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Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges / Ganesh Ananthanarayanan, Yunxin Liu, Yuanchao Shu, editors.
- Format:
- Book
- Series:
- ACM Conferences
- Language:
- English
- Subjects (All):
- Data compression (Computer science).
- Physical Description:
- 1 online resource (50 pages).
- Other Title:
- HotEdgeVideo'19
- Place of Publication:
- New York, NY : Association for Computing Machinery, 2019.
- Summary:
- It is our great pleasure to welcome you to the 2019 ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges - HotEdgeVideo'19. The basis for this workshop is the pervasive deployment of cameras everywhere! Analyzing live videos from these cameras has great potential to impact science and society. Analyzing live video streams is arguably the most challenging of domains for "systems-for-AI". Unlike text or numeric processing, video analytics require higher bandwidth, consume considerable compute cycles for processing, necessitate richer query semantics, and demand tighter security&privacy guarantees. This workshop will provide the forum for presentation and discussion of research results and experience reports on upcoming issues of video analytics systems, edge computing, storage of videos, security &privacy implications, as well as novel applications. The mission of the workshop is to enable debate on the challenges and implications of video analytics systems, beneficial application scenarios, and identify new directions for future research and development. HotEdgeVideo gives researchers and practitioners a unique opportunity to share their perspectives with others interested in the various aspects of video analytics. The call for papers attracted submissions from Europe, China, India, and the United States. The accepted papers cover topics ranging from deep neural networks for video analytics, network considerations in streaming the videos, tamper-proof video processing, and evolution of smart cameras with compute onboard. Please check out the program and we hope you can attend the sessions.
- Notes:
- Description based on publisher supplied metadata and other sources.
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