PUBLICATION (FULL List)

Seokhwa Cheung, Seungbeom Woo, Taehoon Kim, and Wonjun Hwang,
Knowledge Tailoring: Bridging the Teacher-Student Gap in Semantic Segmentation,
Pattern Recognition, Accepted, 2025 [Link]

Junmin Lee and Wonjun Hwang,
Sensor Fusion-based Autoencoder Feature Distillation for 3D Object Detection,
Electronics Letters, Vol. 61, No. 1, pp. e70295, May, 2025 [Link]

Jaemin Na, Heechul Jung, Hyung Jin Chang, and Wonjun Hwang,
Bridging Domain Spaces for Unsupervised Domain Adaptation,
Pattern Recognition, Vol. 164, pp. 111537, Aug. 2025 [Link] 

Kunliang Liu, Rize Jin, Yuelong Li, Jianming Wang, and Wonjun Hwang,
Channel and Spatial Enhancement Network for Human Parsing,
Image and Vision Computing, Vol. 152, pp. 105332, Dec. 2024 [Link]

Yuqi Lang, Kunliang Liu, Jianming Wang, and Wonjun Hwang,
Class Relationship-based Knowledge Distillation for Efficient Human Parsing,
Electronics Letters, Vol. 59, No 15, Aug. 2023 [Link]

Joonhwan Han, Seungbeom Woo, Joong-won Hwang, and Wonjun Hwang,
Weighted Alignment-based Multi-Source Domain Adaptation for Object Detection,
Electronics Letters, Vol. 59, No 2, Jan., 2022 [Link]

Ouk Choi and Wonjun Hwang,
Colored Point Cloud Registration by Depth Filtering,
Sensors, Vol. 21, No. 21, pp. 7023, Oct. 2021 [Link]

Hyeon Cho, Taehoon Kim, Hyung Jin Chang, and Wonjun Hwang,
Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a Video,
IEEE Access, Vol. 9, pp. 79562-79571, May 2021 [Link]

Youngbin Kim, Ouk Choi, and Wonjun Hwang,
Low bit-based Convolutional Neural Network for One-class Object Detection,
Electronics Letters, Vol. 57, No. 6, pp. 255-257, Mar. 2021 [Link]

Hyoungho Jung, Ryong Lee, Sanghwan Lee, and Wonjun Hwang,
Active Weighted Mapping-based Residual Convolutional Neural Network for Image Classification,
Multimedia Tools and Applications, Vol. 80, No. 24, pp. 33139-33153, Sept. 2020 [Link]

Zhengming Ding, Ming Shao, Wonjun Hwang, Sungjoo Suh, Jae-joon Han, Changkyu Choi, and Yun Fu,
Robust Discriminative Metric Learning for Image Representation,
IEEE Trans. on Circuits and Systems for Video Technology, Vol. 29, No. 11, pp. 3173-3183, Nov. 2019 [Link]

Hochul Shin, Hyeon Cho, Dongyi Kim, Dae-kwan Ko, Soo-chul Lim, Wonjun Hwang,
Sequential Image-based Attention Network for Inferring Force Estimation without Haptic Sensor,
IEEE Access, Vol. 7, pp. 150237-150246, Oct. 2019  [Link]

Jaewon Jang, Youngchan Kwon, Wonjun Hwang, and Ouk Choi,
Robust alternating optimization for extrinsic calibration of RGB-D cameras,
Electronics Letters, Vol. 55, No. 18, pp. 992-994, Sept. 2019 [Link]

Dongyi Kim, Hyeon Cho, Hochul Shin, Soo-Chul Lim, and Wonjun Hwang,
An Efficient Three-dimensional Convolutional Neural Network for Inferring Physical Interaction Force from Video,
Sensors, Vol. 19, No. 16, pp. 3579, Aug. 2019 [Link]

Heechul Jung, Jeongwoo Ju, Wonjun Hwang, and Junmo Kim,
Refining Background Subtraction using Consistent Motion Detection in Adverse Weather, 
Journal of Electronic Imaging, Vol. 28, No. 2, pp. 020501, Mar. 2019

Dong-han Lee, Wonjun Hwang, and Soo-chul Lim,
Interaction Force Estimation using Camera and Electrical Current without Force/Torque Sensor,
IEEE Sensors Journal, Vol. 18, No. 21, pp. 8863-8872, Nov. 2018 

Wonjun Hwang and Junmo Kim,
Example Image-based Feature Extraction for Face Recognition,  
Multimedia Tools and Applications, Vol. 77, No. 18, pp. 23429-23447, Sept. 2018. 

Wonjun Hwang,
Sequential Convolutional Residual Network for Image Recognition,
IEICE Trans. on Information&Systems, Vol. E101-D, No. 4, pp. 1213-1216, Apr. 2018. 

Wonjun Hwang and Soo-Chul Lim,
Inferring Interaction Force from Visual Information without using Physical Force Sensors,
Sensors, Vol. 17, No. 11, pp. 2455, Oct. 2017. 

Seon-Min Rhee, ByungIn Yoo, Jae-Joon Han, and Wonjun Hwang,
Deep Neural Network using Color and Synthesized Three-dimensional Shape for Face Recognition,
Journal of Electronic Imaging, Vol. 26, No. 2, pp. 020502, Mar. 2017. 

Wonjun Hwang and Junmo Kim,
Markov Network-based Unified Classifier for Face Recognition,
IEEE Trans. on Image Processing (TIP), Vol. 24, No. 11, pp. 4263-4275, Nov. 2015. 

Wonjun Hwang, Xiangsheng Huang, Stan Z. Li, and Junmo Kim,
Face Recognition Using Extended Curvature Gabor Classifier Bunch,
Pattern Recognition, Vol. 48, No. 4, pp. 1247-1260, Apr. 2015. 

Wonjun Hwang, Wonjun Kim, Sungjoo Suh, Jae-joon Han, and Junmo Kim,
Face Recognition using Average Example Image,
Electronics Letters, Vol. 50, No. 25, pp. 1921-1923, Dec. 2014. 

Wonjun Kim, Sungjoo Suh, Wonjun Hwang, and Jae-Joon Han,
SVD Face: Illumination-Invariant Face Representation,
IEEE Signal Processing Letters, Vol. 21, No. 11, pp. 1336-1340, Nov. 2014. 

Wonjun Hwang, Haitao Wang, Hyunwoo Kim, Seok-Cheol Kee, and Junmo Kim,
Face Recognition System Using Multiple Face Model of Hybrid Fourier Feature under Uncontrolled Illumination Variation,
IEEE Trans. on Image Processing (TIP), Vol. 20, No. 4, pp. 1152-1165, Apr. 2011. 

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang and Josef Kittler,
Component-based LDA Face Description for Image Retrieval and MPEG-7 Standardisation,
Image and Vision Computing, Vol. 23, No. 7, pp. 631-642, Jul. 2005. 

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang and Josef Kittler,
Independent Component Analysis in a Local Facial Residue Space for Face Recognition,
Pattern Recognition, Vol. 37, No. 9, pp. 1873-1885, Sept. 2004. 

Wonjun Hwang and Hanseok Ko,
Image Feature Extraction Algorithm for Support Vector Machines using Multi-layer Block Model,
IEICE Trans. on Information & Systems, Vol. E86-D, No. 3, pp. 623-632, Mar. 2003. 

Wonjun Hwang and Hanseok Ko,
Real-time Vehicle Recognition using Local Feature Extraction,
Electronics Letters, Vol. 37, No. 7, pp. 424-425, Mar. 2001. 

Jisu Han, Jaemin Na, and Wonjun Hwang,
Ranked Entropy Minimization for Continual Test-Time Adaptation,
International Conference on Machine Learning (ICML), Canada, Vancouver, Jul. 2025 (Acceptance Rate=26.9%) [Link]

Jisu Han, Jaemin Na*, and Wonjun Hwang*,
Semantic Prompting with Image Token for Continual Learning,
IEEE/CVF Winter Conference on Applications and Computer Vision (WACV), Feb. 2025

Taehoon Kim, Jaemin Na, Joong-won Hwang, Hyung Jin Chang, and Wonjun Hwang,
Dual Prototype-driven Objectness Decoupling for Cross-Domain Object Detection in Urban Scene,
17th Asian Conference on Computer Vision (ACCV), pp. 1148-1165, Hanoi, Vietnam, Dec. 2024 

Jisu Han, Jaemin Na, and Wonjun Hwang,
SRIL: Selective Regularization for Class-Incremental Learning,
17th Asian Conference on Computer Vision (ACCV), pp. 1532-1548, Hanoi, Vietnam, Dec. 2024

Taehoon Kim, Jaemin Na, Joong-Won Hwang, and Wonjun Hwang,
Stay Focus on Object: Cross-Domain Detection using Domain-invarant Object Representation,
IEEE Int'l Conf. on Image Processing (ICIP), pp. 2487-2493, Abu Dhabi, UAE, Oct. 2024

Dinh Phat Do, Taehoon Kim, Jaemin Na, Jiwon Kim, Keonho Lee, Kyunghwan Cho, and Wonjun Hwang,
D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection,
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 23313-23322, Seattle, WA, US, Jun. 2024 (Acceptance Rate=23.58%) [Link]

Jaemin Na, Jung-Woo Ha, Hyung Jin Chang, Dongyoon Han*, and Wonjun Hwang*,
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation,
Advances in Neural Information Processing Systems (NeurIPS), Vol. 36, pp. 40367-40380, Dec. 2023 (Acceptance Rate=26.1%) [Link] 

Junyong Choi, Hyeon Cho, Seockhwa Jeong, and Wonjun Hwang,
ORC: Network Group-based Knowledge Distillation using Online Role Change,
IEEE/CVF Int'l Conf. on Computer Vision (ICCV), pp. 17381-17390, Paris, France, Oct. 2023 (Acceptance Rate=26.15%) [Link]

Hyeon Cho, Junyong Choi, Geonwoo Baek and Wonjun Hwang,
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection,
IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 13540-13549, Vancouver, Canada, Jul. 2023 (Acceptance Rate=25.78%) [Link]

Jaemin Na, Dongyoon Han, Hyung Jin Chang, and Wonjun Hwang,
Contrastive Vicinal Space for Unsupervised Domain Adaptation,
European Conf. on Computer Vision (ECCV), pp. 92-110, Tel Aviv, Israel, Oct. 2022 (Acceptance Rate=28%) [Link]

Kunliang Liu, Ouk Choi, Jianming Wang, and Wonjun Hwang,
CDGNet: Class Distribution Guided Network for Human Parsing,
IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 4473-4482, New Orleans, US, Jun. 2022 (Acceptance Rate=25.2%) [Link]

Wonchul Son, Jaemin Na, Junyong Choi, and Wonjun Hwang, 
Densely Guided Knowledge Distillation using Multiple Teacher Assistants,
IEEE/CVF Int'l Conf. on Computer Vision (ICCV), pp. 9395-9404,  Oct. 2021 (Acceptance Rate=25.9%) [Link]

Jaemin Na, Heechul Jung, Hyung Jin Chang, and Wonjun Hwang,
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation,
IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 1094-1103, Jun. 2021 (Acceptance Rate=23.7%) [Link]

Youngbin Kim and Wonjun Hwang,
Real Full Binary Neural Network for Image Classification and Object Detection,
The 5th Asian Conference on Pattern Recognition (ACPR), Nov. 2019 (LNCS) [Link]

Jaemin Na and Wonjun Hwang,
Representation Learning for Style and Content Disentanglement with Autoencoders,
The 5th Asian Conference on Pattern Recognition (ACPR), Nov. 2019 (LNCS) [Link]

Hyeon Cho, HyungHo Kim, Dae-kwan Ko, Soo-Chul Lim, Wonjun Hwang,
Which LSTM Type is Better for Interaction Force Estimation?,
7th International Conference on Robot Intelligence Technology and Applications (RiTA), pp. 61-66, Nov. 2019

HyungHo Kim, Hyeon Cho, Ouk Choi, Wonjun Hwang,
D-ALICE: Domain Adaptation-based Labeling the human In Cartoon imagE,
7th International Conference on Robot Intelligence Technology and Applications (RiTA), pp. 78-82, Nov. 2019

Jaeyeon Park. Hyeon Cho, Wonjun Hwang, Rajesh K. Balan, Jeonggil Ko,
Poster: Deep ECG Wave Estimation Model with Seismograph Sensor,
Proceedings of the 17th Annual Int'l Conf. on Mobile Systems, Applications, and Services (MobiSys), pp. 568-569, Jun. 2019

Hyeon Cho, Dongyi kim, Junho Park, Kyungshik Roh, and Wonjun Hwang,
2D Barcode Detection using Images for Drone-assisted Inventory Management,
15th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Hawaii, US, pp. 467-471 , Jun. 2018

Taeho Kim and Wonjun Hwang,
Unsupervised Convolutional Neural Network with Virtual Class,
the 18th International Symposium on Advanced Intelligent Systems, pp. 690-695, Daegu, Korea, Oct. 2017 

Jiwhan Kim, Dongyoon Han, Wonjun Hwang, and Junmo Kim,
3D Face Recognition via Discriminative Keypoint Selection,
14th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Jeju, Korea, pp. 477-480, Jun. 2017.

Hao Feng, Biao Wang, Chao Zhang, Bing Yu, Wonjun Hwang, Jae-Joon Han, Changkyu Choi, Haitao Wang,
A Fast Multi-view Face Detector for Mobile Phone,
IEEE Int'l Conf. on Image Processing (ICIP), Arizona, USA, pp. 3219 - 3223, Sept. 2016. 

Biao Wang, Xuetao Feng, Lujin Gong, Hao Feng, Wonjun Hwang, and Jae-joon Han,
Robust Pose Normalization for Face Recognition Under Varying Views,
IEEE Int'l Conf. on Image Processing (ICIP), Quebec, Canada, pp.1648 - 1652, Sept. 2015

Wonjun Hwang, Kyungshik Roh, and Junmo Kim,
Markov Network-based Unified Classifier for Face Identification,
IEEE Int'l Conf. on Computer Vision (ICCV), pp. 1952-1959, Sidney, Australia, Dec. 2013. (Acceptance Rate = 27.87%)

Wonjun Hwang, Kyungshik Noh, and Junmo Kim,
Markov Network-based Multiple Classifier for Face Image Retrieval,
IEEE Int'l Conf. on Image Processing (ICIP), pp. 3685-3689, Melbourne, Australia, Sept. 2013.

Wonjun Hwang, Xiangsheng Huang, Kyungshik Roh, and Junmo Kim,
Face Recognition System Using Extended Curvature Gabor Classifier Bunch for Low-Resolution Face Image,
IEEE Conf. on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 15-22, Colorado Springs, USA, Jun. 2011.

Wonjun Hwang, Haibing Ren, Hyunwoo Kim, Seok-Cheol Kee, and Junmo Kim,
Face Recognition using Gender Information,
IEEE Int'l Conf. on Image Processing (ICIP), pp. 4129-4132, Cairo, Egypt, Nov. 2009.

Hyun-Chul Kim, Hyoung-Joon Kim, Wonjun Hwang, Seok-Cheol Kee, and Whoi-Yul Kim,
Facial Feature Point Extraction using the Adaptive Mean Shape in Active Shape Model,
Lecture Notes in Computer Science(LNCS), Mirage 2007, pp. 421-429, France, Mar. 2007.

Wonjun Hwang, Gyutae Park, Jongha Lee, and Seok-Cheol Kee,
Multiple Face Model of Hybrid Fourier Feature for Large Face Image Set,
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), pp. 1574-1581, New York, USA, Jun. 2006. (Acceptance Rate = 23.3%)

Wonjun Hwang, Jiyeun Kim and Seok-Cheol Kee,
Face Recognition using Local Features based on Two-layer Block Model,
Proc. IAPR, Machine Vision Applications (MVA), pp. 104-107, Japan, May 2005.

Wonjun Hwang and Seok-Cheol Kee,
International Standardization on Face Recognition Technology,
Lecture Notes in Computer Science(LNCS), Advances in Biometric Person Authentication, Vol. 3338, pp. 349-357, Dec. 2004.

Wonjun Hwang, Tae-Kyun Kim, and Seok-Cheol Kee,
LDA with Subgroup PCA Method for Facial Image Retrieval,
5th Int’l Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Portugal, Apr. 2004.

Hyunwoo Kim, Tae-Kyun Kim, Wonjun Hwang, and Seok-Cheol Kee,
A Recursive Matching Method for Content-based Image Retrieval,
5th Int’l Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Portugal, Apr. 2004.

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee, and Josef Kittler,
Face Description based on Decomposition and Combining of a Facial Space with LDA,
IEEE Int'l Conf. on Image Processing (ICIP), Spain, Sept. 2003.

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee, and Josef Kittler,
Independent Component Analysis in a Facial Local Residue Space,
IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Madison, USA, Jul. 2003. (Oral, Acceptance Rate=6.6%)

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee, and Jongha Lee,
Component-based LDA Face Descriptor for Image Retrieval,
British Machine Vision Conference (BMVC), pp. 507-516, England, Sept. 2002.

Wonjun Hwang and Hanseok Ko,
Color Enhancement in Images with Single CCD Camera in Night Vision Environment,
Int’l Conf. Circuits/Systems Computers and Communications (ITC-CSCC), Vol. 1, pp. 58-61, Pusan, Korea, Jul. 2000.

안창준, 전윤호, 황원준, "루프 기반 지속 학습," 방송공학회논문지 제 30권 제 4호, pp. 599-608, 2025년 7월

안현모, 유광석, 이무재, 황원준, "모바일 실시간 프레임 보간을 위한 경량화 네트워크," 전자공학회논문지, Vol. 60, No. 5, pp. 499-506, May 2023

나재민, 황원준, "딥러닝 기반의 도메인 적응 기술: 서베이," 방송공학회논문지, Vol. 27, No. 4, Jul. 2022

김태훈, 황원준, "특화된 자기 지도 학습 방법들의 협업 학습을 통한 행동 인식 성능 개선," 전자공학회 논문지, Vol. 59, No. 2, pp. 101-107, Feb. 2022

황원준, "딥러닝 기반 얼굴 인식 최신 기술 동향," 전자공학회지, Vol. 46, No. 8, pp. 15-22, Aug. 2019

조상흠, 이용, 나재민, 김영빈, 박민우, 이상환, 황원준, "CycleGAN을 이용한 야간 상황 물체 검출 알고리즘," 멀티미디어학회 논문지, Vol. 22, No. 1, pp. 44-54, Jan. 2019

백상현, 황원준, "Deep Learning을 사용한 백상광 주사 간섭계의 높이 측정 방법," 멀티미디어학회 논문지, Vol. 21, No. 8, pp, 864-875, Aug. 2018 

황원준, "딥러닝 기반 얼굴 검출, 랜드마크 검출 및 얼굴 인식 기술 연구 동향," 방송과 미디어, Vol. 22, No. 4, pp. 41-49, Oct. 2017

백상현, 황원준, "Optical Flow를 사용한 동영상 흔들림 자동 평가 방법," 멀티미디어학회 논문지, Vol. 20, No. 8,  pp. 1,236-1,247, Aug. 2017 

Wonjun Hwang, Wonjun Kim, Sungjoo Suh, ByungIn Yoo, Seon-Min Rhee, Kyuhong Kim, Jung-Bae Kim, Seungju Han, Namjoon Kim, Jae-Joon Han, and Changkyu Choi, "A Highly Reliable Authentication using Fingerprint and Face Recognition for Mobile Devices," Samsung Journal of Innovative Technology, Vol. 12, No. 1, 2015. [English] (Bronze Award)

Byungin Yoo, Wonjun Hwang, Seungju Han, Seonmin Rhee, Jungbae Kim, and Jaejoon Han, "Research Trend for Approaching Human-Level Image Recognition based on Deep Learning," Communications of Korean Institute of Information Scientists and Engineers(KIISE), Vol. 33, No. 9, pp. 32-41, Sept. 2015. [Invited Paper, Korean]

Wonjun Hwang, Jiwhan Kim, Dongyoon Han, and Junmo Kim, "A Survey of Face Recognition Technique for Real Media Processing," Korea Society Broadcast Engineers Magazine, Vol. 19, No. 3, pp. 111-122, Jul. 2014. [Invited Paper, Korean]

Wonjun Hwang and Junmo Kim, "Survey on Face Recognition Robust to Illumination Variation and for FRGC," The Magazine of the IEEK, Vol. 39, No. 2, pp. 108-116, Feb. 2012. [Invited Paper, Korean]

Gyutae Park, Jongha Lee, Wonjun Hwang, and Seok-Cheol Kee, "A Complementary Feature Design and Integrated Framework for Large-Class Face Recognition," Samsung Journal of Innovative Technology, Vol. 2, No. 1, Feb. 2006. [English] (Silver Award)

정석화, 황원준, "시멘틱 세그멘테이션에서 교사와 학생 모델의 역량 차이 극복을 위한 지식 맞춤화 증류 기법," 제 35회 인공지능신호처리학술대회, pp. 208-211, 2025년 9월 (*우수상 수상)

DIHN PHAT DO, 김태훈, 황원준, "MTR: Mix to Reduce Domain Gap Between RGB and Thermal for Domain-Adaptive Object Detection," 제 35회 인공지능신호처리학술대회, pp. 130-133, 2025년 9월 (*우수상(포스터) 수상)

곽태우, 황원준, 조현석, "클래스 증분 시멘틱 세그멘테이션에서의 오류 경계 크기를 고려한 가중치 병합," 대한전자공학회 하계학술대회, 2025년 6월 

이휘수, 황원준, "소스 프리 도메인 적응을 위한 멀티모달 파운데이션 모델 기반의 의사 라벨 할당 방법," 제 37회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2025 (*우수논문상 동상 수상)

김민식, 황원준, "Monocular 3D Object Detection을 위한 2D-3D Mix-Teaching 기반 Cross-Modality Knowledge Distillation," 제 37회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2025

최민건, 황원준, "비전 트랜스포머를 위한 Heterogeneous Dual Teacher 지식 증류 기법," 제 37회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2025

김윤재, 황원준, "영상 정보 없이 파운데이션 모델과 라벨 정보만을 활용한 분류 모델 경량화," 제 37회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2025

한지수, 나재민, 황원준, "파운데이션 모델을 통한 협력적 도메인 적응 및 망각 극복," 제 37회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2025

박지희, 황원준, "온라인 테스트 타임 적응을 위한 계층적 적응 속도 조정," 제 37회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2025

이정수, 황원준, "이미지 분류를 위한 양자화 단계 인식 학습," 제 34회 인공지능신호처리 학술대회, Oct. 2024

한지수, 나재민, 황원준, "토큰 수준 프롬프트를 통한 사전학습 모델 기반 지속학습, " 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024 (*우수포스터 발표상 수상)

정석화, 황원준, "시멘틱 세그멘테이션을 위한 재구성과 보안 기법을 통한 지식 증류 기법 연구," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024

이준민, 백건우, 정석화, 황원준, "3D 객체 검출을 위한 특징맵 지식증류를 적용한 지식 증류 연구," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024

이정수, 황원준, "이미지 피처 지식 증류 방법을 적용한 센서 퓨전 딥러닝 연구," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024

유승수, 김태훈, DO DINH PHAT, 김지원, 이건호, 조경환, 황원준, "카테고리에 따른 도메인 판별자를 통한 멀티 모달 도메인 간 객체 감지,"  제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024

우승범, 백건우, 김태훈, 나재민, 황중원, 황원준, "다중 타겟 도메인 적응 시멘틱 세그멘테이션을 위한 순환적 도메인 브리징," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024 (*우수논문상 금상 수상)

Geonwoo Baek, Seokhwa Cheung, TaeHoon Kim, Seungbeom Woo, Wonjun Hwang, "Omni-Scale Relation Distillation for Object Detection," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024 

Do Dinh Phat, TaeHoon Kim, Jaemin Na, Seungsoo Yu, JiwonKim, Keonho LEE, Kyunghwan Cho, Wonjun Hwang, "Distinctive Dual-Domain Teacher: Bridging the RGB-Thermal Gap in Domain Adaptive Object Detection," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024 (*우수논문상 은상 수상)

Jie Xu, Wonjun Hwang, "Enhancing Contractility of Binary Neural Network using Assistive Distillation & Fine-grained Pruning," 제 36회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2024

조현, 백건우, 최준용, 황원준, "3D Object Detection을 위한 Interchange Transfer 기반 Knowledge Distillation," 제 35회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2023 (*우수논문상 은상 수상)

김태훈, 나재민, 황원준, "Birds of a Feature: 도메인 불변 객체 표현을 사용한 도메인 적응 객체 검출," 제 35회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2023 (*우수논문상 장려상 수상)

도딘팟, 한준환, 황원준, "Domain Specific Network for Multi-source Domain Adaptation," 제 35회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2023

백건우, 황원준, "Dense Object Detector를 위한 Task-Decoupled Feature Distillation," 제 35회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2023

정석화, 황원준, "시멘틱 세그멘테이션 위한 스케일 변화를 적용한 지식 증류 연구," 제 35회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2023

YUQI LANG, Wonjun Hwang, "Implementation Real-time Human Parsing using a Lightweight Approach," 대한전자공학회 추계학술대회, Nov. 2022

한지수, 황원준, "균일성 유지를 통한 클래스 증분 학습," 제 32회 신호처리합동학술대회, Sept. 2022

한준환, 도딘팟, 황원준, "차등적 도메인 정렬을 통한 다중 소스 도메인 적응 물체 검출기," 제 32회 신호처리합동학술대회, Sept. 2022

최준용, 조현, 황원준, "Collaborative learning 기반 Adaptive Model Knowledge Distillation," 제 34회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2022 (*우수논문상 은상 수상)

한준환, 황원준, "Source 이미지와 Target 이미지 Mixup을 통한 Unsupervised Domain Adaptation Object Detection 성능 향상," 제 31회 신호처리합동학술대회, Oct. 2021

김태훈, 황원준, "자기 지도 학습의 공동 교육 방법을 통한 행동 인식 성능 개선," 대한전자공학회 하계종합학술대회, July 2021 (*네이버 논문상 수상)

노준호, 우승범, 황원준, "라벨 노이즈 환경에서 확률분포 예측 성능 향상 방법," 한국정보통신학회 춘계 종합학술대회, May 2021 (*우수논문상 수상)

손원철, 최준용, 황원준, "교사-학생 모델 간 극심한 크기 및 성능 차이 극복을 위한 Multiple Assistants 기반 Densely Guided Knowledge Distillation," 제 33회 영상처리 및 이해에 관한 워크샵(IPIU), Feb. 2021 (*우수논문상 금상 수상)

손원철, 황원준, "저성능 시스템의 즉각 처리 컨볼류션 신경망 사용을 위한 중간 교사 모델 지식 증류법," 제 30회 신호처리합동학술대회, pp 8-11, Sept. 2020 (* 우수논문상 수상)

신상민, 황원준, "생성적 적대 신경망의 학습 방법에 따른 비교," 2020년 대한전자공학회 하계학술대회, Aug. 2020

강지은, 조현, 황원준, "Computer vision을 활용한 interaction force estimation 모델 성능 개선," 2020년 대한전자공학회 하계학술대회, Aug. 2020

김태훈, 조현, 황원준, "Semi-supervised Classification using Self-supervised Technique," 제 32회 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 2020

김형호, 조현, 강지은, 최욱, 황원준, "분할모델 성능향상을 위한 Segmentation-consistent GAN," 제 32회 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 2020

강상연, 나재민, 황원준, "긴급조향제어를 위한 YOLO기반 주변환경 인식," 제 32회 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 2020

김태훈, 황원준, "CNN 기반 Jigsaw Puzzle 문제 해결 연구," 한국통신학회 추계종합학술대회, Nov. 2019

김성헌, 황원준, "최신 얼굴 인식기 손실 함수의 이미지 분류 성능에 대한 고찰," 한국방송미디어공학회 추계학술대회, Nov. 2019

나재민, 황원준, "특징 분리를 위한 표현학습," 제 29회 신호처리합동학술대회, pp. 7-10, Sept. 2019 (* 우수논문상 수상)

김영빈, 나재민, 조상흠, 황원준, "딥러닝 검출기 성능향상을 위한 GAN기반 Domain Adaptation," 제 31회 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 2019 (* 우수논문상 동상)

강상연, 조현, 황원준, "딥러닝 기반 동영상 장면 분류 기법," 한국통신학회 추계종합학술발표회, Nov. 2018

홍준표, 김형호, 김동이, 황원준, "GAN과 Edge Detector를 사용한 Webtoon 자동 채색 기법," 한국컴퓨터종합학술대회(KCC), pp. 2166-2168, 제주도, Jun., 2018 (* 우수상 수상)

김형호, 홍준표, 김동이, 황원준, "GAN을 사용한 영상 컨텐츠 리마스터링 기법," 한국컴퓨터종합학술대회(KCC), pp. 2172-2174, 제주도, Jun., 2018 (* 장려상 수상)

김동이, 황원준, "불규칙적인 해상도 변화에 강인한 동영상 화질 복원을 위한 프레임간 특징 혼합 기법," 한국멀티미디어학회 춘계학술발표대회 논문집, 제 21권, 1호, pp. 436-440, May, 2018

신호철, 황원준, "편향성 채널을 이용한 강화학습의 전략 전환 기법," 한국멀티미디어학회 춘계학술발표대회 논문집, 제 21권, 1호, pp. 441-444, May, 2018

조현, 김동이, 황원준, "선택적 탐색과 SVM을 이용한 바코드 위치 인식," 제 30회 영상처리 및 이해에 관한 워크샵 (IPIU), Jeju, Korea, Feb. 2018.

서윤경, 조상흠, 황원준, "최근 정보통신 기술 YOLO를 통해 자율주행자동차의 object detection과 classification에 관한 연구," 한국통신학회 동계종합학술발표회, pp. 0828-0829, Jan. 2018.

신호철, 최재영, 황원준, "Face Alignment와 뼈대이론을 이용한 동양화풍 캐리커처 생성," 제 29회 영상처리 및 이해에 관한 워크샵 (IPIU), Jeju, Korea, Feb. 2017.

Wonjun Hwang, Xiangsheng Huang, Kyungshik Roh, and Junmo Kim, "Extended Curvature Gabor Classifier for Face Recognition," 23th Workshop on Image Processing and Image Understanding, Jeju, Korea, Feb. 2011.

Hyun-Chul Kim, Hyoung-Joon Kim, Wonjun Hwang, Seok-Cheol Kee, and Whoi-Yul Kim, "Facial Feature Extraction using an Active Shape Model with an Adaptive Mean Shape," Korea Computer Congress 2005, Vol. 32, No. 1(b), Jul. 2005. [Korean]

Wonjun Hwang, Myungcheol Song, Hongryul Na and Hanseok Ko, "Intelligent Vehicle Recognition using Novel Feature Extraction," Proc., Korean Human Computer Interaction, pp. 558-563, Feb. 2001. [English]

Wonjun Hwang, Myungcheol Song and Hanseok Ko, "The Efficient Vehicle Recognition Algorithm using Support Vector Machines," Proc. Korean Signal Processing Conference, Vol. 13, No. 1, pp. 327-330, Sept. 2000. [Korean]

Jungduk Son, Wonjun Hwang, Hanseok Ko, "Robust Motion Tracking of Multiple Objects using Optical Flow and IMMPDAF," Proc., Korean Human Computer Interaction, pp. 85-90, Jan. 2000. [English]

Jungduk Son, Wonjun Hwang, Hungkyu Lee and Hanseok Ko, "Multiple Object Tracking using Optical Flow and IMMPDAF from Complex Image Sequence," Proc., Korean Signal Processing Conference, Vol. 12, No. 1, pp. 207-210, Oct. 1999. [Korean]