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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}