Workshop and Challenge on Learned Image Compression

An Autoencoder-based Learned Image Compressor: Description of Challenge Proposal by NCTU

David Alexandre,

Chih-Peng Chang,

Wen-Hsiao Peng,

Hsueh-Ming Hang

[pdf] [arXiv]

[bibtex]

@InProceedings{Alexandre_2018_CVPR_Workshops,
author = {Alexandre, David and Chang, Chih-Peng and Peng, Wen-Hsiao and Hang, Hsueh-Ming},
title = {An Autoencoder-based Learned Image Compressor: Description of Challenge Proposal by NCTU},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

An Implementation of Picture Compression with A CNN-based Auto-encoder

Ming Li,

Jianhua Hu,

Changsheng Xia,

Yundong Zhang

[pdf]

[bibtex]

@InProceedings{Li_2018_CVPR_Workshops,
author = {Li, Ming and Hu, Jianhua and Xia, Changsheng and Zhang, Yundong},
title = {An Implementation of Picture Compression with A CNN-based Auto-encoder},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Autoencoders with Variable Sized Latent Vector for Image Compression

Alekh Karkada Ashok,

Nagaraju Palani

[pdf]

[bibtex]

@InProceedings{Ashok_2018_CVPR_Workshops,
author = {Karkada Ashok, Alekh and Palani, Nagaraju},
title = {Autoencoders with Variable Sized Latent Vector for Image Compression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Block-optimized Variable Bit Rate Neural Image Compression

Caglar Aytekin,

Xingyang Ni,

Francesco Cricri,

Jani Lainema,

Emre Aksu,

Miska Hannuksela

[pdf] [arXiv]

[bibtex]

@InProceedings{Aytekin_2018_CVPR_Workshops,
author = {Aytekin, Caglar and Ni, Xingyang and Cricri, Francesco and Lainema, Jani and Aksu, Emre and Hannuksela, Miska},
title = {Block-optimized Variable Bit Rate Neural Image Compression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

BlockCNN: A Deep Network for Artifact Removal and Image Compression

Danial Maleki,

Soheila Nadalian,

Mohammad Mahdi Derakhshani,

Mohammad Amin Sadeghi

[pdf] [arXiv]

[bibtex]

@InProceedings{Maleki_2018_CVPR_Workshops,
author = {Maleki, Danial and Nadalian, Soheila and Mahdi Derakhshani, Mohammad and Amin Sadeghi, Mohammad},
title = {BlockCNN: A Deep Network for Artifact Removal and Image Compression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

CNN-Optimized Image Compression with Uncertainty based Resource Allocation

Zhenzhong Chen,

Yiming Li,

Feiyang Liu,

Zizheng Liu,

Xiang Pan,

Wanjie Sun,

Yingbin Wang,

Yan Zhou,

Han Zhu,

Shan Liu

[pdf]

[bibtex]

@InProceedings{Chen_2018_CVPR_Workshops,
author = {Chen, Zhenzhong and Li, Yiming and Liu, Feiyang and Liu, Zizheng and Pan, Xiang and Sun, Wanjie and Wang, Yingbin and Zhou, Yan and Zhu, Han and Liu, Shan},
title = {CNN-Optimized Image Compression with Uncertainty based Resource Allocation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Combine Traditional Compression Method With Convolutional Neural Networks

Jianhua Hu,

Ming Li,

Changsheng Xia,

Yundong Zhang

[pdf]

[bibtex]

@InProceedings{Hu_2018_CVPR_Workshops,
author = {Hu, Jianhua and Li, Ming and Xia, Changsheng and Zhang, Yundong},
title = {Combine Traditional Compression Method With Convolutional Neural Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Compression artifact removal using multi-scale reshuffling convolutional network

Zhimin Tang,

Linkai Luo

[pdf]

[bibtex]

@InProceedings{Tang_2018_CVPR_Workshops,
author = {Tang, Zhimin and Luo, Linkai},
title = {Compression artifact removal using multi-scale reshuffling convolutional network},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Decoder Side Image Quality Enhancement exploiting Inter-channel Correlation in a 3-stage CNN: Submission to CLIC 2018

Kai Cui,

Eckehard Steinbach

[pdf]

[bibtex]

@InProceedings{Cui_2018_CVPR_Workshops,
author = {Cui, Kai and Steinbach, Eckehard},
title = {Decoder Side Image Quality Enhancement exploiting Inter-channel Correlation in a 3-stage CNN: Submission to CLIC 2018},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Deep Image Compression via End-to-End Learning

Haojie Liu,

Tong Chen,

Qiu Shen,

Tao Yue,

Zhan Ma

[pdf] [arXiv]

[bibtex]

@InProceedings{Liu_2018_CVPR_Workshops,
author = {Liu, Haojie and Chen, Tong and Shen, Qiu and Yue, Tao and Ma, Zhan},
title = {Deep Image Compression via End-to-End Learning},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

DeepVQ: A Deep Network Architecture for Vector Quantization

Dang-Khoa Le Tan,

Huu Le,

Tuan Hoang,

Thanh-Toan Do,

Ngai-Man Cheung

[pdf]

[bibtex]

@InProceedings{Tan_2018_CVPR_Workshops,
author = {Le Tan, Dang-Khoa and Le, Huu and Hoang, Tuan and Do, Thanh-Toan and Cheung, Ngai-Man},
title = {DeepVQ: A Deep Network Architecture for Vector Quantization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Deformation Aware Image Compression

Tamar Rott Shaham,

Tomer Michaeli

[pdf] [arXiv]

[bibtex]

@InProceedings{Shaham_2018_CVPR_Workshops,
author = {Rott Shaham, Tamar and Michaeli, Tomer},
title = {Deformation Aware Image Compression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Extreme Learned Image Compression with GANs

Eirikur Agustsson,

Michael Tschannen,

Fabian Mentzer,

Radu Timofte,

Luc Van Gool

[pdf]

[bibtex]

@InProceedings{Agustsson_2018_CVPR_Workshops,
author = {Agustsson, Eirikur and Tschannen, Michael and Mentzer, Fabian and Timofte, Radu and Van Gool, Luc},
title = {Extreme Learned Image Compression with GANs},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Fully Convolutional Model for Variable Bit Length and Lossy High Density Compression of Mammograms

Aupendu Kar,

Sri Phani Krishna Karri,

Nirmalya Ghosh,

Ramanathan Sethuraman,

Debdoot Sheet

[pdf] [arXiv]

[bibtex]

@InProceedings{Kar_2018_CVPR_Workshops,
author = {Kar, Aupendu and Phani Krishna Karri, Sri and Ghosh, Nirmalya and Sethuraman, Ramanathan and Sheet, Debdoot},
title = {Fully Convolutional Model for Variable Bit Length and Lossy High Density Compression of Mammograms},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Image compression with xvc

Jonatan Samuelsson,

Per Hermansson

[pdf]

[bibtex]

@InProceedings{Samuelsson_2018_CVPR_Workshops,
author = {Samuelsson, Jonatan and Hermansson, Per},
title = {Image compression with xvc},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Joint denoising and decompression using CNN regularization

Mario Gonzalez,

Javier Preciozzi,

Pablo Muse,

Andres Almansa

[pdf]

[bibtex]

@InProceedings{Gonzalez_2018_CVPR_Workshops,
author = {Gonzalez, Mario and Preciozzi, Javier and Muse, Pablo and Almansa, Andres},
title = {Joint denoising and decompression using CNN regularization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Learned Compression Artifact Removal by Deep Residual Networks

Ogun Kirmemis,

Gonca Bakar,

A. Murat Tekalp

[pdf] [arXiv]

[bibtex]

@InProceedings{Kirmemis_2018_CVPR_Workshops,
author = {Kirmemis, Ogun and Bakar, Gonca and Murat Tekalp, A.},
title = {Learned Compression Artifact Removal by Deep Residual Networks},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Learning Compressible 360deg Video Isomers

Yu-Chuan Su,

Kristen Grauman

[pdf]

[bibtex]

@InProceedings{Su_2018_CVPR_Workshops,
author = {Su, Yu-Chuan and Grauman, Kristen},
title = {Learning Compressible 360deg Video Isomers},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Perceptually optimized low bit-rate image encoding

Eli Ben-David,

Sharon Carmel,

Boris Filippov,

Dror Gill,

Alexey Martemyanov,

Tamar Shoham,

Nikolay Terterov,

Pavel Tiktov,

Tom Vaughan,

Alexander Zheludkov

[pdf]

[bibtex]

@InProceedings{Ben-David_2018_CVPR_Workshops,
author = {Ben-David, Eli and Carmel, Sharon and Filippov, Boris and Gill, Dror and Martemyanov, Alexey and Shoham, Tamar and Terterov, Nikolay and Tiktov, Pavel and Vaughan, Tom and Zheludkov, Alexander},
title = {Perceptually optimized low bit-rate image encoding},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression

Zhengxue Cheng,

Heming Sun,

Masaru Takeuchi,

and Jiro Katto

[pdf] [arXiv]

[bibtex]

@InProceedings{Cheng_2018_CVPR_Workshops,
author = {Cheng, Zhengxue and Sun, Heming and Takeuchi, Masaru and Jiro Katto, and},
title = {Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Variational Autoencoder for Low Bit-rate Image Compression

Lei Zhou,

Chunlei Cai,

Yue Gao,

Sanbao Su,

Junmin Wu

[pdf]

[bibtex]

@InProceedings{Zhou_2018_CVPR_Workshops,
author = {Zhou, Lei and Cai, Chunlei and Gao, Yue and Su, Sanbao and Wu, Junmin},
title = {Variational Autoencoder for Low Bit-rate Image Compression},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Wide-activated Deep Residual Networks based Restoration for BPG-compressed Images

Yuchen Fan,

Jiahui Yu,

Thomas S. Huang

[pdf]

[bibtex]

@InProceedings{Fan_2018_CVPR_Workshops,
author = {Fan, Yuchen and Yu, Jiahui and Huang, Thomas S.},
title = {Wide-activated Deep Residual Networks based Restoration for BPG-compressed Images},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

YASO

Dong Wei,

Mei Yang

[pdf]

[bibtex]

@InProceedings{Wei_2018_CVPR_Workshops,
author = {Wei, Dong and Yang, Mei},
title = {YASO},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}