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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {Emir Ak, Kenan and Hwee Lim, Joo and Yew Tham, Jo and Kassim, Ashraf},
title = {Semantically Consistent Hierarchical Text to Fashion Image Synthesis with an Enhanced-Attentional Generative Adversarial Network},
booktitle = {The IEEE 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 = {Quintino Ferreira, Beatriz 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 = {The IEEE 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 = {Jae Lee, Hyug and Lee, Rokkyu and Kang, Minseok and Cho, Myounghoon and Park, Gunhan},
title = {LA-VITON: A Network for Looking-Attractive Virtual Try-On},
booktitle = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {Caba Heilbron, Fabian and Pepik, Bojan and Barzelay, Zohar and Donoser, Michael},
title = {Clothing Recognition in the Wild using the Amazon Catalog},
booktitle = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 Min Yoo, Kang and Seol, Jinseok and Lee, Sang-goo},
title = {Leveraging Class Hierarchy in Fashion Classification},
booktitle = {The IEEE 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 = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}