Seong-Tae Kim

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Face Authentication

Object Detection

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

Seong-Tae Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar, Matthias Keicher, Tobias Czempiel, Egon Burian, Rickmer Braren, Nassir Navab, Thomas Wendler
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs. CoRR (2021)
Jung Uk Kim, Seong-Tae Kim, Hong Joo Lee, Sangmin Lee, Yong Man Ro
CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection. IEEE Trans. Circuits Syst. Video Technol. 31 (9) (2021)
Aadhithya Sankar, Matthias Keicher, Rami Eisawy, Abhijeet Parida, Franz Pfister, Seong-Tae Kim, Nassir Navab
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images. CoRR (2021)
Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong-Tae Kim, Benjamin Busam, Nassir Navab
OperA: Attention-Regularized Transformers for Surgical Phase Recognition. CoRR (2021)
Stefan Denner, Ashkan Khakzar, Moiz Sajid, Mahdi Saleh, Ziga Spiclin, Seong-Tae Kim, Nassir Navab
Spatio-Temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation. BrainLes@MICCAI (1) (2020)
Wissam J. Baddar, Jisoo Son, Dae Hoe Kim, Seong-Tae Kim, Yong Man Ro
A deep facial landmarks detection with facial contour and facial components constraint. ICIP (2016)
Dae Hoe Kim, Seong-Tae Kim, Yong Man Ro
Latent feature representation with 3-D multi-view deep convolutional neural network for bilateral analysis in digital breast tomosynthesis. ICASSP (2016)
Seong-Tae Kim, Dae Hoe Kim, Yong Man Ro
Facial dynamic modelling using long short-term memory network: Analysis and application to face authentication. BTAS (2016)
Seong-Tae Kim, Dae Hoe Kim, Yong Man Ro
Spatio-temporal representation for face authentication by using multi-task learning with human attributes. ICIP (2016)
Dae Hoe Kim, Seong-Tae Kim, Wissam J. Baddar, Yong Man Ro
Feature extraction from bilateral dissimilarity in digital breast tomosynthesis reconstructed volume. ICIP (2015)
Seong-Tae Kim, Dae Hoe Kim, Dong Jin Ji, Yong Man Ro
Region matching based on local structure information in ipsilateral digital breast tomosynthesis views. ICIP (2015)
Seong-Tae Kim, Dae Hoe Kim, Eun Suk Cha, Yong Man Ro
Mass detection based on pooled mass probability map of 3D reconstructed slices in digital breast tomosynthesis. BHI (2014)
Seong-Tae Kim, Dae Hoe Kim, Yong Man Ro
Generation of conspicuity-improved synthetic image from digital breast tomosynthesis. DSP (2014)