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Yoon, Kuk-Jin (윤국진)
부교수, (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
    EasyFuse: Easy-to-learn visible and infrared image fusion framework based on unpaired set

    Ahn, Seongyong; Shim, Inwook; Min, Jihong; et al, PATTERN RECOGNITION LETTERS, v.174, pp.99 - 105, 2023-10

    2
    Deep-learning-based gas identification by time-variant illumination of a single micro-LED-embedded gas sensor

    Cho, Incheol; Lee, Kichul; Sim, Young Chul; et al, LIGHT-SCIENCE & APPLICATIONS, v.12, no.1, 2023-04

    3
    Ultra-Low-Power E-Nose System Based on Multi-Micro-LED-Integrated, Nanostructured Gas Sensors and Deep Learning

    Lee, Kichul; Cho, Incheol; Kang, Mingu; et al, ACS NANO, v.17, no.1, pp.539 - 551, 2023-01

    4
    Deep Learning for HDR Imaging: State-of-the-Art and Future Trends

    Wang, Lin; Yoon, Kuk-Jinresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.8874 - 8895, 2022-12

    5
    Joint Framework for Single Image Reconstruction and Super-Resolution with an Event Camera

    Wang, Lin; Kim, Tae-Kyunresearcher; Yoon, Kuk-Jinresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.11, pp.7657 - 7673, 2022-11

    6
    E2SRI: Learning to Super-Resolve Intensity Images from Events

    Mohammad Mostafavi; Nam, Yeongwoo; Choi, Jonghyun; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.10, pp.6890 - 6909, 2022-10

    7
    Artificial Olfactory Neuron for an In-sensor Neuromorphic Nose

    Han, Joon-Kyu; Kang, Mingu; Jeong, Jaeseok; et al, ADVANCED SCIENCE, v.9, no.18, 2022-06

    8
    Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

    Lin, Wang; Yoon, Kuk-Jinresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.6, pp.3048 - 3068, 2022-06

    9
    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

    10
    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

    11
    Semi-supervised student-teacher learning for single image super-resolution

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

    12
    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

    13
    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

    14
    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

    15
    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

    16
    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

    17
    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

    18
    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

    19
    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

    20
    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
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