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Department of Data Science
홈 영문-일반대학원 Department Department of Data Science Faculty
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Name
 Jin-Woo Jeong
MAJOR
 Interactive computing, machine learning and its applications
TEL
 02-970-6468
E-mail
 jinw.jeong@seoultech.ac.kr
Journal Papers
◾ A Systematic Literature Review on Personality Modeling and Representation for Personalized Social Robot Services, 소셜로봇 개인화 서비스를 위한 성격 모델링과 표현에 대한 체계적 문헌 검토, vol.24 No.7 pp.515~523, 2023정진우
◾ Neuromodulatory feasibility of a current limiter-based tDCS device: a resting-state electroencephalography study, BIOMEDICAL ENGINEERING LETTERS, vol.13 No.3 pp.407~415, 2023정진우
◾ Light-FER: A Lightweight Facial Emotion Recognition System on Edge Devices, Sensors, vol.22 No.23, 2022정진우
◾ Deep Learning-based Electric Kickboard Helmet Detection under Night Driving Conditions, Transactions of the Korean Institute of Electrical Engineers, vol.71 No.10 pp.1411~1419, 2022정진우
◾ Simply Fine-Tuned Deep Learning-Based Classification for Breast Cancer with Mammograms, CMC-COMPUTERS MATERIALS & CONTINUA, vol.73 No.3 pp.4677~4693, 2022정진우
◾ Automatic Cancer Cell Taxonomy Using an Ensemble of Deep Neural Networks, CANCERS, vol.14 No.9, 2022정진우
◾ Deep Learning Based Data Fusion Methods for Multimodal Emotion Recognition, The Journal of Korean Institute of Communications and Information Science, vol.47 No.1 pp.79~87, 2022정진우
◾ A Novel Multistage Transfer Learning for Ultrasound Breast Cancer Image Classification, DIAGNOSTICS, vol.12 No.1, 2022정진우
◾ Classification of the Sidewalk Condition Using Self-Supervised Transfer Learning for Wheelchair Safety Driving, SENSORS, vol.22 No.1, 2022정진우
◾ Multi-view Multi-modal Head-Gaze Estimation for Advanced Indoor User Interaction, CMC-COMPUTERS MATERIALS & CONTINUA, 2021정진우
Conference Papers
◾ 정진우
◾ Daun Kim, Ji Yeon Oh, Jae-Yeop Jeong, and Jin-Woo Jeong, EmoFlow: Visualizing Emotional Changes in Video Chat – Preliminary Study, Proceedings of ACM International Conference on Mobile Human Computer Interaction (MobileHCI), 그리스, 2023정진우
◾ SangHwa Hong and Jin-Woo Jeong, Dynamic Noise Injection for Facial Expression Recognition In-the-Wild, Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 캐나다, 2023정진우
◾ 홍상화, 홍영기, 정진우, 홀로렌즈2기반 CPR 압박 빈도와 깊이의 적절성 추정, 한국정보과학회 2023 한국컴퓨터종합학술대회 논문집, 제주, 2023정진우
◾ 김남섭, 정재엽, 정진우, 몰입형 가상현실과의 상호작용을 위한 심층 오디오 전이학습 기반 제스처 분류 및 지역화 모델 개발, 한국정보과학회 2023 한국컴퓨터종합학술대회 논문집, 제주, 2023정진우
◾ 김도영, 김다운, 정진우, 음성통화 환경에서의 배경소음을 활용한 사용자의 공간적 맥락 이해, 한국정보과학회 2023 한국컴퓨터종합학술대회 논문집, 제주, 2023정진우
◾ 민예원, 오지연, 정진우, 자율주행버스 내 승객 안전을 위한 교통약자 탐지 시스템, 한국정보과학회 2023 한국컴퓨터종합학술대회 논문집, 제주, 2023정진우
◾ Ji Yeon Oh, Daun Kim, Jae-Yeop Jeong, Elizaveta Lukianova, and Jin-Woo Jeong, Tingle Just for You: A Preliminary Study of AI-based Customized ASMR Content Generation, Proceedings of ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’23), 함부르크, 2023정진우
◾ Yeong-Gi Hong, Jae-Yeop Jeong, Elizaveta Lukianova, and Jin-Woo Jeong, Spot The Difference: AI, Please Make This for Me!, Proceedings of ACM SIGCHI Conference on Human Factors in Computing Systems (CHI’23), 함부르크, 2023정진우
◾ Jae-Yeop Jeong, Yeong-Gi Hong, Sumin Hong, JiYeon Oh, Yuchul Jung, Sang-Ho Kim, and Jin-Woo Jeong, Ensemble of Multi-task Learning Networks for Facial Expression Recognition In-the-Wild with Learning from Synthetic Data, ECCVW, New Olreans, 2022정진우
◾ Ha-Yeong Yoon, Se-woon Choe, and Jin-Woo Jeong, Classification of Breast Cancer Images with Vision Transformers, IEEE International Engineering in Medicine and Biology Conference (EMBC) 2022, Glasgow, 2022정진우
◾ Jae-Yeop Jeong, Yeong-GiHong, Daun Kim, Yuchul Jung, Sang-Ho Kim, and Jin-Woo Jeong, Classification of Facial Expression In-the-Wild based on Ensemble of Multi-head Cross Attention Networks, IEEE/CVF CVPRW, New Olreans, 2022정진우
◾ Daun Kim, Jae-Yeop Jeong, Sumin Hong, Namsub Kim, and Jin-Woo Jeong, Visualizing Instructor’s Gaze Information for Online Video-based Learning: Preliminary Study, ETRA 2022, Virtual, 2022정진우
◾ 김다운, 오지연, 정진우, 야간 주행 중 킥보드 헬멧 착용여부 감지를 위한 딥러닝 기반 모델의 성능 평가, 한국통신학회 2022 동계학술발표회, 평창 알펜시아 리조트, 2022정진우
◾ 홍수민, 유미환, 정진우, Deformable DETR 을 활용한 서적 손상 탐지 기법 구현, 한국통신학회 2022 동계학술발표회, 평창 알펜시아 리조트, 2022정진우
◾ Jung-Hwa Kim, Jae-Yeop Jeong, Ha-Yeong Yoon, and Jin-Woo Jeong, Knock &Tap: Classification and Localization of Knock and Tap Gestures using Deep Sound Transfer Learning, ACM ICMI 2021, Montreal, 2021정진우
◾ Jung-Hwa Kim and Jin-Woo Jeong, Gaze Estimation in the Dark with Generative Adversarial Networks, ACM ETRA 2020, Virtual, 2020정진우
◾ Jung-Hwa Kim and Jin-Woo Jeong, A Preliminary Study on Performance Evaluation of Multi-View Multi-Modal Gaze Estimation under Challenging Conditions, ACM CHI EA 2020, Honolulu, 2020정진우
◾ Sang-Yeong Jo and Jin-Woo Jeong, Prediction of Visual Memorability with EEG Signals using Deep Neural Networks, IEEE Winter BCI 2020, Jungsun, 2020정진우
◾ Sang-Young Jo, Sun-Hye Jang, Hee-Eun Cho, and Jin-Woo Jeong, Scenery-Based Fashion Recommendation with Cross-Domain Geneartive Adverserial Networks, 2019 IEEE International Conference on Big Data and Smart Computing (BigComp), Kyoto, 2019정진우
◾ Kwon-Woo Ha and Jin-Woo Jeong, Decoding EEG with Capsules: A Preliminary Study, Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu, 2018정진우
Awarded
◾ 음성통화 환경에서의 배경소음을 활용한 사용자의 공간적 맥락 이해, 장려상, 한국정보과학회, 2023정진우
◾ 홀로렌즈2기반 CPR 압박 빈도와 깊이의 적절성 추정, 장려상, 한국정보과학회, 2023정진우
◾ Vision Transformer와 EasyOCR을 기반의 식품 소비 기한 추산 시스템, 장려상, 한국정보과학회, 2022정진우
◾ Deformable DETR을 활용한 서적 손상 탐지 기법 구현, 우수상, 한국통신학회, 2022정진우
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