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We propose sandwiched video compression -- a video compression system that wraps neural networks around a standard video codec. The sandwich framework consists of a neural pre- and post-processor with a standard video codec between them.…

图像与视频处理 · 电气工程与系统科学 2023-07-07 Berivan Isik , Onur G. Guleryuz , Danhang Tang , Jonathan Taylor , Philip A. Chou

Hyperdimensional computing (HDC) is a paradigm for data representation and learning originating in computational neuroscience. HDC represents data as high-dimensional, low-precision vectors which can be used for a variety of information…

It is always a challenging problem to deliver a huge volume of videos over the Internet. To meet the high bandwidth and stringent playback demand, one feasible solution is to cache video contents on edge servers based on predicted video…

多媒体 · 计算机科学 2021-02-02 Xianzhi Zhang , Yipeng Zhou , Di Wu , Miao Hu , James Xi Zheng , Min Chen , Song Guo

Streaming video is becoming the predominant type of traffic over the Internet with reports forecasting the video content to account for 80% of all traffic by 2019. With significant investment on Internet backbone, the main bottleneck…

网络与互联网体系结构 · 计算机科学 2018-01-01 Emre Ozfatura , Ozgur Ercetin , Hazer Inaltekin

MPEG has recently proposed Server and Network Assisted Dynamic Adaptive Streaming over HTTP (SAND-DASH) for video streaming over the Internet. In contrast to the purely client-based video streaming in which each client makes its own…

多媒体 · 计算机科学 2017-08-10 Abbas Mehrabi , Matti Siekkinen , Antti Ylä-Jääski

Instant social video sharing which combines the online social network and user-generated short video streaming services, has become popular in today's Internet. Cloud-based hosting of such instant social video contents has become a norm to…

网络与互联网体系结构 · 计算机科学 2015-02-10 Zhi Wang , Baochun Li , Lifeng Sun , Wenwu Zhu , Shiqiang Yang

The actual performance of video delivery over wireless networks is best captured through experimental studies over real testbed, which is crucial to uncover the technical problems and practical challenges of realizing the proposed video…

网络与互联网体系结构 · 计算机科学 2013-04-30 Fatima Amir Hamza , Lamia Romdhani , Amr Mohamed

Prevalent predictive coding-based video compression methods rely on a heavy encoder to reduce temporal redundancy, which makes it challenging to deploy them on resource-constrained devices. Since the 1970s, distributed source coding theory…

图像与视频处理 · 电气工程与系统科学 2023-04-04 Xinjie Zhang , Jiawei Shao , Jun Zhang

Recently, the growing demand for rich multimedia content such as Video on Demand (VoD) has made the data transmission from content delivery networks (CDN) to end-users quite challenging. Edge networks have been proposed as an extension to…

多媒体 · 计算机科学 2018-12-18 Emna Baccour , Aiman Erbad , Amr Mohamed , Kashif Bilal , Mohsen Guizani

In an adaptive bitrate streaming application, the efficiency of video compression and the encoded video quality depend on both the video codec and the quality metric used to perform encoding optimization. The development of such a quality…

图像与视频处理 · 电气工程与系统科学 2024-04-11 Yixu Chen , Zaixi Shang , Hai Wei , Yongjun Wu , Sriram Sethuraman

Video courses have become a significant component of modern education. However, the increasing demand for live streaming video courses places considerable strain on the service capabilities of campus networks. The challenges associated with…

网络与互联网体系结构 · 计算机科学 2024-11-12 Senxin Wu , Jinlong Hu , Ling Zhang

Wireless streaming of high-definition video is a promising application for 60 GHz links, since multi-Gigabit/s data rates are possible. In particular we consider a sports stadium broadcasting system where video signals from multiple cameras…

网络与互联网体系结构 · 计算机科学 2016-11-17 Joongheon Kim , Yafei Tian , Stefan Mangold , Andreas F. Molisch

Two-way real-time video communication in wireless networks requires high bandwidth, low delay and error resiliency. This paper addresses these demands by proposing a system with the integration of Network Coding (NC), user cooperation using…

信息论 · 计算机科学 2012-05-16 Xiaozhong Xu , Ozgu Alay , Elza Erkip , Yao Wang , Shivendra Panwar

We consider wireless device-to-device (D2D) caching networks with single-hop transmissions. Previous work has demonstrated that caching and coded multicasting can significantly increase per user throughput. However, the state-of-the-art…

信息论 · 计算机科学 2019-10-15 Nicholas Woolsey , Rong-Rong Chen , Mingyue Ji

Video streaming services are very popular today. Increasingly, users can now access multimedia applications and video playback wirelessly on their mobile devices. However, a significant challenge remains in ensuring smooth and uninterrupted…

网络与互联网体系结构 · 计算机科学 2015-07-27 Rajesh Bose , Sandip Roy , Debabrata Sarddar

As video-streaming services have expanded and improved, cloud-based video has evolved into a necessary feature of any successful business for reaching internal and external audiences. In this paper, video streaming over distributed storage…

网络与互联网体系结构 · 计算机科学 2018-06-26 Abubakr Alabbasi , Vaneet Aggarwal

In conventional HTTP-based adaptive streaming (HAS), a video source is encoded at multiple levels of constant bitrate representations, and a client makes its representation selections according to the measured network bandwidth. While…

网络与互联网体系结构 · 计算机科学 2014-01-22 Zhi Li , Ali C. Begen , Joshua Gahm , Yufeng Shan , Bruce Osler , David Oran

The paper presents a new approach to multiview video coding using Screen Content Coding. It is assumed that for a time instant the frames corresponding to all views are packed into a single frame, i.e. the frame-compatible approach to…

多媒体 · 计算机科学 2021-06-28 Jarosław Samelak , Marek Domański

Physical layer multicasting with opportunistic user selection (OUS) is examined for multicell multi-antenna wireless systems. By adopting a two-layer encoding scheme, a rate-adaptive channel code is applied in each fading block to enable…

信息论 · 计算机科学 2023-07-19 Y. -W. Peter Hong , Wei-Chiang Li , Tsung-Hui Chang , Chia-Han Lee

Scalable video coding (SVC) is extended from its predecessor advanced video coding (AVC) because of its flexible transmission to all type of gadgets. However, SVC is more flexible and scalable than AVC, but it is more complex in determining…

多媒体 · 计算机科学 2020-09-09 L. Balaji , K. K. Thyagharajan , C. Raja , A. Dhanalakshmi