Researcher Page

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Ro, Yong Man (노용만)
교수, School of Electrical Engineering(전기및전자공학부)
Research Area
Computer vision, deep learning/Machine Learning, Multimodal Learning
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    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

    2
    Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection

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

    3
    On-the-Fly Facial Expression Prediction using LSTM Encoded Appearance-Suppressed Dynamics

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

    4
    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, 2021-12

    5
    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

    6
    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

    7
    Adversarially Robust Hyperspectral Image Classification via Random Spectral Sampling and Spectral Shape Encoding

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

    8
    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

    9
    Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers

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

    10
    Dual-Branch Structured De-Striping Convolution Network Using Parametric Noise Model

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

    11
    영상 정보 분야의 딥러닝 기반 적대적 공격과 방어 기술 동향 분석 및 국방 분야 적용 방안

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

    12
    Deep Virtual Reality Image Quality Assessment with Human Perception Guider for Omnidirectional Image

    Kim, Hak Gu; Lim, Heoun-taek; Ro, Yong Manresearcher, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.30, no.4, pp.917 - 928, 2020-04

    13
    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

    14
    Encoding features robust to unseen modes of variation with attentive long short-term memory

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

    15
    Lightweight and Effective Facial Landmark Detection using Adversarial Learning with Face Geometric Map Generative Network

    Lee, Hong Joo; Kim, Seong Tae; Lee, Hakmin; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.30, no.3, pp.771 - 780, 2020-03

    16
    MCSIP Net: Multichannel Satellite Image Prediction via Deep Neural Network

    Lee, Jae-Hyeok; Lee, Sangmin S.; Kim, Hak Gu; et al, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.58, no.3, pp.2212 - 2224, 2020-03

    17
    MCSIP Net: Multichannel Satellite Image Prediction via Deep Neural Network

    Lee, Jae-Hyeok; Lee, Sangmin S.; Kim, Hak Gu; et al, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.58, no.3, pp.2212 - 2224, 2020-03

    18
    BMAN: Bidirectional Multi-scale Aggregation Networks for Abnormal Event Detection

    Lee, Sangmin; Kim, Hak Gu; Ro, Yong Manresearcher, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.2395 - 2408, 2020-02

    19
    Endometrium segmentation on transvaginal ultrasound image using key-point discriminator

    Park, Hyenok; Lee, Hong Joo; Kim, Hak Gu; et al, MEDICAL PHYSICS, v.46, no.9, pp.3974 - 3984, 2019-09

    20
    Implementation of Multimodal Biometric Recognition via Multi-feature Deep Learning Networks and Feature Fusion

    Tiong, Leslie Ching Ow; Kim, Seong Tae; Ro, Yong Manresearcher, MULTIMEDIA TOOLS AND APPLICATIONS, v.78, no.16, pp.22743 - 22772, 2019-08

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