Sungho Suh

Orcid: 0000-0003-3723-1980

According to our database1, Sungho Suh authored at least 66 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field.
IEEE Internet Things J., April, 2024

AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation.
Knowl. Based Syst., 2024

A comprehensive evaluation of marker-based, markerless methods for loose garment scenarios in varying camera configurations.
Frontiers Comput. Sci., 2024

ContextMix: A context-aware data augmentation method for industrial visual inspection systems.
Eng. Appl. Artif. Intell., 2024

TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines.
CoRR, 2024

ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-based Human Activity Recogntion.
CoRR, 2024

LLM-Generated Tips Rival Expert-Created Tips in Helping Students Answer Quantum-Computing Questions.
CoRR, 2024

CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition.
CoRR, 2024

Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-Based Human Activity Recognition.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors.
Proceedings of the IEEE International Conference on Acoustics, 2024

Fault Diagnosis of Indium Tin Oxide Electrodes by Multi-channel S-parameter Patterns.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

Image Generation of Ultra-Thin Polymer Films Using Diffusion Models from Tensile Testing for Mechanical Failure Prediction.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

The Power of Training: How Different Neural Network Setups Influence the Energy Demand.
Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024

Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition.
Proceedings of the International Conference on Activity and Behavior Computing, 2024

BeSound: Bluetooth-Based Position Estimation Enhancing with Cross-Modality Distillation.
Proceedings of the International Conference on Activity and Behavior Computing, 2024

2023
InMyFace: Inertial and mechanomyography-based sensor fusion for wearable facial activity recognition.
Inf. Fusion, November, 2023

Human-centric artificial intelligence architecture for industry 5.0 applications.
Int. J. Prod. Res., October, 2023

MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation.
Knowl. Based Syst., 2023

Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks.
CoRR, 2023

In situ Fault Diagnosis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns.
CoRR, 2023

PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps.
CoRR, 2023

SynthCal: A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms.
CoRR, 2023

MeciFace: Mechanomyography and Inertial Fusion based Glasses for Edge Real-Time Recognition of Facial and Eating Activities.
CoRR, 2023

Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition.
CoRR, 2023

SREL: Severity Rating Ensemble Learning for Non-Destructive Fault Diagnosis of Cu Interconnects using S-parameter Patterns.
CoRR, 2023

PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Selecting the Motion Ground Truth for Loose-fitting Wearables: Benchmarking Optical MoCap Methods.
Proceedings of the 2023 International Symposium on Wearable Computers, 2023

A Knowledge Distillation Framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Chemical Property-Guided Neural Networks for Naphtha Composition Prediction.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Two-Stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

ClothFit: Cloth-Human-Attribute Guided Virtual Try-on Network Using 3D Simulated Dataset.
Proceedings of the IEEE International Conference on Image Processing, 2023

Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unsupervised Diffusion Model for Sensor-based Human Activity Recognition.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

FaceEat: Facial and Eating Activities Recognition with Inertial and Mechanomyography Fusion using a Glasses-Based Design for Real-Time and on-the-Edge Inference.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors.
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022
Discriminative feature generation for classification of imbalanced data.
Pattern Recognit., 2022

Two-stage generative adversarial networks for binarization of color document images.
Pattern Recognit., 2022

Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks.
Knowl. Based Syst., 2022

Supervised segmentation with domain adaptation for small sampled orbital CT images.
J. Comput. Des. Eng., 2022

Quali-Mat: Evaluating the Quality of Execution in Body-Weight Exercises with a Pressure Sensitive Sports Mat.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Move With the Theremin: Body Posture and Gesture Recognition Using the Theremin in Loose-Garment With Embedded Textile Cables as Antennas.
Frontiers Comput. Sci., 2022

Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition.
Proceedings of the 2022 ACM International Symposium on Wearable Computers, 2022

Estimation Of 3d Body Shape And Clothing Measurements From Frontal-And Side-View Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition.
Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021
Improving Classification Performance under Imbalanced Data Conditions using Generative Adversarial Networks.
PhD thesis, 2021

CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems.
Neural Networks, 2021

Sequential targeting: A continual learning approach for data imbalance in text classification.
Expert Syst. Appl., 2021

Sequential Lung Nodule Synthesis Using Attribute-Guided Generative Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

MoCapaci: Posture and gesture detection in loose garments using textile cables as capacitive antennas.
Proceedings of the ISWC 2021: Proceedings of the 2021 ACM International Symposium on Wearable Computers, 2021

2020
Supervised Health Stage Prediction Using Convolutional Neural Networks for Bearing Wear.
Sensors, 2020

Sequential Targeting: an incremental learning approach for data imbalance in text classification.
CoRR, 2020

Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal.
CoRR, 2020

Fusion of Global-Local Features for Image Quality Inspection of Shipping Label.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Robust Shipping Label Recognition and Validation for Logistics by Using Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2017
Automatic Calibration of the Optical System in Passive Component Inspection.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

2016
Robust Registration Method of 3D Point Cloud Data.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2013
Robust Albedo Estimation From a Facial Image With Cast Shadow Under General Unknown Lighting.
IEEE Trans. Image Process., 2013

2012
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, 2012

2011
An 80μVrms-temporal-noise 82dB-dynamic-range CMOS Image Sensor with a 13-to-19b variable-resolution column-parallel folding-integration/cyclic ADC.
Proceedings of the IEEE International Solid-State Circuits Conference, 2011

Robust albedo estimation from a facial image with cast shadow.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Column-Parallel Correlated Multiple Sampling Circuits for CMOS Image Sensors and Their Noise Reduction Effects.
Sensors, 2010


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