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Yoon, Kuk-Jin (윤국진)
부교수, Department of Mechanical Engineering(기계공학과)

http://vi.kaist.ac.kr/project/kuk-jin-yoon/

Research Area
Image-based 3D reconstruction, Visual tracking, Vision-based scene understanding
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    High Accuracy Real-time Multi-Gas Identification by Batch-Uniform Gas Sensor Array and Deep Learning Algorithm

    Kang, Mingu; Cho, Incheol; Park, Jaeho; et al, ACS SENSORS, v.7, no.2, pp.430 - 440, 2022-02

    2
    SpherePHD: Applying CNNs on 360° Images with Non-Euclidean Spherical PolyHeDron Representation

    Lee, Yeonkun; Jeong, Jaeseok; Yun, Jongseob; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.2, pp.834 - 847, 2022-02

    3
    Semi-supervised student-teacher learning for single image super-resolution

    Lin, Wang; Yoon, Kuk-Jinresearcher, PATTERN RECOGNITION, v.121, pp.108206, 2022-01

    4
    Improvement of Optical Flow Estimation by Using the Hampel Filter for Low-End Embedded Systems

    Park, Ji il; Lee, Yeongseok; Suh, Eungyo; et al, IEEE ROBOTICS AND AUTOMATION LETTERS, v.6, no.4, pp.7233 - 7239, 2021-10

    5
    EOMVS : Event-based Omnidirectional Multi-View Stereo

    Cho, Hoonhee; Jeong, Jae-Seok; Yoon, Kuk-Jinresearcher, IEEE ROBOTICS AND AUTOMATION LETTERS, v.6, no.4, pp.6709 - 6716, 2021-10

    6
    Scanline Resolution-invariant Depth Completion using a Single Image and Sparse LiDAR Point Cloud

    Ryu, Kwonyoung; Lee, Kang-il; Cho, Jegyeong; et al, IEEE ROBOTICS AND AUTOMATION LETTERS, v.6, no.4, pp.6961 - 6968, 2021-10

    7
    PSAT-GAN: Efficient Adversarial Attacks against Holistic Scene Understanding

    Lin, Wang; Yoon, Kuk-Jinresearcher, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.30, pp.7541 - 7553, 2021-08

    8
    Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction

    Mostafavi, Mohammad; Wang, Lin; Yoon, Kuk-Jinresearcher, INTERNATIONAL JOURNAL OF COMPUTER VISION, v.129, no.4, pp.900 - 920, 2021-04

    9
    Loop-Net: Joint Unsupervised Disparity and Optical Flow Estimation of Stereo Videos with Spatiotemporal Loop Consistency

    Kim, Taewoo; Ryu, Kwonyoung; Song, Kyeongseob; et al, IEEE ROBOTICS AND AUTOMATION LETTERS, v.5, no.4, pp.5597 - 5604, 2020-10

    10
    Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations

    Wang, Lin; Cho, Wonjune; Yoon, Kuk-Jinresearcher, IEEE ROBOTICS AND AUTOMATION LETTERS, v.5, no.2, pp.1421 - 1428, 2020-04

    11
    Exploiting multi-layer graph factorization for multi-attributed graph matching

    Park, Han-Mu; Yoon, Kuk-Jinresearcher, PATTERN RECOGNITION LETTERS, v.127, pp.85 - 93, 2019-11

    12
    Consistent multiple graph matching with multi-layer random walks synchronization

    Park, Han-Mu; Yoon, Kuk-Jinresearcher, PATTERN RECOGNITION LETTERS, v.127, pp.74 - 86, 2019-11

    13
    Joint Estimation of Camera Orientation and Vanishing Points from an Image Sequence in a Non-Manhattan World

    Lee, Jeong-Kyun; Yoon, Kuk-Jinresearcher, INTERNATIONAL JOURNAL OF COMPUTER VISION, v.127, no.10, pp.1426 - 1442, 2019-10

    14
    Distance-based camera network topology inference for person re-identification

    Cho, Yeong-Jun; Yoon, Kuk-Jinresearcher, PATTERN RECOGNITION LETTERS, v.125, pp.220 - 227, 2019-07

    15
    Confidence Analysis of Feature Points for Visual-Inertial Odometry of Urban Vehicles

    Lee, Chang-Ryeol; Yoon, Kuk-Jinresearcher, IET INTELLIGENT TRANSPORT SYSTEMS, v.13, no.7, pp.1130 - 1138, 2019-07

    16
    Learning and Selecting Confidence Measures for Robust Stereo Matching

    Park, Min-Gyu; Yoon, Kuk-Jinresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.41, no.6, pp.1397 - 1411, 2019-06

    17
    As-Planar-As-Possible Depth Map Estimation

    Park, Min-Gyu; Yoon, Kuk-Jinresearcher, COMPUTER VISION AND IMAGE UNDERSTANDING, v.181, pp.50 - 59, 2019-04

    18
    Joint person re-identification and camera network topology inference in multiple cameras

    Cho, Yeong-Jun; Kim, Su-A; Park, Jae-Han; et al, COMPUTER VISION AND IMAGE UNDERSTANDING, v.180, pp.34 - 46, 2019-03

    19
    Structural Constraint Data Association for Online Multi-Object Tracking

    Yoon, Ju Hong; Lee, Chang Ryeol; Yang, Ming-Hsuan; et al, INTERNATIONAL JOURNAL OF COMPUTER VISION, v.127, no.1, pp.1 - 21, 2019-01

    20
    PaMM: Pose-aware Multi-shot Matching for Improving Person Re-identification

    Cho, Yeong-Jun; Yoon, Kuk-Jinresearcher, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.27, no.8, pp.3739 - 3752, 2018-08
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