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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.

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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

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  • 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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