Publication
  • International
    Journals
  • International
    Conferences
  • Domestic
    Conferences/Journals
  • Patents
Online Multi-Object Tracking with Visual and Radar Features, IEEE Access, Vol. 8, PP. 90324-90339, May, 2020

by Seung-Hwan Bae
DOI: 10.1109/ACCESS.2020.2994000


Generative Adversarial Ensemble Learning for Face Forensics, IEEE Access, Vol. 8, PP. 45421-45431, March, 2020

by Jae-Yong Baek, Yong-Sang Yoo, and Seung-Hwan Bae*
DOI: 10.1109/ACCESS.2020.2968612


Adversarial Learning with Knowledge of Image Classification for Improving GANs, IEEE Access, Vol. 7, No. 1, PP. 56591-56605, April, 2019
by Jae-Yong Baek, Yong-Sang Yoo, and Seung-Hwan Bae*
DOI: 10.1109/ACCESS.2019.2913697


Survey of Amplitude-Aided Multi-Target Tracking Methods, IET Radar, Sonar and Navigation (RSN), Vol. 13, No. 2, PP. 243-253, February, 2019
by Seung-Hwan Bae
DOI: 10.1049/iet-rsn.2018.5064


Learning Discriminative Appearance Models for Online Multi-Object Tracking with Appearance Discriminability Measures, IEEE Access, Vol. 6, No. 1, PP. 67316-67328, December, 2018
by Seong-Ho Lee, Myung-Yun Kim, and Seung-Hwan Bae*
DOI: 10.1109/ACCESS.2018.2879535


Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 40, No. 3, PP. 595-610, March, 2018
by Seung-Hwan Bae and Kuk-Jin Yoon
DOI: 10.1109/TPAMI.2017.2691769

Joint estimation of multi-target signal-to-noise ratio and dynamic states in cluttered environment, IET Radar, Sonar and Navigation (RSN), Vol. 11, No. 3, PP. 539-549, April, 2017
by Seung-Hwan Bae, Jong-Youl Park, and Kuk-Jin Yoon
DOI: 10.1049/iet-rsn.2016.0416


Multi-Classifier-based Automatic Polyp Detection in Endoscopic Images, Journal of Medical and Biological Engineering (JMBE), Vol. 36, No. 6, PP. 871-882, November, 2016

by Yeong-Jun Cho, Seung-Hwan Bae, and Kuk-Jin Yoon
Polyp Detection via Imbalanced Learning and Discriminative Feature Learning, IEEE Transactions on Medical IMAGING (TMI), Vol. 34, No. 11, PP. 2379-2393, November, 2015 [Demo]
by Seung-Hwan Bae and Kuk-Jin Yoon
DOI: 10.1109/TMI.2015.2434398


Robust Online Multi-Object Tracking with Data Association and Track Management, IEEE Transactions on Image Processing (TIP), Vol. 23, No. 7, PP. 2820-2833, July, 2014 [Demo]
by Seung-Hwan Bae and Kuk-Jin Yoon
DOI: 10.1109/TIP.2014.2320821


Classification of road surface status using a 94 GHz dual-channel polarimetric radiometer, International Journal of Remote Sensing (IJRS), Vol. 33, No. 18, PP. 5746-5767, September, 2012
by Il Young Song, Ju Hong Yoon, Seung-Hwan Bae, Moon Gu Jeon, and Vladimir Shin
Automated Multi-target Tracking with Kinematic and Non-kinematic Information, IET Radar, Sonar and Navigation (RSN), Vol. 6, No. 4, PP. 272-281, April, 2012
by Seung-Hwan Bae, Du Yong Kim, Ju Hong Yoon, Vladimir Shin, and Kuk-Jin Yoon
DOI: 10.1049/iet-rsn.2011.0154

Joint Initialization and Tracking of Multiple Moving Objects Using Doppler Information, IEEE Transactions on Signal Processing (TSP), Vol. 59, No. 7, PP. 3447-3452, March, 2011
by Ju Hong Yoon, Du Yong Kim, Seung-Hwan Bae, and Vladimir Shin
DOI: 10.1109/TSP.2011.2132720

Maximum probability data association particle filter with amplitude information, International Journal of Systems Control, Vol. 1, No. 3, PP. 138-145, May, 2010
by Seung Hwan Bae, Du Yong Kim, Ju Hong Yoon and Vladimir Shin
Object Detection based on Region Decomposition and Assembly, AAAI Conference on Artificial Intelligence (AAAI), (Accept rate 16.2%), January, 2019

by Seung-Hwan Bae

Rank of Experts: Detection Network Ensemble, Computing Research Repository (CoRR), December, 2017

by Seung-Hwan Bae, Youngwan Lee, Youngjoo Jo, Yuseok Bae, and Joong-won Hwang
Robust Online Multi-Object Tracking based on Tracklet Confidence and Online Discriminative Appearance Learning, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2014
by Seung-Hwan Bae and Kuk-Jin Yoon
[Demo] [Project & Code]
Algorithm for unknown SNR estimation based on sequential monte Carlo method in cluttered environment, International Conference on Control, Automation and Systems (ICCAS), Seoul, Korea, October, 2010
by Seung Hwan Bae, Yong Hoon Kim, Seok Jae Lee, Ju-Hong Yoon, Vladimir Shin
Monitoring of road surface status using a passive millimeter wave sensor, 17th ITS World Congress, Busan, Korea, October, 2010
by Seung Hwan Bae, Ju Hong Yoon, Il Young Song, Yong Hoon Kim, Vladimir Shin*
적대적 앙상블 학습을 통한 합성 얼굴 이미지 판별, 제33회 영상처리 및 이해에 관한 워크샵, February, 2021
By Yong-Sang Yoo and Seung-Hwan Bae*
외형 분별력 평가를 통한 온라인 다중 객체 추적에서의 외형 모델 학습, 제33회 영상처리 및 이해에 관한 워크샵, February, 2021
by Dae-Hyeon Park, Seong-Ho Lee, and Seung-Hwan Bae*
Online Multi-Object Tracking by Learning Discriminative Appearance with Fourier Transform and Partial Least Square Analysis, Journal of The Korea Society of Computer and Information (한국컴퓨터정보학회논문), Vol. 25, No. 2, PP. 49-58, February, 2020
by Seong-Ho Lee, Seung-Hwan Bae
강인한 온라인 다중 객체 추적을 위한 신뢰도 기반 데이터 연관 및 딥러닝기반 외형 학습, 제30회 영상처리 및 이해에 관한 워크샵, February, 2018
by Seung-Hwan Bae and Kuk-Jin Yoon
Probabilistic data association with amplitude information filter based with unknown SNR information in cluttered environment, Proc. Information and Communication Field Union Congress, October, 2010
by Seung Hwan Bae, Tae Sun Choi, Vladimir Shin
Comparison of distributed receding horizon filtering for linear discrete-time systems with uncertainties, Proc.Intern. Conf. on Computer and Automation Engineering, February, 2010.
by Ju Hong Yoon, Seung Hwan Bae, and Vladimir Shin
Comparison and analysis of distributed fusion filtering algorithm, Proc. Information and Communication Field Union Congress, pp. 37-43, Gwangju, Korea, November, 2009 (Outstanding Paper Awarded).
by Seung Hwan Bae, Ju Hong Yoon, Vladimir Shin*
Comparison of distributed fusion filters for linear dynamic system with uncertainty, Proc. 2nd Intern. Conf. on Computer and Network Technology, October, 2009.
by Ju Hong Yoon, Seung Hwan Bae, and Vladimir Shin
"영상에서의 객체 추적을 위한 트랙렛의 특징 벡터 할당을 수행하는 전자 장치 및 그 동작 방법", KR 등록번호, 10-2176179, November, 2020.
by Seung-Hwan Bae
"특징맵에 대한 영역 분할과 병합을 통해 기계학습 기반의 객체 식별을 수행하는 전자 장치 및 그 동작 방법", KR 등록번호, 10-2026139, September, 2019.
by Seung-Hwan Bae
"다중 객체 추적을 위한 트랙렛의 특징 벡터 할당이 가능한 전자 장치 및 그 동작 방법", KR 등록번호, 10-1991307-0000, June, 2019.
by Seung-Hwan Bae
"POLYP DETECTION APPARATUS AND METHOD OF OPERATING THE SAME", US9530205B2, December, 2016.
by Sung-Hyun Kim, Kuk-Jin Yoon, Seung-Hwan Bae, Yeong-Jun Cho, Tae-Kyung Kim, Ji-Woon Jung