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AI is Visual Computing 인공지능과 비주얼 컴퓨팅

가상현실과 메타버스, 자율주행, 게임, 로봇 등 미래사회를 위한 비주얼컴퓨팅 분야의 다양한 연구주제들이 AI 기술을 통하여 실현되고 있다.

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  • 2019

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

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

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  • Constructing a paraphrase database for agglutinative languages

    Hancheol Park, KyoJoong Oh, Ho-Jin Choi, Gweon, Gahgene
    DATA & KNOWLEDGE ENGINEERING
    2019

  • Convolutional neural network based on an extreme learning machine for image classification

    Youngmin Park, Hyun S. Yang
    NEUROCOMPUTING
    2019

  • Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space

    Heo, Jae-Pil, Lin, Zhe, Sung-Eui Yoon
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
    2019

    []

  • Finding Robust Domain from Attacks: a Learning Framework for Blind Watermarking

    SEUNGMIN MUN, Seunghun Nam, HANUL JANG, Dongkyu Kim, Heung-Kyu LEE
    NEUROCOMPUTING
    2019

  • Learning Deep Features for Source Color Laser Printer Identification based on Cascaded Learning

    Kim, Do-Guk, Hou, Jong-Uk, Heung-Kyu LEE
    NEUROCOMPUTING
    2019

  • 2017

  • An incremental nonparametric Bayesian clustering-based traversable region detection method

    Honggu Lee, Kwak, Kiho, Sungho Jo
    AUTONOMOUS ROBOTS
    2017

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  • Reconstructing Interlaced High-Dynamic-Range Video using Joint Learning

    INCHANG CHOI, Seung-Hwan Baek, Min H. Kim
    IEEE Transactions on Image Processing
    2017

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  • 2016

  • Approximate Bayesian MLP Regularization for Regression in the Presence of Noise

    Jung Guk Park, Sungho Jo
    NEURAL NETWORKS
    2016

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  • Locality-preserving descriptor for robust texture feature representation

    JongBin Ryu, Hyun S. Yang
    NEUROCOMPUTING
    2016

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  • Stereo fusion: Combining refractive and binocular disparity

    Seung-Hwan Baek, Min H. Kim
    COMPUTER VISION AND IMAGE UNDERSTANDING
    2016

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  • Weighted Averaging Fusion for Multi-view Skeletal Data and Its Application in Action Recognition

    Azis, Nur Aziza, Jeong, Young-Seob, Ho-Jin Choi, Iraqi, Youssef
    IET COMPUTER VISION
    2016

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  • 2015

  • Graphical Models via Univariate Exponential Family Distributions

    Eunho Yang, Ravikumar, P, Allen, GI, Liu, ZD
    JOURNAL OF MACHINE LEARNING RESEARCH
    2015

    []

  • Overlapped latent Dirichlet allocation for efficient image segmentation

    Jeong, Young-Seob, Ho-Jin Choi
    SOFT COMPUTING
    2015

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  • Sorted Consecutive Local Binary Pattern for Texture Classification

    JongBin Ryu, Hong, Sungeun, Hyun S. Yang
    IEEE TRANSACTIONS ON IMAGE PROCESSING
    2015

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  • Spherical Hashing: Binary Code Embedding with Hyperspheres

    JaePil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
    2015

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  • 2014

  • Estimation of Linear Transformation by Analyzing the Periodicity of Interpolation

    Seung Jin Ryu, Heung-Kyu LEE
    PATTERN RECOGNITION LETTERS
    2014

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  • Head pose estimation using image abstraction and local directional quaternary patterns for multiclass classification

    ByungOk Han, Suwon Lee, Hyun S. Yang
    PATTERN RECOGNITION LETTERS
    2014

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  • Quadra-embedding: Binary code embedding with low quantization error

    Lee, Youngwoon, JaePil Heo, Sung-Eui Yoon
    COMPUTER VISION AND IMAGE UNDERSTANDING
    2014

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  • 2013

  • Knowledge extraction and representation using quantum mechanics and intelligent models

    Kim, Sung-Suk, Ho-Jin Choi, Kwak, Keun-Chang
    EXPERT SYSTEMS WITH APPLICATIONS
    2013

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