YeongHyeon Park

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Depth Estimation

Trained Neural Networks

Dimension Reduction Methods

Top Venues

Publications

Hanbyul Lee, YeongHyeon Park, Juneho Yi
Enhancing Defective Solar Panel Detection with Attention-Guided Statistical Features Using Pre-Trained Neural Networks. BigComp (2024)
YeongHyeon Park, Sungho Kang, Myung Jin Kim, Hyeonho Jeong, Hyunkyu Park, Hyeong-Seok Kim, Juneho Yi
Neural Network Training Strategy To Enhance Anomaly Detection Performance: A Perspective On Reconstruction Loss Amplification. ICASSP (2024)
YeongHyeon Park, Sungho Kang, Myung Jin Kim, Hyeong-Seok Kim, Juneho Yi
Feature Attenuation of Defective Representation Can Resolve Incomplete Masking on Anomaly Detection. CoRR (2024)
Dongeon Kim, YeongHyeon Park
Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods. CoRR (2024)
Sungho Kang, YeongHyeon Park, Hyunkyu Park, Juneho Yi
Scene Depth Estimation from Traditional Oriental Landscape Paintings. CoRR (2024)
Hyunkyu Park, Sungho Kang, YeongHyeon Park, Yeonho Lee, Hanbyul Lee, Seho Bae, Juneho Yi
Unsupervised Image-to-Image Translation Based on Bidirectional Style Transfer. ICKII (2023)
YeongHyeon Park, UJu Gim, Myung Jin Kim
Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection. CoRR (2023)
YeongHyeon Park, UJu Gim, Myung Jin Kim
Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection. ICTC (2023)
Sungho Kang, Hyunkyu Park, YeongHyeon Park, Yeonho Lee, Hanbyul Lee, Seho Bae, Juneho Yi
Exploiting Monocular Depth Estimation for Style Harmonization in Landscape Painting. ICKII (2023)
YeongHyeon Park, Sungho Kang, Myung Jin Kim, Yeonho Lee, Juneho Yi
Excision and Recovery: Enhancing Surface Anomaly Detection with Attention-based Single Deterministic Masking. CoRR (2023)
YeongHyeon Park, Myung Jin Kim, Won Seok Park
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance. BigComp (2023)
YeongHyeon Park, Sungho Kang, Myung Jin Kim, Hyeonho Jeong, Hyunkyu Park, Hyeong-Seok Kim, Juneho Yi
Neural Network Training Strategy to Enhance Anomaly Detection Performance: A Perspective on Reconstruction Loss Amplification. CoRR (2023)
YeongHyeon Park
Concise Logarithmic Loss Function for Robust Training of Anomaly Detection Model. CoRR (2022)
YeongHyeon Park, Myung Jin Kim, Won-Seok Park
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance. CoRR (2022)
UJu Gim, YeongHyeon Park
Latent Vector Expansion using Autoencoder for Anomaly Detection. CoRR (2022)
YeongHyeon Park, JongHee Jung
Efficient Non-Compression Auto-Encoder for Driving Noise-based Road Surface Anomaly Detection. CoRR (2021)
YeongHyeon Park, JoonSung Lee, Won-Seok Park
Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability. CoRR (2021)
YeongHyeon Park, JoonSung Lee, Myung-Jin Kim, Won-Seok Park
Noise Reduction and Driving Event Extraction Method for Performance Improvement on Driving Noise-based Surface Anomaly Detection. CoRR (2021)
YeongHyeon Park, JongHee Jung
Non-Compression Auto-Encoder for Detecting Road Surface Abnormality via Vehicle Driving Noise. CoRR (2021)
JoonSung Lee, YeongHyeon Park
Anomaly Detection Based on Multiple-Hypothesis Autoencoder. CoRR (2021)
YeongHyeon Park, Il Dong Yun, Si-Hyuck Kang
The CNN-based Coronary Occlusion Site Localization with Effective Preprocessing Method. CoRR (2019)
YeongHyeon Park, Won-Seok Park, Yeong Beom Kim, Seok Woong Chang
Anomaly Detection in Particulate Matter Sensor using Hypothesis Pruning Generative Adversarial Network. CoRR (2019)
YeongHyeon Park, Il Dong Yun, Si-Hyuck Kang
Preprocessing Method for Performance Enhancement in CNN-Based STEMI Detection From 12-Lead ECG. IEEE Access 7 (2019)
YeongHyeon Park, Il Dong Yun
Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine. Sensors 18 (10) (2018)
YeongHyeon Park, Il Dong Yun
Comparison of RNN Encoder-Decoder Models for Anomaly Detection. CoRR (2018)