Workshop and Challenge on Learned Image Compression

A Better Color Space Conversion Based on Learned Variances For Image Compression

Ming Li

[pdf]

[bibtex]

@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Ming},
title = {A Better Color Space Conversion Based on Learned Variances For Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Content Adaptive Optimization for Neural Image Compression

Joaquim Campos,

Simon Meierhans,

Abdelaziz Djelouah,

Christopher Schroers

[pdf]

[bibtex]

@InProceedings{Campos_2019_CVPR_Workshops,
author = {Campos, Joaquim and Meierhans, Simon and Djelouah, Abdelaziz and Schroers, Christopher},
title = {Content Adaptive Optimization for Neural Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Discriminative Quantization for Fast Similarity Search

Sepehr Eghbali,

Ladan Tahvildari

[pdf]

[bibtex]

@InProceedings{Eghbali_2019_CVPR_Workshops,
author = {Eghbali, Sepehr and Tahvildari, Ladan},
title = {Discriminative Quantization for Fast Similarity Search},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

End-to-End Learned ROI Image Compression

Hiroaki Akutsu,

Takahiro Naruko

[pdf]

[bibtex]

@InProceedings{Akutsu_2019_CVPR_Workshops,
author = {Akutsu, Hiroaki and Naruko, Takahiro},
title = {End-to-End Learned ROI Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learning Patterns of Latent Residual for Improving Video Compression

Yen-Chung Chen,

Keng-Jui Chang,

Yi-Hsuan Tsai,

Wei-Chen Chiu

[pdf]

[bibtex]

@InProceedings{Chen_2019_CVPR_Workshops,
author = {Chen, Yen-Chung and Chang, Keng-Jui and Tsai, Yi-Hsuan and Chiu, Wei-Chen},
title = {Learning Patterns of Latent Residual for Improving Video Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Deep Residual Learning for Image Compression

Zhengxue Cheng,

Heming Sun,

Masaru Takeuchi,

Jiro Katto

[pdf]

[bibtex]

@InProceedings{Cheng_2019_CVPR_Workshops,
author = {Cheng, Zhengxue and Sun, Heming and Takeuchi, Masaru and Katto, Jiro},
title = {Deep Residual Learning for Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Decoder Side Color Image Quality Enhancement using a Wavelet Transform based 3-stage Convolutional Neural Network

Kai Cui,

Eckehard Steinbach

[pdf]

[bibtex]

@InProceedings{Cui_2019_CVPR_Workshops,
author = {Cui, Kai and Steinbach, Eckehard},
title = {Decoder Side Color Image Quality Enhancement using a Wavelet Transform based 3-stage Convolutional Neural Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

VimicroABCnet: An Image Coder Combining A Better Color Space Conversion Algorithm and A Post Enhancing Network

Ming Li

[pdf]

[bibtex]

@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Ming},
title = {VimicroABCnet: An Image Coder Combining A Better Color Space Conversion Algorithm and A Post Enhancing Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

An Image Coder With CNN Optimizations

hu jianhua

[pdf]

[bibtex]

@InProceedings{jianhua_2019_CVPR_Workshops,
author = {jianhua, hu},
title = {An Image Coder With CNN Optimizations},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Efficient Learning Based Sub-pixel Image Compression

Chunlei Cai,

Guo Lu,

Qiang Hu,

Li Chen,

Zhiyong Gao

[pdf]

[bibtex]

@InProceedings{Cai_2019_CVPR_Workshops,
author = {Cai, Chunlei and Lu, Guo and Hu, Qiang and Chen, Li and Gao, Zhiyong},
title = {Efficient Learning Based Sub-pixel Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

RDO-based Secondary Prediction Scheme for Image Compression

Hongkui Wang,

Junhui Liang,

Yamei Chen,

Hailang Yang,

Shengwei Wang,

Li Yu,

Ning Wang,

Zhengang Li

[pdf]

[bibtex]

@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Hongkui and Liang, Junhui and Chen, Yamei and Yang, Hailang and Wang, Shengwei and Yu, Li and Wang, Ning and Li, Zhengang},
title = {RDO-based Secondary Prediction Scheme for Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Attention Based Image Compression Post-Processing Convlutional Neural Network

Yuyang Xue

[pdf]

[bibtex]

@InProceedings{Xue_2019_CVPR_Workshops,
author = {Xue, Yuyang},
title = {Attention Based Image Compression Post-Processing Convlutional Neural Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Compression Objective and a Cycle Loss for Neural Image Compression

Caglar Aytekin,

Francesco Cricri,

Antti Hallapuro,

Jani Lainema,

Emre Aksu,

Miska Hannuksela

[pdf]

[bibtex]

@InProceedings{Aytekin_2019_CVPR_Workshops,
author = {Aytekin, Caglar and Cricri, Francesco and Hallapuro, Antti and Lainema, Jani and Aksu, Emre and Hannuksela, Miska},
title = {A Compression Objective and a Cycle Loss for Neural Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Joint learned and traditional image compression for transparent coding

timmy wang

[pdf]

[bibtex]

@InProceedings{wang_2019_CVPR_Workshops,
author = {wang, timmy},
title = {Joint learned and traditional image compression for transparent coding},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learning-Based Image Compression using Convolutional Autoencoder and Wavelet Decomposition

Pinar Akyazi,

Touradj Ebrahimi

[pdf]

[bibtex]

@InProceedings{Akyazi_2019_CVPR_Workshops,
author = {Akyazi, Pinar and Ebrahimi, Touradj},
title = {Learning-Based Image Compression using Convolutional Autoencoder and Wavelet Decomposition},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learned Image Compression with Residual Coding

Wei-Cheng Lee,

David Alexandre,

Chih-Peng Chang,

Wen-Hsiao Peng,

Cheng-Yen Yang,

Hsueh-Ming Hang

[pdf]

[bibtex]

@InProceedings{Lee_2019_CVPR_Workshops,
author = {Lee, Wei-Cheng and Alexandre, David and Chang, Chih-Peng and Peng, Wen-Hsiao and Yang, Cheng-Yen and Hang, Hsueh-Ming},
title = {Learned Image Compression with Residual Coding},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Practical Stacked Non-local Attention Modules for Image Compression

Haojie Liu,

Tong Chen,

Qiu Shen,

Zhan Ma

[pdf]

[bibtex]

@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Haojie and Chen, Tong and Shen, Qiu and Ma, Zhan},
title = {Practical Stacked Non-local Attention Modules for Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-scale and Context-adaptive Entropy Model for Image Compression

Jing Zhou

[pdf]

[bibtex]

@InProceedings{Zhou_2019_CVPR_Workshops,
author = {Zhou, Jing},
title = {Multi-scale and Context-adaptive Entropy Model for Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learned Prior Information for Image Compression

Huang Ching Chun,

Phat Nguyen,

Chen-Tung Lai

[pdf]

[bibtex]

@InProceedings{Chun_2019_CVPR_Workshops,
author = {Ching Chun, Huang and Nguyen, Phat and Lai, Chen-Tung},
title = {Learned Prior Information for Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Low Bit-rate Image Compression based on Post-processing with Grouped Residual Dense Network

Seunghyun Cho

[pdf]

[bibtex]

@InProceedings{Cho_2019_CVPR_Workshops,
author = {Cho, Seunghyun},
title = {Low Bit-rate Image Compression based on Post-processing with Grouped Residual Dense Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Extended End-to-End optimized Image Compression Method based on a Context-Adaptive Entropy Model

Jooyoung Lee,

Seunghyun Cho,

Se Yoon Jeong,

Hyoungjin Kwon,

Hyunsuk Ko,

Hui Yong Kim,

Jin Soo Choi

[pdf]

[bibtex]

@InProceedings{Lee_2019_CVPR_Workshops,
author = {Lee, Jooyoung and Cho, Seunghyun and Yoon Jeong, Se and Kwon, Hyoungjin and Ko, Hyunsuk and Yong Kim, Hui and Soo Choi, Jin},
title = {Extended End-to-End optimized Image Compression Method based on a Context-Adaptive Entropy Model},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Description of Challenge Proposal by NCTU: An Autoencoder-based Image Compressor with Principle Component Analysis and Soft-Bit Rate Estimation

Chih-Peng Chang,

David Alexandre,

Wen-Hsiao Peng,

Hsueh-Ming Hang

[pdf]

[bibtex]

@InProceedings{Chang_2019_CVPR_Workshops,
author = {Chang, Chih-Peng and Alexandre, David and Peng, Wen-Hsiao and Hang, Hsueh-Ming},
title = {Description of Challenge Proposal by NCTU: An Autoencoder-based Image Compressor with Principle Component Analysis and Soft-Bit Rate Estimation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Learned Image Restoration for VVC Intra Coding

Ming Lu,

Tong Chen,

Haojie Liu,

Zhan Ma

[pdf]

[bibtex]

@InProceedings{Lu_2019_CVPR_Workshops,
author = {Lu, Ming and Chen, Tong and Liu, Haojie and Ma, Zhan},
title = {Learned Image Restoration for VVC Intra Coding},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Variational Autoencoder based Image Compression with Pyramidal Features and Context Entropy Model

Sihan Wen

[pdf]

[bibtex]

@InProceedings{Wen_2019_CVPR_Workshops,
author = {Wen, Sihan},
title = {Variational Autoencoder based Image Compression with Pyramidal Features and Context Entropy Model},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Compressing Weight-updates for Image Artifacts Removal Neural Networks

Yat Hong Lam,

Alireza Zare,

Caglar Aytekin,

Francesco Cricri,

Jani Lainema,

Emre Aksu,

Miska Hannuksela

[pdf]

[bibtex]

@InProceedings{Lam_2019_CVPR_Workshops,
author = {Hong Lam, Yat and Zare, Alireza and Aytekin, Caglar and Cricri, Francesco and Lainema, Jani and Aksu, Emre and Hannuksela, Miska},
title = {Compressing Weight-updates for Image Artifacts Removal Neural Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

End-to-end Optimized Image Compression with Attention Mechanism

Lei Zhou,

Zhenhong Sun,

Xiangji Wu,

Junmin Wu

[pdf]

[bibtex]

@InProceedings{Zhou_2019_CVPR_Workshops,
author = {Zhou, Lei and Sun, Zhenhong and Wu, Xiangji and Wu, Junmin},
title = {End-to-end Optimized Image Compression with Attention Mechanism},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression

Nicolo Savioli

[pdf]

[bibtex]

@InProceedings{Savioli_2019_CVPR_Workshops,
author = {Savioli, Nicolo},
title = {A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}