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Ro, Yong Man (노용만)
교수, School of Electrical Engineering(전기및전자공학부)

http://ivylab.kaist.ac.kr/

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
    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

    2
    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, 2020-12

    3
    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

    4
    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

    5
    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

    6
    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

    7
    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

    8
    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

    9
    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

    10
    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

    11
    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.1 - 1, 2020-03

    12
    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

    13
    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

    14
    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

    15
    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

    16
    Attended Relation Feature Representation of Facial Dynamics for Facial Authentication

    Kim, Seong Tae; Ro, Yong Manresearcher, IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, v.14, no.7, pp.1768 - 1778, 2019-07

    17
    Multi-Objective based Spatio-Temporal Feature Representation Learning Robust to Expression Intensity Variations for Facial Expression Recognition

    Kim, Dae Hoe; Baddar, Wissam J.; Jang, Jinhyeok; et al, IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, v.10, no.2, pp.223 - 236, 2019-04

    18
    VRSA Net: VR Sickness Assessment considering Exceptional Motion for 360-degree VR Video

    Kim, Hak Gu; Lim, Heoun-taek; Lee, Sangmin; et al, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.28, no.4, pp.1646 - 1660, 2019-04

    19
    Binocular Fusion Net: Deep Learning Visual Comfort Assessment for Stereoscopic 3D

    Kim, Hak Gu; Jeong, Hyunwook; Lim, Heoun-taek; et al, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.29, no.4, pp.956 - 967, 2019-04

    20
    Visually interpretable deep network for diagnosis of breast masses on mammograms

    Kim, Seong Tae; Lee, Jae-Hyeok; Lee, Hakmin; et al, PHYSICS IN MEDICINE AND BIOLOGY, v.63, no.23, 2018-12
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