Computer Vision for Fashion, Art and Design

Improving Fashion Landmark Detection by Dual Attention Feature Enhancement

Ming Chen,

Yingjie Qin,

Lizhe Qi,

Yunquan Sun

[pdf]

[bibtex]

@InProceedings{Chen_2019_ICCV_Workshops,
author = {Chen, Ming and Qin, Yingjie and Qi, Lizhe and Sun, Yunquan},
title = {Improving Fashion Landmark Detection by Dual Attention Feature Enhancement},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

UVTON: UV Mapping to Consider the 3D Structure of a Human in Image-Based Virtual Try-On Network

Shizuma Kubo,

Yusuke Iwasawa,

Masahiro Suzuki,

Yutaka Matsuo

[pdf]

[bibtex]

@InProceedings{Kubo_2019_ICCV_Workshops,
author = {Kubo, Shizuma and Iwasawa, Yusuke and Suzuki, Masahiro and Matsuo, Yutaka},
title = {UVTON: UV Mapping to Consider the 3D Structure of a Human in Image-Based Virtual Try-On Network},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Fashion Image Retrieval with Capsule Networks

Furkan Kinli,

Baris Ozcan,

Furkan Kirac

[pdf]

[bibtex]

@InProceedings{Kinli_2019_ICCV_Workshops,
author = {Kinli, Furkan and Ozcan, Baris and Kirac, Furkan},
title = {Fashion Image Retrieval with Capsule Networks},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

The iMaterialist Fashion Attribute Dataset

Sheng Guo,

Weilin Huang,

Xiao Zhang,

Prasanna Srikhanta,

Yin Cui,

Yuan Li,

Hartwig Adam,

Matthew R. Scott,

Serge Belongie

[pdf]

[bibtex]

@InProceedings{Guo_2019_ICCV_Workshops,
author = {Guo, Sheng and Huang, Weilin and Zhang, Xiao and Srikhanta, Prasanna and Cui, Yin and Li, Yuan and Adam, Hartwig and Scott, Matthew R. and Belongie, Serge},
title = {The iMaterialist Fashion Attribute Dataset},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Translating Visual Art Into Music

Maximilian Muller-Eberstein,

Nanne van Noord

[pdf]

[bibtex]

@InProceedings{Muller-Eberstein_2019_ICCV_Workshops,
author = {Muller-Eberstein, Maximilian and van Noord, Nanne},
title = {Translating Visual Art Into Music},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Semantically Consistent Hierarchical Text to Fashion Image Synthesis with an Enhanced-Attentional Generative Adversarial Network

Kenan Emir Ak,

Joo Hwee Lim,

Jo Yew Tham,

Ashraf Kassim

[pdf]

[bibtex]

@InProceedings{Ak_2019_ICCV_Workshops,
author = {Ak, Kenan Emir and Lim, Joo Hwee and Tham, Jo Yew and Kassim, Ashraf},
title = {Semantically Consistent Hierarchical Text to Fashion Image Synthesis with an Enhanced-Attentional Generative Adversarial Network},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Pose Guided Attention for Multi-Label Fashion Image Classification

Beatriz Quintino Ferreira,

Joao P. Costeira,

Ricardo G. Sousa,

Liang-Yan Gui,

Joao P. Gomes

[pdf]

[bibtex]

@InProceedings{Ferreira_2019_ICCV_Workshops,
author = {Ferreira, Beatriz Quintino and Costeira, Joao P. and Sousa, Ricardo G. and Gui, Liang-Yan and Gomes, Joao P.},
title = {Pose Guided Attention for Multi-Label Fashion Image Classification},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

LA-VITON: A Network for Looking-Attractive Virtual Try-On

Hyug Jae Lee,

Rokkyu Lee,

Minseok Kang,

Myounghoon Cho,

Gunhan Park

[pdf]

[bibtex]

@InProceedings{Lee_2019_ICCV_Workshops,
author = {Lee, Hyug Jae and Lee, Rokkyu and Kang, Minseok and Cho, Myounghoon and Park, Gunhan},
title = {LA-VITON: A Network for Looking-Attractive Virtual Try-On},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Semantic Segmentation of Fashion Images Using Feature Pyramid Networks

John Martinsson,

Olof Mogren

[pdf]

[bibtex]

@InProceedings{Martinsson_2019_ICCV_Workshops,
author = {Martinsson, John and Mogren, Olof},
title = {Semantic Segmentation of Fashion Images Using Feature Pyramid Networks},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Dropout Induced Noise for Co-Creative GAN Systems

Sabine Wieluch,

Friedhelm Schwenker

[pdf]

[bibtex]

@InProceedings{Wieluch_2019_ICCV_Workshops,
author = {Wieluch, Sabine and Schwenker, Friedhelm},
title = {Dropout Induced Noise for Co-Creative GAN Systems},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Deep Garment Image Matting for a Virtual Try-on System

Dongjoe Shin,

Yu Chen

[pdf]

[bibtex]

@InProceedings{Shin_2019_ICCV_Workshops,
author = {Shin, Dongjoe and Chen, Yu},
title = {Deep Garment Image Matting for a Virtual Try-on System},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Clothing Recognition in the Wild using the Amazon Catalog

Fabian Caba Heilbron,

Bojan Pepik,

Zohar Barzelay,

Michael Donoser

[pdf]

[bibtex]

@InProceedings{Heilbron_2019_ICCV_Workshops,
author = {Heilbron, Fabian Caba and Pepik, Bojan and Barzelay, Zohar and Donoser, Michael},
title = {Clothing Recognition in the Wild using the Amazon Catalog},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Regularized Adversarial Training for Single-Shot Virtual Try-On

Kotaro Kikuchi,

Kota Yamaguchi,

Edgar Simo-Serra,

Tetsunori Kobayashi

[pdf]

[bibtex]

@InProceedings{Kikuchi_2019_ICCV_Workshops,
author = {Kikuchi, Kotaro and Yamaguchi, Kota and Simo-Serra, Edgar and Kobayashi, Tetsunori},
title = {Regularized Adversarial Training for Single-Shot Virtual Try-On},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

A Global-Local Embedding Module for Fashion Landmark Detection

Sumin Lee,

Sungchan Oh,

Chanho Jung,

Changick Kim

[pdf]

[bibtex]

@InProceedings{Lee_2019_ICCV_Workshops,
author = {Lee, Sumin and Oh, Sungchan and Jung, Chanho and Kim, Changick},
title = {A Global-Local Embedding Module for Fashion Landmark Detection},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Artist-Guided Semiautomatic Animation Colorization

Harrish Thasarathan,

Mehran Ebrahimi

[pdf]

[bibtex]

@InProceedings{Thasarathan_2019_ICCV_Workshops,
author = {Thasarathan, Harrish and Ebrahimi, Mehran},
title = {Artist-Guided Semiautomatic Animation Colorization},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Generating High-Resolution Fashion Model Images Wearing Custom Outfits

Gokhan Yildirim,

Nikolay Jetchev,

Roland Vollgraf,

Urs Bergmann

[pdf]

[bibtex]

@InProceedings{Yildirim_2019_ICCV_Workshops,
author = {Yildirim, Gokhan and Jetchev, Nikolay and Vollgraf, Roland and Bergmann, Urs},
title = {Generating High-Resolution Fashion Model Images Wearing Custom Outfits},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Deep Metric Learning for Cross-Domain Fashion Instance Retrieval

Sarah Ibrahimi,

Nanne van Noord,

Zeno Geradts,

Marcel Worring

[pdf]

[bibtex]

@InProceedings{Ibrahimi_2019_ICCV_Workshops,
author = {Ibrahimi, Sarah and van Noord, Nanne and Geradts, Zeno and Worring, Marcel},
title = {Deep Metric Learning for Cross-Domain Fashion Instance Retrieval},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Generative Modelling of Semantic Segmentation Data in the Fashion Domain

Marie Korneliusson,

John Martinsson,

Olof Mogren

[pdf]

[bibtex]

@InProceedings{Korneliusson_2019_ICCV_Workshops,
author = {Korneliusson, Marie and Martinsson, John and Mogren, Olof},
title = {Generative Modelling of Semantic Segmentation Data in the Fashion Domain},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Fourier-CPPNs for Image Synthesis

Mattie Tesfaldet,

Xavier Snelgrove,

David Vazquez

[pdf]

[bibtex]

@InProceedings{Tesfaldet_2019_ICCV_Workshops,
author = {Tesfaldet, Mattie and Snelgrove, Xavier and Vazquez, David},
title = {Fourier-CPPNs for Image Synthesis},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

A Weakly Supervised Adaptive Triplet Loss for Deep Metric Learning

Xiaonan Zhao,

Huan Qi,

Rui Luo,

Larry Davis

[pdf]

[bibtex]

@InProceedings{Zhao_2019_ICCV_Workshops,
author = {Zhao, Xiaonan and Qi, Huan and Luo, Rui and Davis, Larry},
title = {A Weakly Supervised Adaptive Triplet Loss for Deep Metric Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Unsupervised Image-to-Video Clothing Transfer

Albert Pumarola,

Vedanuj Goswami,

Francisco Vicente,

Fernando De la Torre,

Francesc Moreno-Noguer

[pdf]

[bibtex]

@InProceedings{Pumarola_2019_ICCV_Workshops,
author = {Pumarola, Albert and Goswami, Vedanuj and Vicente, Francisco and De la Torre, Fernando and Moreno-Noguer, Francesc},
title = {Unsupervised Image-to-Video Clothing Transfer},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Walking Through Shanshui: Generating Chinese Shanshui Paintings via Real-Time Tracking of Human Position

Aven Le Zhou

[pdf]

[bibtex]

@InProceedings{Zhou_2019_ICCV_Workshops,
author = {Le Zhou, Aven},
title = {Walking Through Shanshui: Generating Chinese Shanshui Paintings via Real-Time Tracking of Human Position},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Class-Based Styling: Real-Time Localized Style Transfer with Semantic Segmentation

Lironne Kurzman,

David Vazquez,

Issam Laradji

[pdf]

[bibtex]

@InProceedings{Kurzman_2019_ICCV_Workshops,
author = {Kurzman, Lironne and Vazquez, David and Laradji, Issam},
title = {Class-Based Styling: Real-Time Localized Style Transfer with Semantic Segmentation},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Powering Virtual Try-On via Auxiliary Human Segmentation Learning

Kumar Ayush,

Surgan Jandial,

Ayush Chopra,

Balaji Krishnamurthy

[pdf]

[bibtex]

@InProceedings{Ayush_2019_ICCV_Workshops,
author = {Ayush, Kumar and Jandial, Surgan and Chopra, Ayush and Krishnamurthy, Balaji},
title = {Powering Virtual Try-On via Auxiliary Human Segmentation Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Leveraging Class Hierarchy in Fashion Classification

Hyunsoo Cho,

Chaemin Ahn,

Kang Min Yoo,

Jinseok Seol,

Sang-goo Lee

[pdf]

[bibtex]

@InProceedings{Cho_2019_ICCV_Workshops,
author = {Cho, Hyunsoo and Ahn, Chaemin and Yoo, Kang Min and Seol, Jinseok and Lee, Sang-goo},
title = {Leveraging Class Hierarchy in Fashion Classification},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

DeepMark: One-Shot Clothing Detection

Alexey Sidnev,

Alexey Trushkov,

Maxim Kazakov,

Ivan Korolev,

Vladislav Sorokin

[pdf]

[bibtex]

@InProceedings{Sidnev_2019_ICCV_Workshops,
author = {Sidnev, Alexey and Trushkov, Alexey and Kazakov, Maxim and Korolev, Ivan and Sorokin, Vladislav},
title = {DeepMark: One-Shot Clothing Detection},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}