b'Sungho Suh'

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Bo Zhou
79 publications
Junmo Kim
57 publications
Paul Lukowicz
37 publications
Dunja Mladenić
27 publications
Jože M. Rožanec
20 publications
Jaewon Lee
17 publications
Blaz Fortuna
16 publications
Joel Jang
13 publications
Vitor Fortes Rey
9 publications
Diego Reforgiato Recupero
9 publications
Patrik Zajec
8 publications

research

∙ 09/14/2023

A Novel Local-Global Feature Fusion Framework for Body-weight Exercise Recognition with Pressure Mapping Sensors

We present a novel local-global feature fusion framework for body-weight...

0 Davinder Pal Singh, et al. ∙

research

∙ 08/07/2023

Two-stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries

Early prediction of remaining useful life (RUL) is crucial for effective...

0 Dhruv Mittal, et al. ∙

research

∙ 08/07/2023

Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field

Manufacturing industries strive to improve production efficiency and pro...

0 Sungho Suh, et al. ∙

research

∙ 08/01/2023

PressureTransferNet: Human Attribute Guided Dynamic Ground Pressure Profile Transfer using 3D simulated Pressure Maps

We propose PressureTransferNet, a novel method for Human Activity Recogn...

0 Lala Shakti Swarup Ray, et al. ∙

research

∙ 07/21/2023

Selecting the motion ground truth for loose-fitting wearables: benchmarking optical MoCap methods

To help smart wearable researchers choose the optimal ground truth metho...

0 Lala Shakti Swarup Ray, et al. ∙

research

∙ 07/20/2023

Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery

Recent advances in deep learning have significantly improved the perform...

0 Hyungmin Kim, et al. ∙

research

∙ 07/03/2023

SynthCal: A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms

Accurate camera calibration is crucial for various computer vision appli...

0 Lala Shakti Swarup Ray, et al. ∙

research

∙ 06/24/2023

ClothFit: Cloth-Human-Attribute Guided Virtual Try-On Network Using 3D Simulated Dataset

Online clothing shopping has become increasingly popular, but the high r...

0 Yunmin Cho, et al. ∙

research

∙ 06/07/2023

CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control

We present CaptAinGlove, a textile-based, low-power (1.15Watts), privacy...

0 Hymalai Bello, et al. ∙

research

∙ 06/02/2023

Chemical Property-Guided Neural Networks for Naphtha Composition Prediction

The naphtha cracking process heavily relies on the composition of naphth...

0 Chonghyo Joo, et al. ∙

research

∙ 05/22/2023

FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors

In this work, we propose an open-source scalable end-to-end RTL framewor...

0 Mengxi Liu, et al. ∙

research

∙ 04/20/2023

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

As operating frequencies and clock speeds in processors have increased o...

0 Tae Yeob Kang, et al. ∙

research

∙ 02/24/2023

A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image

Morphological atlases are an important tool in organismal studies, and m...

0 Jwalin Bhatt, et al. ∙

research

∙ 02/08/2023

InMyFace: Inertial and Mechanomyography-Based Sensor Fusion for Wearable Facial Activity Recognition

Recognizing facial activity is a well-understood (but non-trivial) compu...

0 Hymalai Bello, et al. ∙

research

∙ 02/01/2023

PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation

Ground pressure exerted by the human body is a valuable source of inform...

0 Lala Shakti Swarup Ray, et al. ∙

research

∙ 11/20/2022

AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation

We present a novel adversarial penalized self-knowledge distillation met...

0 Hyungmin Kim, et al. ∙

research

∙ 10/04/2022

Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition

We address the well-known wearable activity recognition problem of havin...

0 Vitor Fortes Rey, et al. ∙

research

∙ 10/03/2022

Smart-Badge: A wearable badge with multi-modal sensors for kitchen activity recognition

Human health is closely associated with their daily behavior and environ...

0 Mengxi Liu, et al. ∙

research

∙ 09/14/2022

TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation

Wearable sensor-based human activity recognition (HAR) has emerged as a ...

0 Sungho Suh, et al. ∙

research

∙ 05/28/2022

Estimation of 3D Body Shape and Clothing Measurements from Frontal- and Side-view Images

The estimation of 3D human body shape and clothing measurements is cruci...

0 Kundan Sai Prabhu Thota, et al. ∙

research

∙ 03/21/2022

Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications

Human-centricity is the core value behind the evolution of manufacturing...

0 Jože M. Rožanec, et al. ∙

research

∙ 10/23/2021

Adversarial Deep Feature Extraction Network for User Independent Human Activity Recognition

User dependence remains one of the most difficult general problems in Hu...

0 Sungho Suh, et al. ∙

research

∙ 09/26/2021

Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks

Bearing is a key component in industrial machinery and its failure may l...

10 Sungho Suh, et al. ∙

research

∙ 07/01/2021

Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images

Deep neural networks (DNNs) have been widely used for medical image anal...

0 Sungho Suh, et al. ∙

research

∙ 11/20/2020

Sequential Targeting: an incremental learning approach for data imbalance in text classification

Classification tasks require a balanced distribution of data to ensure t...

0 Joel Jang, et al. ∙

research

∙ 10/24/2020

Discriminative feature generation for classification of imbalanced data

The data imbalance problem is a frequent bottleneck in the classificatio...

0 Sungho Suh, et al. ∙

research

∙ 10/20/2020

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

Document image enhancement and binarization methods are often used to im...

3 Sungho Suh, et al. ∙

research

∙ 08/26/2020

Fusion of Global-Local Features for Image Quality Inspection of Shipping Label

The demands of automated shipping address recognition and verification h...

0 Sungho Suh, et al. ∙

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