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Sungho Suh
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Year
CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems
S Suh, H Lee, P Lukowicz, YO Lee
Neural Networks 133, 69-86, 2021
802021
Human-centric artificial intelligence architecture for industry 5.0 applications
JM Rožanec, I Novalija, P Zajec, K Kenda, H Tavakoli Ghinani, S Suh, ...
International journal of production research 61 (20), 6847-6872, 2023
572023
Generative oversampling method for imbalanced data on bearing fault detection and diagnosis
S Suh, H Lee, J Jo, P Lukowicz, YO Lee
Applied Sciences 9 (4), 746, 2019
552019
Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks
S Suh, P Lukowicz, YO Lee
Knowledge-Based Systems 237, 107866, 2022
462022
A 0.8 µm smart dual conversion gain pixel for 64 Megapixels CMOS image sensor with 12k e-full-well capacitance and low dark noise
D Park, SW Lee, J Han, D Jang, H Kwon, S Cha, M Kim, H Lee, S Suh, ...
2019 IEEE International Electron Devices Meeting (IEDM), 16.2. 1-16.2. 4, 2019
292019
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation
S Suh, VF Rey, P Lukowicz
Knowledge-Based Systems 260, 110143, 2023
272023
Sequential targeting: a continual learning approach for data imbalance in text classification
J Jang, Y Kim, K Choi, S Suh
Expert Systems with Applications 179, 115067, 2021
23*2021
Supervised health stage prediction using convolutional neural networks for bearing wear
S Suh, J Jang, S Won, MS Jha, YO Lee
Sensors 20 (20), 5846, 2020
222020
Robust shipping label recognition and validation for logistics by using deep neural networks
S Suh, H Lee, YO Lee, P Lukowicz, J Hwang
2019 IEEE International Conference on Image Processing (ICIP), 4509-4513, 2019
192019
Discriminative feature generation for classification of imbalanced data
S Suh, P Lukowicz, YO Lee
Pattern Recognition 122, 108302, 2022
182022
Two-stage generative adversarial networks for binarization of color document images
S Suh, J Kim, P Lukowicz, YO Lee
Pattern Recognition 130, 108810, 2022
172022
Mocapaci: Posture and gesture detection in loose garments using textile cables as capacitive antennas
H Bello, B Zhou, S Suh, P Lukowicz
Proceedings of the 2021 ACM International Symposium on Wearable Computers, 78-83, 2021
162021
Two-stage generative adversarial networks for document image binarization with color noise and background removal
S Suh, J Kim, P Lukowicz, YO Lee
arXiv preprint arXiv:2010.10103, 2020
132020
Adversarial deep feature extraction network for user independent human activity recognition
S Suh, VF Rey, P Lukowicz
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
122022
Robust albedo estimation from a facial image with cast shadow under general unknown lighting
S Suh, M Lee, CH Choi
IEEE transactions on image processing 22 (1), 391-401, 2013
122013
Mocapose: Motion capturing with textile-integrated capacitive sensors in loose-fitting smart garments
B Zhou, D Geissler, M Faulhaber, CE Gleiss, EF Zahn, LSS Ray, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2023
112023
Fusion of global-local features for image quality inspection of shipping label
S Suh, P Lukowicz, YO Lee
2020 25th International Conference on Pattern Recognition (ICPR), 2643-2649, 2021
112021
Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition
V Fortes Rey, S Suh, P Lukowicz
Proceedings of the 2022 ACM International Symposium on Wearable Computers, 28-32, 2022
82022
Supervised segmentation with domain adaptation for small sampled orbital CT images
S Suh, S Cheon, W Choi, YW Chung, WK Cho, JS Paik, SE Kim, ...
Journal of Computational Design and Engineering 9 (2), 783-792, 2022
82022
Quali-mat: Evaluating the quality of execution in body-weight exercises with a pressure sensitive sports mat
B Zhou, S Suh, VF Rey, CAV Altamirano, P Lukowicz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
62022
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