Doyeob Yeo

Publication Activity (10 Years)

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

Top Topics

Unsupervised Learning

Knowledge Transfer

Image Registration

Top Venues

IEEE Trans. Image Process.

Publications

Sujin Park, Doyeob Yeo, Ji-Hoon Bae
Unsupervised Learning-Based Plant Pipeline Leak Detection Using Frequency Spectrum Feature Extraction and Transfer Learning. IEEE Access 12 (2024)
Jaehyeok Jeong, Doyeob Yeo, Seungseo Roh, Yujin Jo, Minsuk Kim
Leak Event Diagnosis for Power Plants: Generative Anomaly Detection Using Prototypical Networks. Sensors 24 (15) (2024)
Jae-Cheol Lee, You-Rak Choi, Doyeob Yeo, Sangook Moon
Low-Power Wireless Sensor Module for Machine Learning-Based Continuous Monitoring of Nuclear Power Plants. Sensors 24 (13) (2024)
Giwan Lee, Phayuth Yonrith, Doyeob Yeo, Ayoung Hong
Enhancing detection performance for robotic harvesting systems through RandAugment. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR (2022)
Ayoung Hong, Giwan Lee, Hyunseok Lee, Jihyun Seo, Doyeob Yeo
Deep Learning Model Generalization with Ensemblein Endoscopic Images. EndoCV@ISBI (2021)
Doyeob Yeo, Chang-Ock Lee
Variational shape prior segmentation with an initial curve based on image registration technique. Image Vis. Comput. 94 (2020)
Ji-Hoon Bae, Doyeob Yeo, Junho Yim, Nae-Soo Kim, Cheol Sig Pyo, Junmo Kim
Densely Distilled Flow-Based Knowledge Transfer in Teacher-Student Framework for Image Classification. IEEE Trans. Image Process. 29 (2020)
Doyeob Yeo, Ji-Hoon Bae, Nae-Soo Kim, Cheol-Sik Pyo, Junho Yim, Junmo Kim
Sequential Knowledge Transfer in Teacher-Student Framework Using Densely Distilled Flow-Based Information. ICIP (2018)
Ji-Hoon Bae, Doyeob Yeo, Doo-Byung Yoon, Se Won Oh, Gwan-Joong Kim, Nae-Soo Kim, Cheol Sig Pyo
Deep-Learning-Based Pipe Leak Detection Using Image-Based Leak Features. ICIP (2018)