Researcher Page

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Ro, Yong Man (노용만)
교수, (전기및전자공학부)
Research Area
Computer vision, deep learning/Machine Learning, Multimodal Learning
Co-researchers
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    Keyword Cloud

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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Adversarial anchor-guided feature refinement for adversarial defense

    Lee, Hakmin; Ro, Yong Man, IMAGE AND VISION COMPUTING, v.136, 2023-08

    2
    Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning

    Lee, Hong Joo; Ro, Yong Man, IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, v.18, pp.4021 - 4033, 2023-06

    3
    Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection

    Kim, Jung Uk; Kim, Hyung-Il; Ro, Yong Man, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.32, pp.2749 - 2760, 2023-05

    4
    Deep learning-based classification system of bacterial keratitis and fungal keratitis using anterior segment images

    Won, Yeo Kyoung; Lee, Hyebin; Kim, Youngjun; et al, FRONTIERS IN MEDICINE, v.10, 2023-05

    5
    Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame

    Yu, Youngjoon; Lee, Hong Joo; Lee, Hakmin; et al, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.31, pp.6976 - 6990, 2022-11

    6
    CroMM-VSR: Cross-Modal Memory Augmented Visual Speech Recognition

    Kim, Minsu; Hong, Joanna; Park, Se Jin; et al, IEEE TRANSACTIONS ON MULTIMEDIA, v.24, pp.4342 - 4355, 2022-10

    7
    Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment

    Kim, Hyung-Il; Yun, Kimin; Ro, Yong Man, IEEE Transactions on Biometrics, Behavior, and Identity Science, v.4, no.4, pp.556 - 569, 2022-10

    8
    Assessing Individual VR Sickness through Deep Feature Fusion of VR Video and Physiological Response

    Lee, Sangmin; Kim, Seongyeop; Kim, Hak Gu; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.32, no.5, pp.2895 - 2907, 2022-05

    9
    Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection

    Kim, Jung Uk; Park, Sungjune; Ro, Yong Man, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.32, no.3, pp.1510 - 1523, 2022-03

    10
    Robust Perturbation for Visual Explanation: Cross-checking Mask Optimization to Avoid Class Distortion

    Kim, Junho; Kim, Seongyeop; Kim, Seong Tae; et al, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.31, pp.301 - 313, 2022-01

    11
    On-the-Fly Facial Expression Prediction using LSTM Encoded Appearance-Suppressed Dynamics

    Alhaj Baddar, Wissam; Lee, Sangmin; Ro, Yong Man, IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, v.13, no.1, pp.159 - 174, 2022-01

    12
    Speech Reconstruction with Reminiscent Sound via Visual Voice Memory

    Hong, Joanna; Kim, Minsu; Park, Se Jin; et al, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.29, pp.3654 - 3667, 2021-11

    13
    CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection

    Kim, Jung Uk; Kim, Seong Tae; Lee, Hong Joo; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.31, no.9, pp.3529 - 3543, 2021-09

    14
    Adversarially Robust Hyperspectral Image Classification via Random Spectral Sampling and Spectral Shape Encoding

    Park, Sungjune; Lee, Hong Joo; Ro, Yong Man, IEEE ACCESS, v.9, pp.66791 - 66804, 2021-04

    15
    Robust Video Frame Interpolation with Exceptional Motion Map

    Park, Minho; Kim, Hak Gu; Lee, Sangmin; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.31, no.2, pp.754 - 764, 2021-02

    16
    Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers

    Tiong, Leslie Ching Ow; Kim, Seong Tae; Ro, Yong Man, IMAGE AND VISION COMPUTING, v.102, 2020-10

    17
    Dual-Branch Structured De-Striping Convolution Network Using Parametric Noise Model

    Lee, Jongho; Ro, Yong Man, IEEE ACCESS, v.8, pp.155519 - 155528, 2020-08

    18
    영상 정보 분야의 딥러닝 기반 적대적 공격과 방어 기술 동향 분석 및 국방 분야 적용 방안

    유영준; 양병희; 노용만, 한국국방경영분석학회지, v.46, no.1, pp.1 - 30, 2020-06

    19
    Encoding features robust to unseen modes of variation with attentive long short-term memory

    Baddar, Wissam J.; Ro, Yong Man, PATTERN RECOGNITION, v.100, 2020-04

    20
    BBC Net: Bounding-Box Critic Network for Occlusion-Robust Object Detection

    Kim, Jung Uk; Kwon, Jungsu; Kim, Hak Gu; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.30, no.4, pp.1037 - 1050, 2020-04

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