CVPR 2021 Open Access Repository

Computer Vision for Fashion, Art, and Design

Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing: Aiyu Cui,

Daniel McKee,

Svetlana Lazebnik; [pdf] [arXiv]
[bibtex]
@InProceedings{Cui_2021_CVPR, author = {Cui, Aiyu and McKee, Daniel and Lazebnik, Svetlana}, title = {Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3940-3945} }
Modeling Fashion Compatibility With Explanation by Using Bidirectional LSTM: Pang Kaicheng,

Zou Xingxing,

Wai Keung Wong; [pdf]
[bibtex]
@InProceedings{Kaicheng_2021_CVPR, author = {Kaicheng, Pang and Xingxing, Zou and Wong, Wai Keung}, title = {Modeling Fashion Compatibility With Explanation by Using Bidirectional LSTM}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3894-3898} }
Localized Triplet Loss for Fine-Grained Fashion Image Retrieval: Antonio D'Innocente,

Nikhil Garg,

Yuan Zhang,

Loris Bazzani,

Michael Donoser; [pdf]
[bibtex]
@InProceedings{D'Innocente_2021_CVPR, author = {D'Innocente, Antonio and Garg, Nikhil and Zhang, Yuan and Bazzani, Loris and Donoser, Michael}, title = {Localized Triplet Loss for Fine-Grained Fashion Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3910-3915} }
Differentiable Rendering-Based Pose-Conditioned Human Image Generation: Yusuke Horiuchi,

Edgar Simo-Serra,

Satoshi Iizuka,

Hiroshi Ishikawa; [pdf]
[bibtex]
@InProceedings{Horiuchi_2021_CVPR, author = {Horiuchi, Yusuke and Simo-Serra, Edgar and Iizuka, Satoshi and Ishikawa, Hiroshi}, title = {Differentiable Rendering-Based Pose-Conditioned Human Image Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3921-3925} }
Effectively Leveraging Attributes for Visual Similarity: Samarth Mishra,

Zhongping Zhang,

Yuan Shen,

Ranjitha Kumar,

Venkatesh Saligrama,

Bryan Plummer; [pdf] [arXiv]
[bibtex]
@InProceedings{Mishra_2021_CVPR, author = {Mishra, Samarth and Zhang, Zhongping and Shen, Yuan and Kumar, Ranjitha and Saligrama, Venkatesh and Plummer, Bryan}, title = {Effectively Leveraging Attributes for Visual Similarity}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3904-3909} }
IndoFashion: Apparel Classification for Indian Ethnic Clothes: Pranjal Singh Rajput,

Shivangi Aneja; [pdf] [arXiv]
[bibtex]
@InProceedings{Rajput_2021_CVPR, author = {Rajput, Pranjal Singh and Aneja, Shivangi}, title = {IndoFashion: Apparel Classification for Indian Ethnic Clothes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3935-3939} }
A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems: Yashar Deldjoo,

Tommaso Di Noia,

Daniele Malitesta,

Felice Antonio Merra; [pdf]
[bibtex]
@InProceedings{Deldjoo_2021_CVPR, author = {Deldjoo, Yashar and Di Noia, Tommaso and Malitesta, Daniele and Merra, Felice Antonio}, title = {A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3961-3967} }
Surprising Image Compositions: Othman Sbai,

Camille Couprie,

Mathieu Aubry; [pdf]
[bibtex]
@InProceedings{Sbai_2021_CVPR, author = {Sbai, Othman and Couprie, Camille and Aubry, Mathieu}, title = {Surprising Image Compositions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3926-3930} }
Where Are My Clothes? A Multi-Level Approach for Evaluating Deep Instance Segmentation Architectures on Fashion Images: Warren Jouanneau,

Aurelie Bugeau,

Marc Palyart,

Nicolas Papadakis,

Laurent Vezard; [pdf]
[bibtex]
@InProceedings{Jouanneau_2021_CVPR, author = {Jouanneau, Warren and Bugeau, Aurelie and Palyart, Marc and Papadakis, Nicolas and Vezard, Laurent}, title = {Where Are My Clothes? A Multi-Level Approach for Evaluating Deep Instance Segmentation Architectures on Fashion Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3951-3955} }
Scalable and Explainable Outfit Generation: Alexander Lorbert,

David Neiman,

Arik Poznanski,

Eduard Oks,

Larry Davis; [pdf]
[bibtex]
@InProceedings{Lorbert_2021_CVPR, author = {Lorbert, Alexander and Neiman, David and Poznanski, Arik and Oks, Eduard and Davis, Larry}, title = {Scalable and Explainable Outfit Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3931-3934} }
Line Art Colorization With Concatenated Spatial Attention: Mingcheng Yuan,

Edgar Simo-Serra; [pdf]
[bibtex]
@InProceedings{Yuan_2021_CVPR, author = {Yuan, Mingcheng and Simo-Serra, Edgar}, title = {Line Art Colorization With Concatenated Spatial Attention}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3946-3950} }
Explainable Noisy Label Flipping for Multi-Label Fashion Image Classification: Beatriz Quintino Ferreira,

Joao P. Costeira,

Joao P. Gomes; [pdf]
[bibtex]
@InProceedings{Ferreira_2021_CVPR, author = {Ferreira, Beatriz Quintino and Costeira, Joao P. and Gomes, Joao P.}, title = {Explainable Noisy Label Flipping for Multi-Label Fashion Image Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3916-3920} }
Leveraging Style and Content Features for Text Conditioned Image Retrieval: Pranit Chawla,

Surgan Jandial,

Pinkesh Badjatiya,

Ayush Chopra,

Mausoom Sarkar,

Balaji Krishnamurthy; [pdf]
[bibtex]
@InProceedings{Chawla_2021_CVPR, author = {Chawla, Pranit and Jandial, Surgan and Badjatiya, Pinkesh and Chopra, Ayush and Sarkar, Mausoom and Krishnamurthy, Balaji}, title = {Leveraging Style and Content Features for Text Conditioned Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3978-3982} }
AFRIFASHION1600: A Contemporary African Fashion Dataset for Computer Vision: Wuraola Fisayo Oyewusi,

Olubayo Adekanmbi,

Sharon Ibejih,

Opeyemi Osakuade,

Ifeoma Okoh,

Mary Salami; [pdf]
[bibtex]
@InProceedings{Oyewusi_2021_CVPR, author = {Oyewusi, Wuraola Fisayo and Adekanmbi, Olubayo and Ibejih, Sharon and Osakuade, Opeyemi and Okoh, Ifeoma and Salami, Mary}, title = {AFRIFASHION1600: A Contemporary African Fashion Dataset for Computer Vision}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3968-3972} }
Fine-Grained Visual Attribute Extraction From Fashion Wear: Viral Parekh,

Karimulla Shaik,

Soma Biswas,

Muthusamy Chelliah; [pdf]
[bibtex]
@InProceedings{Parekh_2021_CVPR, author = {Parekh, Viral and Shaik, Karimulla and Biswas, Soma and Chelliah, Muthusamy}, title = {Fine-Grained Visual Attribute Extraction From Fashion Wear}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3973-3977} }
CLIP-Art: Contrastive Pre-Training for Fine-Grained Art Classification: Marcos V. Conde,

Kerem Turgutlu; [pdf] [supp]
[bibtex]
@InProceedings{Conde_2021_CVPR, author = {Conde, Marcos V. and Turgutlu, Kerem}, title = {CLIP-Art: Contrastive Pre-Training for Fine-Grained Art Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3956-3960} }
Deep Graphics Encoder for Real-Time Video Makeup Synthesis From Example: Robin Kips,

Ruowei Jiang,

Sileye Ba,

Edmund Phung,

Parham Aarabi,

Pietro Gori,

Matthieu Perrot,

Isabelle Bloch; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kips_2021_CVPR, author = {Kips, Robin and Jiang, Ruowei and Ba, Sileye and Phung, Edmund and Aarabi, Parham and Gori, Pietro and Perrot, Matthieu and Bloch, Isabelle}, title = {Deep Graphics Encoder for Real-Time Video Makeup Synthesis From Example}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3889-3893} }
Color Me Good: Branding in the Coloring Style of Movie Posters: Rishabh Agrawal,

Sarath Sivaprasad,

Niranjan Pedanekar; [pdf]
[bibtex]
@InProceedings{Agrawal_2021_CVPR, author = {Agrawal, Rishabh and Sivaprasad, Sarath and Pedanekar, Niranjan}, title = {Color Me Good: Branding in the Coloring Style of Movie Posters}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3899-3903} }