Item Recommendation based on Multimedia Variational Autoencoder

doi:10.1088/1755-1315/632/4/042044

	Item Recommendation based on Multimedia Variational Autoencoder
	Ran, Yu 1; Chen, Ziyu 2; Mu, Yilin 3
	2021
会议名称	Asia Conference on Geological Research and Environmental Technology (GRET)
会议录名称	2020 ASIA CONFERENCE ON GEOLOGICAL RESEARCH AND ENVIRONMENTAL TECHNOLOGY
卷号	632
会议日期	OCT 10-11, 2020
会议地点	ELECTR NETWORK
出版地	BRISTOL
出版者	IOP PUBLISHING LTD
摘要	At present, with the rapid development of science and technology and the rapid development of computer related technology, with the development of this series of technologies, multimedia communication has rapidly become the means of communication and communication. Digital image technology, a very important form of information representation in multimedia communication, has now become a mainstream way. The technology provides more convenience for people's lives, but also has many problems, such as security, transmission and storage. For example, some images will involve personal privacy, business secrets, and even government secrets. In addition, the rapid transmission of information in limited bandwidth is also very important. Especially in the presence of cloud storage, it can not only store large amounts of information, such as files, videos and images, but also provide a large enough online space to store shared data. In this case, the real-time and security requirements of information transmission are higher and stricter. It is of great theoretical and practical significance to compress the image and reduce the bandwidth and ensure the security of image encryption. Image encryption is also called digital image encryption. Image compression is mainly based on the use of different technologies to change the pixel value and location of the image to protect the image. Image compression mainly compresses the image by removing redundant or unrelated information. In this paper, the concept of the variational self encoder is introduced firstly, and then the image compression and encryption based on the variational self coder generation model are studied and summarized briefly.
关键词	Multimedia Variational Autoencoder image compression editor decoder
DOI	10.1088/1755-1315/632/4/042044
收录类别	CPCI-S
语种	英语
WOS研究方向	Science & Technology - Other Topics ; Energy & Fuels ; Engineering ; Environmental Sciences & Ecology
WOS类目	Green & Sustainable Science & Technology ; Energy & Fuels ; Engineering, Civil ; Engineering, Geological ; Environmental Sciences
WOS记录号	WOS:000688420701084
ISSN	1755-1307
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/150127
专题	兰州理工大学
通讯作者	Ran, Yu
作者单位	1.Univ Int Business & Econ, Sch Informat Technol & Management, Beijing 100029, Peoples R China; 2.Dalian Ocean Univ, Coll Fisheries & Life Sci, Dalian 116023, Liaoning, Peoples R China; 3.Lanzhou Univ Technol, Sch Mech & Elect Engn, Lanzhou 730050, Gansu, Peoples R China
推荐引用方式 GB/T 7714	Ran, Yu,Chen, Ziyu,Mu, Yilin. Item Recommendation based on Multimedia Variational Autoencoder[C]. BRISTOL:IOP PUBLISHING LTD,2021.