Neural network based image and video coding technologies
Deep neural networks have achieved tremendous success in artificial intelligence,which makes the broad and in-depth research of neural network resurge in recent years.Recently,the neural network based image and video coding has become one of the front-edge topics.A systematic and comprehensive revie...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2019-05-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2019142/ |
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| _version_ | 1841530511205335040 |
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| author | Chuanmin JIA Zhenghui ZHAO Shanshe WANG Siwei MA |
| author_facet | Chuanmin JIA Zhenghui ZHAO Shanshe WANG Siwei MA |
| author_sort | Chuanmin JIA |
| collection | DOAJ |
| description | Deep neural networks have achieved tremendous success in artificial intelligence,which makes the broad and in-depth research of neural network resurge in recent years.Recently,the neural network based image and video coding has become one of the front-edge topics.A systematic and comprehensive review of neural network based image and video coding approaches based on network structure and coding modules were provided.The development of neural network based image compression,e.g.multi-layer perceptron,random neural network,convolutional neural network,recurrent neural network and generative adversarial network based image compression methods and neural network based video compression tools were introduced respectively.Moreover,the future trends in neural network based compression were also envisioned and discussed. |
| format | Article |
| id | doaj-art-43eef1fef65f4e0b899b14417fb5f431 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2019-05-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-43eef1fef65f4e0b899b14417fb5f4312025-01-15T03:02:50ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012019-05-0135324259589693Neural network based image and video coding technologiesChuanmin JIAZhenghui ZHAOShanshe WANGSiwei MADeep neural networks have achieved tremendous success in artificial intelligence,which makes the broad and in-depth research of neural network resurge in recent years.Recently,the neural network based image and video coding has become one of the front-edge topics.A systematic and comprehensive review of neural network based image and video coding approaches based on network structure and coding modules were provided.The development of neural network based image compression,e.g.multi-layer perceptron,random neural network,convolutional neural network,recurrent neural network and generative adversarial network based image compression methods and neural network based video compression tools were introduced respectively.Moreover,the future trends in neural network based compression were also envisioned and discussed.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2019142/neural networkdeep learning,CNNimage compressionvideo coding |
| spellingShingle | Chuanmin JIA Zhenghui ZHAO Shanshe WANG Siwei MA Neural network based image and video coding technologies Dianxin kexue neural network deep learning,CNN image compression video coding |
| title | Neural network based image and video coding technologies |
| title_full | Neural network based image and video coding technologies |
| title_fullStr | Neural network based image and video coding technologies |
| title_full_unstemmed | Neural network based image and video coding technologies |
| title_short | Neural network based image and video coding technologies |
| title_sort | neural network based image and video coding technologies |
| topic | neural network deep learning,CNN image compression video coding |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2019142/ |
| work_keys_str_mv | AT chuanminjia neuralnetworkbasedimageandvideocodingtechnologies AT zhenghuizhao neuralnetworkbasedimageandvideocodingtechnologies AT shanshewang neuralnetworkbasedimageandvideocodingtechnologies AT siweima neuralnetworkbasedimageandvideocodingtechnologies |