Digital Library


Search: "[ author: Incheol Kim ]" (8)
    LVLN: A Landmark-Based Deep Neural Network Model for Vision-and-Language Navigation
    Jisu Hwang, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 9, pp. 379-390, Sep. 2019
    https://doi.org/10.3745/KTSDE.2019.8.9.379
    Keywords: Vision-and-Language Navigation, deep neural network, Landmark, Attention, Progress Monitor


    Deep Neural Network-Based Scene Graph Generation for 3D Simulated Indoor Environments
    Donghyeop Shin, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 5, pp. 205-212, May. 2019
    https://doi.org/10.3745/KTSDE.2019.8.5.205
    Keywords: Scene Graph, 3D Indoor Environment, deep neural network, AI2-THOR


    Online Hard Example Mining for Training One-Stage Object Detectors
    Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 7, No. 5, pp. 195-204, May. 2018
    10.3745/KTSDE.2018.7.5.195
    Keywords: One-Stage Object Detection, Deep Convolutional Neural Network, Online Hard Example Mining, Loss Function


    ORMN: A Deep Neural Network Model for Referring Expression Comprehension
    Donghyeop Shin, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 7, No. 2, pp. 69-76, Feb. 2018
    10.3745/KTSDE.2018.7.2.69
    Keywords: Referring Expression Comprehension, Deep Learning, Contextual Information, Weighted Composition


    Design of a Deep Neural Network Model for Image Caption Generation
    Dongha Kim, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 4, pp. 203-210, Apr. 2017
    10.3745/KTSDE.2017.6.4.203
    Keywords: Image Caption Generation, Deep Neural Network Model, Model Transfer, Multi-Modal Recurrent Neural Network


    SSQUSAR: A Large-Scale Qualitative Spatial Reasoner Using Apache Spark SQL
    Jonghoon Kim, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 2, pp. 103-116, Feb. 2017
    10.3745/KTSDE.2017.6.2.103
    Keywords: Qualitative Spatial Reasoning, Topological Relation, Minimal Disjunctive Relations, Distributed Parallel Programming


    MRQUTER: A Parallel Qualitative Temporal Reasoner Using MapReduce Framework
    Jonghoon Kim , Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 5, No. 5, pp. 231-242, May. 2016
    10.3745/KTSDE.2016.5.5.231


    A Real-Time Visual Loop Closure Detector Using Key Frames and Bag of Words
    Hyesuk Kim , Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 4, No. 5, pp. 225-230, May. 2015
    10.3745/KTSDE.2015.4.5.225