Bridging the Gap Between Computational Photography and Visual Recognition

Dissecting the High-Frequency Bias in Convolutional Neural Networks

Antonio A. Abello,

Roberto Hirata,

Zhangyang Wang

[pdf]

[bibtex]

@InProceedings{Abello_2021_CVPR, author = {Abello, Antonio A. and Hirata, Roberto and Wang, Zhangyang}, title = {Dissecting the High-Frequency Bias in Convolutional Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {863-871} }

VRHI: Visibility Restoration for Hazy Images Using a Haze Density Model

Mingye Ju,

Chuheng Chen,

Juping Liu,

Kai Chen,

Dengyin Zhang

[pdf]

[bibtex]

@InProceedings{Ju_2021_CVPR, author = {Ju, Mingye and Chen, Chuheng and Liu, Juping and Chen, Kai and Zhang, Dengyin}, title = {VRHI: Visibility Restoration for Hazy Images Using a Haze Density Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {897-904} }

Delta Sampling R-BERT for Limited Data and Low-Light Action Recognition

Sanchit Hira,

Ritwik Das,

Abhinav Modi,

Daniil Pakhomov

[pdf]

[bibtex]

@InProceedings{Hira_2021_CVPR, author = {Hira, Sanchit and Das, Ritwik and Modi, Abhinav and Pakhomov, Daniil}, title = {Delta Sampling R-BERT for Limited Data and Low-Light Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {853-862} }

Two-Stage Network for Single Image Super-Resolution

Yuzhuo Han,

Xiaobiao Du,

Zhi Yang

[pdf]

[bibtex]

@InProceedings{Han_2021_CVPR, author = {Han, Yuzhuo and Du, Xiaobiao and Yang, Zhi}, title = {Two-Stage Network for Single Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {880-887} }

Expectation-Maximization Attention Cross Residual Network for Single Image Super-Resolution

Xiaobiao Du,

Jie Niu,

Chongjin Liu

[pdf]

[bibtex]

@InProceedings{Du_2021_CVPR, author = {Du, Xiaobiao and Niu, Jie and Liu, Chongjin}, title = {Expectation-Maximization Attention Cross Residual Network for Single Image Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {888-896} }

DarkLight Networks for Action Recognition in the Dark

Rui Chen,

Jiajun Chen,

Zixi Liang,

Huaien Gao,

Shan Lin

[pdf] [supp]

[bibtex]

@InProceedings{Chen_2021_CVPR, author = {Chen, Rui and Chen, Jiajun and Liang, Zixi and Gao, Huaien and Lin, Shan}, title = {DarkLight Networks for Action Recognition in the Dark}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {846-852} }

Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining

Xiang Chen,

Yufeng Huang,

Lei Xu

[pdf] [arXiv]

[bibtex]

@InProceedings{Chen_2021_CVPR, author = {Chen, Xiang and Huang, Yufeng and Xu, Lei}, title = {Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {872-879} }

CE-PeopleSeg: Real-Time People Segmentation With 10% CPU Usage for Video Conference

Ziyu Jiang,

Zhenhua He,

Xueqin Huang,

Zibin Yang,

Pearl Tan

[pdf]

[bibtex]

@InProceedings{Jiang_2021_CVPR, author = {Jiang, Ziyu and He, Zhenhua and Huang, Xueqin and Yang, Zibin and Tan, Pearl}, title = {CE-PeopleSeg: Real-Time People Segmentation With 10\% CPU Usage for Video Conference}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {914-922} }

E2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles

Zhenyu Hu,

Pengcheng Pi,

Zhenyu Wu,

Yunhe Xue,

Jiayi Shen,

Jianchao Tan,

Xiangru Lian,

Zhangyang Wang,

Ji Liu

[pdf]

[bibtex]

@InProceedings{Hu_2021_CVPR, author = {Hu, Zhenyu and Pi, Pengcheng and Wu, Zhenyu and Xue, Yunhe and Shen, Jiayi and Tan, Jianchao and Lian, Xiangru and Wang, Zhangyang and Liu, Ji}, title = {E2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {905-913} }