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Directions

 
AI is Visual Computing

Various research topics in the field of visual computing for the future society, such as virtual reality, metaverse, autonomous driving, games, and robots, are being realized through AI technology.

  • 2022

  • Domain Transformation for PMMA-Inserted Vertebral Body Segmentation

    Minyoung Park, Jinah Park
    Journal of Computing Science and Engineering
    2022

  • Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction

    Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
    PATTERN RECOGNITION
    2022

  • Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach

    Ji Ho Kwak, Jaejun Lee, Whang Joyce Jiyoung, Sungho Jo
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

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  • Separation-free bacterial identification in arbitrary media via deep neural network-based SERS analysis

    Eojin Rho, Kim, Minjoon, Cho, Seunghee, Choi Bongjae, Park, Hyungjoon, Jang, Hanhwo, Jung, Yeon Sik, Sungho Jo
    BIOSENSORS & BIOELECTRONICS
    2022

  • VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템

    박원정, 정유진, 박순찬, 박진아
    정보과학회논문지
    2022

  • 삼차원 표면 강화 모듈과 학습 가능한 전처리 기법을 통한 엔드 투 엔드 척추체 CT 이미지 분할 네트워크

    강인하, 조지훈, 박진아
    정보과학회 컴퓨팅의 실제 논문지
    2022

  • 2021

  • A survey on deep learning-based Monte Carlo denoising

    Huo, Yuchi, Sung-Eui Yoon
    COMPUTATIONAL VISUAL MEDIA
    2021

  • Combined center dispersion loss function for deep facial expression recognition

    ABHILASHA NANDA, Woobin Im, Key-Sun CHOI, Hyun S. Yang
    PATTERN RECOGNITION LETTERS
    2021

  • Deep Regression Network-Assisted Efficient Streamline Generation Method

    Joong Youn Lee, Jinah Park
    IEEE ACCESS
    2021

  • DeepFormableTag: end-to-end generation and recognition of deformable fiducial markers

    Mustafa Berk Yaldiz, Andreas Meuleman, Hyeonjoong Jang, Hyunho Ha, Min H. Kim
    ACM TRANSACTIONS ON GRAPHICS
    2021

  • Differentiable Transient Rendering

    Shinyoung Yi, Donggun Kim, KISEOK CHOI, Jarabo, Adrian, Gutierrez, Diego, Min H. Kim
    ACM TRANSACTIONS ON GRAPHICS
    2021

  • Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction

    Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
    2021

  • Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction

    Cho, In-Young, Huo, Yuchi, Sung-Eui Yoon
    ACM TRANSACTIONS ON GRAPHICS
    2021

  • 이미지 분할과 관심 영역 맵 기반 색상 스키마 추출

    김수지, 최성희
    정보과학회논문지
    2021

  • 자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법

    Lim, Joowon, 박진아
    정보과학회논문지
    2021

  • 2020

  • Data augmentation method for improving the accuracy of human pose estimation with cropped images

    Soonchan Park, Lee, Sang-baek, Jinah Park
    PATTERN RECOGNITION LETTERS
    2020

  • Deep Physiological Affect Network for the Recognition of Human Emotions

    BYUNG HYUNG KIM, Sungho Jo
    IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
    2020

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  • Online coverage and inspection planning for 3D modeling

    Soohwan Song, Daekyum Kim, Sungho Jo
    AUTONOMOUS ROBOTS
    2020

  • Simultaneous planning of sampling and optimization: study on lazy evaluation and configuration free space approximation for optimal motion planning algorithm

    Donghyuk Kim, Sung-Eui Yoon
    AUTONOMOUS ROBOTS
    2020

  • 2019

  • Bayesian Weight Decay on Bounded Approximation for Deep Convolutional Neural Networks

    Jung Guk Park, Sungho Jo
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
    2019

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