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检索条件"主题词=Conditional AutoEncoder"
15 条 记 录,以下是11-20 订阅
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Trajectory prediction based on conditional Hamiltonian generative network for incomplete observation image sequences
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COMPLEX & INTELLIGENT SYSTEMS 2022年 第6期8卷 5439-5448页
作者: Qian, Kui Tian, Lei Song, Aiguo Nanjing Inst Technol Sch Automat Nanjing Peoples R China Southeast Univ Sch Instrument Sci & Engn Nanjing Peoples R China
The combination of Hamiltonian formalism and neural networks is playing an important role in dealing with chaotic systems. Aiming at the problem of motion control under the condition of unknown physical quantity and i... 详细信息
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Multi-rate deep semantic image compression with quantized modulated autoencoder  23
Multi-rate deep semantic image compression with quantized mo...
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23rd IEEE International Workshop on Multimedia Signal Processing (IEEE MMSP)
作者: Sebai, Dorsaf Natl Sch Comp Sci ENSI Cristal Lab Manouba Tunisia
Recently, deep learning has demonstrated impressive performance in image compression. Methods, that achieve and even outperform conventional codecs performances, are continually emerging. However, most of them need to... 详细信息
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On Benefits and Challenges of conditional Interframe Video Coding in Light of Information Theory
On Benefits and Challenges of Conditional Interframe Video C...
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Picture Coding Symposium (PCS)
作者: Brand, Fabian Seiler, Juergen Kaup, Andre Friedrich Alexander Univ Erlangen Nurnberg Multimedia Commun & Signal Proc Erlangen Germany
The rise of variational autoencoders for image and video compression has opened the door to many elaborate coding techniques. One example here is the possibility of conditional interframe coding. Here, instead of tran... 详细信息
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AIVC: ARTIFICIAL INTELLIGENCE BASED VIDEO CODEC  29
AIVC: ARTIFICIAL INTELLIGENCE BASED VIDEO CODEC
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IEEE International Conference on Image Processing (ICIP)
作者: Ladune, Theo Philippe, Pierrick Orange France
This paper introduces AIVC, an end-to-end neural video codec. It is based on two conditional autoencoders MNet and CNet, for motion compensation and coding. AIVC learns to compress videos using any coding configuratio... 详细信息
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LEARNING-BASED conditional IMAGE CODER USING COLOR SEPARATION
LEARNING-BASED CONDITIONAL IMAGE CODER USING COLOR SEPARATIO...
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Picture Coding Symposium (PCS)
作者: Jia, Panqi Koyuncu, Ahmet Burakhan Gaikov, Georgii Karabutov, Alexander Alshina, Elena Kaup, Andre Friedrich Alexander Univ Multimedia Commun & Signal Proc Erlangen Germany Tech Univ Munich Chair Media Technol Munich Germany Huawei Technol Shenzhen Peoples R China
Recently, image compression codecs based on Neural Networks (NN) outperformed the state-of-art classic ones such as BPG, an image format based on HEVC intra. However, the typical NN codec has high complexity, and it h... 详细信息
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