Special Issue on Machine Vision with Deep Learning

ISSN: 0920-5691 (Print) 1573-1405 (Online)

In this topical collection (9 articles)

  1. Guest Editorial

    Editorial: Special Issue on Machine Vision with Deep Learning

    Ling Shao, Hubert P. H. Shum… Pages 771-772
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  2. OriginalPaper

    Learning on the Edge: Investigating Boundary Filters in CNNs

    Carlo Innamorati, Tobias Ritschel, Tim Weyrich… Pages 773-782
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  3. No Access

    OriginalPaper

    A Simple and Light-Weight Attention Module for Convolutional Neural Networks

    Jongchan Park, Sanghyun Woo, Joon-Young Lee… Pages 783-798

  4. No Access

    OriginalPaper

    Simultaneous Deep Stereo Matching and Dehazing with Feature Attention

    Taeyong Song, Youngjung Kim, Changjae Oh… Pages 799-817

  5. OriginalPaper

    Pixelated Semantic Colorization

    Jiaojiao Zhao, Jungong Han, Ling Shao… Pages 818-834
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  6. OriginalPaper

    Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading

    Paul Henderson, Vittorio Ferrari Pages 835-854
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  7. No Access

    OriginalPaper

    Modeling Human Motion with Quaternion-Based Neural Networks

    Dario Pavllo, Christoph Feichtenhofer… Pages 855-872

  8. OriginalPaper

    Learning Multi-human Optical Flow

    Anurag Ranjan, David T. Hoffmann… Pages 873-890
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  9. OriginalPaper

    Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks

    Stephanie Stoll, Necati Cihan Camgoz… Pages 891-908
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