Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field. CoRR (2023)
Si Zuo, Vitor Fortes Rey, Sungho Suh, Stephan Sigg, Paul Lukowicz
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition. CoRR (2023)
Yunmin Cho, Lala Shakti Swarup Ray, Kundan Sai Prabhu Thota, Sungho Suh, Paul Lukowicz
ClothFit: Cloth-Human-Attribute Guided Virtual Try-On Network Using 3D Simulated Dataset. CoRR (2023)
Yunmin Cho, Lala Shakti Swarup Ray, Kundan Sai Prabhu Thota, Sungho Suh, Paul Lukowicz
ClothFit: Cloth-Human-Attribute Guided Virtual Try-on Network Using 3D Simulated Dataset. ICIP (2023)
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
Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. 61 (20) (2023)
Bo Zhou, Daniel Geissler, Marc Faulhaber, Clara Elisabeth Gleiss, Esther Friederike Zahn, Lala Shakti Swarup Ray, David Gamarra, Vitor Fortes Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction. CoRR (2023)
Tae Yeob Kang, Haebom Lee, Sungho Suh
In situ Fault Diagnosis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns. CoRR (2023)
Jwalin Bhatt, Yaroslav Zharov, Sungho Suh, Tilo Baumbach, Vincent Heuveline, Paul Lukowicz
A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image. CoRR (2023)
Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. ASAP (2023)
Mengxi Liu, Bo Zhou, Zimin Zhao, Hyeonseok Hong, Hyun Kim, Sungho Suh, Vitor Fortes Rey, Paul Lukowicz
FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors. CoRR (2023)
Harish Haresamudram, Chi Ian Tang, Sungho Suh, Paul Lukowicz, Thomas Ploetz
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors. UbiComp/ISWC Adjunct (2023)
Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation. Knowl. Based Syst. 260 (2023)
Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
MeciFace: Mechanomyography and Inertial Fusion based Glasses for Edge Real-Time Recognition of Facial and Eating Activities. CoRR (2023)
Si Zuo, Vítor Fortes rey, Sungho Suh, Stephan Sigg, Paul Lukowicz
Unsupervised Diffusion Model for Sensor-based Human Activity Recognition. UbiComp/ISWC Adjunct (2023)
Dhruv Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Sungho Suh, Paul Lukowicz
Two-stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries. CoRR (2023)
Lala Shakti Swarup Ray, Vítor Fortes Rey, Bo Zhou, Sungho Suh, Paul Lukowicz
PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps. CoRR (2023)
Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control. UbiComp/ISWC Adjunct (2023)
Hymalai Bello, Luis Alfredo Sanchez Marin, Sungho Suh, Bo Zhou, Paul Lukowicz
InMyFace: Inertial and mechanomyography-based sensor fusion for wearable facial activity recognition. Inf. Fusion 99 (2023)
Hymalai Bello, Luis Alfredo Sanchez Marin, Sungho Suh, Bo Zhou, Paul Lukowicz
InMyFace: Inertial and Mechanomyography-Based Sensor Fusion for Wearable Facial Activity Recognition. CoRR (2023)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation. PerCom Workshops (2023)
Jwalin Bhatt, Yaroslav Zharov, Sungho Suh, Tilo Baumbach, Vincent Heuveline, Paul Lukowicz
A Knowledge Distillation Framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image. ISBI (2023)
Chonghyo Joo, Jeongdong Kim, Hyungtae Cho, Jaewon Lee, Sungho Suh, Junghwan Kim
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction. INDIN (2023)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
Selecting the Motion Ground Truth for Loose-fitting Wearables: Benchmarking Optical MoCap Methods. ISWC (2023)
Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz
Selecting the motion ground truth for loose-fitting wearables: benchmarking optical MoCap methods. CoRR (2023)
Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
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 (2023)
Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Shakti Swarup Ray, Bo Zhou, Paul Lukowicz
CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control. CoRR (2023)
Lala Shakti Swarup Ray, Bo Zhou, Lars Krupp, Sungho Suh, Paul Lukowicz
SynthCal: A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms. CoRR (2023)
Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee
Supervised segmentation with domain adaptation for small sampled orbital CT images. J. Comput. Des. Eng. 9 (2) (2022)
Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. CoRR (2022)
Vítor Fortes Rey, Sungho Suh, Paul Lukowicz
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition. CoRR (2022)
Hymalai Bello, Bo Zhou, Sungho Suh, Luis Alfredo Sanchez Marin, Paul Lukowicz
Move With the Theremin: Body Posture and Gesture Recognition Using the Theremin in Loose-Garment With Embedded Textile Cables as Antennas. Frontiers Comput. Sci. 4 (2022)
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
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR (2022)
Kundan Sai Prabhu Thota, Sungho Suh, Bo Zhou, Paul Lukowicz
Estimation of 3D Body Shape and Clothing Measurements from Frontal- and Side-view Images. CoRR (2022)
Vítor Fortes Rey, Sungho Suh, Paul Lukowicz
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition. ISWC (2022)
Hyungmin Kim, Sungho Suh, Sunghyun Baek, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation. CoRR (2022)
Mengxi Liu, Sungho Suh, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition. UbiComp/ISWC Adjunct (2022)
Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation. CoRR (2022)
Kundan Sai Prabhu Thota, Sungho Suh, Bo Zhou, Paul Lukowicz
Estimation Of 3d Body Shape And Clothing Measurements From Frontal-And Side-View Images. ICIP (2022)
Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee
Two-stage generative adversarial networks for binarization of color document images. Pattern Recognit. 130 (2022)
Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition. PerCom (2022)
Sungho Suh, Paul Lukowicz, Yong Oh Lee
Discriminative feature generation for classification of imbalanced data. Pattern Recognit. 122 (2022)
Sungho Suh, Paul Lukowicz, Yong Oh Lee
Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks. Knowl. Based Syst. 237 (2022)
Bo Zhou, Sungho Suh, Vítor Fortes Rey, Carlos Andres Velez Altamirano, Paul Lukowicz
Quali-Mat: Evaluating the Quality of Execution in Body-Weight Exercises with a Pressure Sensitive Sports Mat. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Sungho Suh, Sojeong Cheon, Dong-Jin Chang, Deukhee Lee, Yong Oh Lee
Sequential Lung Nodule Synthesis Using Attribute-Guided Generative Adversarial Networks. MICCAI (6) (2021)
Sungho Suh, Paul Lukowicz, Yong Oh Lee
Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks. CoRR (2021)
Sungho Suh, Haebom Lee, Paul Lukowicz, Yong Oh Lee
CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems. Neural Networks 133 (2021)
Joel Jang, Yoonjeon Kim, Kyoungho Choi, Sungho Suh
Sequential targeting: A continual learning approach for data imbalance in text classification. Expert Syst. Appl. 179 (2021)
Sungho Suh, Vítor Fortes Rey, Paul Lukowicz
Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition. CoRR (2021)
Hymalai Bello, Bo Zhou, Sungho Suh, Paul Lukowicz
MoCapaci: Posture and gesture detection in loose garments using textile cables as capacitive antennas. ISWC (2021)
Sungho Suh, Sojeong Cheon, Wonseo Choi, Yeon Woong Chung, Won-Kyung Cho, Ji-Sun Paik, Sung Eun Kim, Dong-Jin Chang, Yong Oh Lee
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images. CoRR (2021)
Sungho Suh, Jihun Kim, Paul Lukowicz, Yong Oh Lee
Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal. CoRR (2020)
Sungho Suh, Joel Jang, Seungjae Won, Mayank Shekhar Jha, Yong Oh Lee
Supervised Health Stage Prediction Using Convolutional Neural Networks for Bearing Wear. Sensors 20 (20) (2020)
Joel Jang, Yoonjeon Kim, Kyoungho Choi, Sungho Suh
Sequential Targeting: an incremental learning approach for data imbalance in text classification. CoRR (2020)
Sungho Suh, Paul Lukowicz, Yong Oh Lee
Fusion of Global-Local Features for Image Quality Inspection of Shipping Label. CoRR (2020)
Sungho Suh, Paul Lukowicz, Yong Oh Lee
Fusion of Global-Local Features for Image Quality Inspection of Shipping Label. ICPR (2020)
Sungho Suh, Paul Lukowicz, Yong Oh Lee
Discriminative feature generation for classification of imbalanced data. CoRR (2020)
Sungho Suh, Haebom Lee, Yong Oh Lee, Paul Lukowicz, Jongwoon Hwang
Robust Shipping Label Recognition and Validation for Logistics by Using Deep Neural Networks. ICIP (2019)
Sungho Suh, Moonjoo Kim
Automatic Calibration of the Optical System in Passive Component Inspection. VISIGRAPP (4: VISAPP) (2017)
Sungho Suh, Hansang Cho, Donglok Kim
Robust Registration Method of 3D Point Cloud Data. ICPRAM (2016)
Sungho Suh, Minsik Lee, Chong-Ho Choi
Robust Albedo Estimation From a Facial Image With Cast Shadow Under General Unknown Lighting. IEEE Trans. Image Process. 22 (1) (2013)
Min-Woong Seo, Sungho Suh, Tetsuya Iida, Taishi Takasawa, Keigo Isobe, Takashi Watanabe, Shinya Itoh, Keita Yasutomi, Shoji Kawahito
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 47 (1) (2012)
Sungho Suh, Minsik Lee, Chong-Ho Choi
Robust albedo estimation from a facial image with cast shadow. ICIP (2011)
Min-Woong Seo, Sungho Suh, Tetsuya Iida, Hiroshi Watanabe, Taishi Takasawa, Tomoyuki Akahori, Keigo Isobe, Takashi Watanabe, Shinya Itoh, Shoji Kawahito
An 80μVrms-temporal-noise 82dB-dynamic-range CMOS Image Sensor with a 13-to-19b variable-resolution column-parallel folding-integration/cyclic ADC. ISSCC (2011)
Sungho Suh, Shinya Itoh, Satoshi Aoyama, Shoji Kawahito
Column-Parallel Correlated Multiple Sampling Circuits for CMOS Image Sensors and Their Noise Reduction Effects. Sensors 10 (10) (2010)