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1.
Video streaming over wireless networks is becoming increasingly important for a variety of applications. To accommodate the
dynamic change of wireless network bandwidths, Quality of Service (QoS) scalable video streams need to be provided. This paper
presents a system of content-adaptive streaming of instructional (lecture) videos over wireless networks for E-learning applications.
We first provide a real-time content analysis method to detect and extract content regions from instructional videos, then
apply a “leaking-video-buffer” model to adjust QoS of video streams dynamically based on video content. In content-adaptive
video streaming, an adaptive feedback control scheme is also developed to transmit properly compressed video streams to video
clients not only based on network bandwidth, but also based on video content and the preferences of users. Finally, we demonstrate
the scalability and content adaptiveness of the proposed video streaming system with experimental results on several instructional
videos. 相似文献
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This paper presents a robust approach to extracting content from instructional videos for handwritten recognition, indexing
and retrieval, and other e-learning applications. For the instructional videos of chalkboard presentations, retrieving the
handwritten content (e.g., characters, drawings, figures) on boards is the first and prerequisite step towards further exploration
of instructional video content. However, content extraction in instructional videos is still challenging due to video noise,
non-uniformity of the color in board regions, light condition changes in a video session, camera movements, and unavoidable
occlusions by instructors. To solve this problem, we first segment video frames into multiple regions and estimate the parameters
of the board regions based on statistical analysis of the pixels in dominant regions. Then we accurately separate the board
regions from irrelevant regions using a probabilistic classifier. Finally, we combine top-hat morphological processing with
a gradient-based adaptive thresholding technique to retrieve content pixels from the board regions. Evaluation of the content
extraction results on four full-length instructional videos shows the high performance of the proposed method. The extraction
of content text facilitates the research on full exploitation of instructional videos, such as content enhancement, indexing,
and retrieval.
相似文献
Chekuri ChoudaryEmail: |
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In this paper, we propose a novel lightweight approximate authentication algorithm that provides efficient protection for
wireless video streaming where attacks on the stream are possible, but classical integrity protection algorithms are impractical
because bit errors occur naturally. The benefits of the proposed algorithm over other algorithms are fast execution and small
message authentication code size. Moreover, the approximate authentication supports error resilient video decoding by dropping
seriously damaged packets, thus improving the perceived quality of the video stream. The performance of the algorithm is demonstrated
via numerical analysis, simulations and measurements over modeled and real wireless channels. 相似文献
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如何通过资源受限的移动通信终端提升无线上行视频流的抗误性能是亟待解决的重要问题。通过不同通信层次的联合调度,提出了一种跨层容错传输方案。移动通信终端的网络层代理首先利用容错包调度为视频流的延时约束帧集合提供重要性分类,随后该终端的链路层代理利用无线链路单元的优先级调度实现选择性重传。在调度延时与传输带宽限制下,跨层容错传输能够将突发错误转移到延时约束帧集合的低优先级视频数据中,从而在突发易错传输环境中实现了无线链路单元粒度的渐进式传输和平稳退化。 相似文献
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The future Internet will support pervasive applications and communications models that require end-nodes cooperation, such as fog computing and machine-to-machine communications. Among the many applications, also video streaming can be provided with a cooperative and peer-to-peer approach. Cooperative distribution requires building a distribution overlay on top of the physical topology (the underlay). This work proposes an optimized, cross-layer approach to build this overlay minimizing the impact on the underlay. We design an optimal strategy, which is proven to be NP-complete, and thus not solvable with a distributed, lightweight protocol. The optimal strategy is relaxed exploiting the knowledge on the betweenness centrality of the nodes in the underlay topology, obtaining two easily implementable solutions applicable to any link-state protocol for distributed wireless mesh networks. The additional introduction of heuristic improvements further optimizes the performance in real network scenarios. Extensive simulation results support the theoretical findings using three different network topologies. They show that the relaxed implementations are reasonably close to the optimal solution, and provide vast gains compared to the traditional overlay topologies that peer-to-peer applications build. 相似文献
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王田 《计算机工程与设计》2013,34(10)
视频传输需要消耗大量的带宽和占用服务器的大量计算资源,为了解决同时传输的视频流数目受到限制的问题,提出了一种新颖的视频流传输框架,多个网络视频服务器组成一个组来共同为多个视频流用户提供服务.在此框架下,研究了一个新的问题——最大化视频流,目标是最大化同时传输的视频流数量.设计了一个启发式的高效算法,与传统的几种视频流传输模式相比,该方法可以支持更多的视频流. 相似文献
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无线网络动态的信道特性和带宽有限等特点,使得在无线环境下为流媒体应用提供QoS保证面临更大的挑战。提出一种用于无线实时流媒体传输的增强型自适应前向纠错控制策略,以提高接收方的播放质量。该策略采用跨层设计的方法,根据当前的网络状态,自适应地调整MPEG视频帧的发送速率,在视频源数据和冗余数据之间动态分配网络带宽。仿真结果表明,该策略能使接收方获得最大的可播放帧率,有效提高流媒体传输的可靠性和实时性。 相似文献
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视频流自适应传输技术研究 总被引:3,自引:1,他引:3
对当前视频流技术所采取的各种压缩算法及标准、传输协议、拥塞控制等技术进行了总结与分析,在此基础上对IP网络上的视频流自适应传输技术进行了研究,建立了实现该技术的框架。此技术框架综合了实时的视频自适应编码技术和有效的带宽自适应传输技术。实验结果表明,在对视频流的实时性要求高的应用上具有较突出的优势。 相似文献
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Multicast video streaming in heterogeneous networks undergoes to very different physical constraints, in fact, such networks are characterized by different QoS parameters, involving one or more transcoding process between the sender and the receivers. Video streaming authentication algorithms must be robust to transcoding processes and must guarantee the copyright of the video owner/producer. We propose a real-time video streaming authentication algorithm that can guarantee the copyright of the video owner and that we prove to be robust to packet loss and transcoding processes. 相似文献
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We propose V3, an architecture to provide a live video streaming service to driving vehicles through vehicle-to-vehicle (V2V) networks. V2V video streaming is challenging because: (1) the V2V network may be persistently partitioned; (2) the video sources are mobile and transient. V3 addresses these challenges by incorporating a novel signaling mechanism to continuously trigger vehicles into video sources. It also adopts a store-carry-and-forward approach to transmit video data in partitioned network environments. We first propose an initial design which supports video streaming to a single receiver. We then propose a multicasting framework that enables video streaming from multiple sources to multiple receivers. Simulation experiments demonstrate the feasibility of supporting V2V video streaming with acceptable performance. 相似文献
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为了提高视频传输质量,在Internet上对视频流进行拥塞控制,即利用包发送和接收间隔时间(IPGs)代替丢包率作为拥塞指示,采用模糊逻辑拥塞控制策略(FLC)调整视频发送速率并用遗传算法优化模糊控制规则,提高了拥塞控制性能。仿真结果表明,与TFRC和RAP拥塞控制相比,由于FLC发送速率更平滑、带宽利用率更高,从而减少了丢包,提高了视频传输质量;另外,FLC能够与竞争的TCP流公平地分享带宽并对路由器缓冲区大小保持了很好的鲁棒性。 相似文献
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针对目前远程视频监控系统中视频信号进行远程传输所面临的问题和存在的不足,讨论了基于流媒体技术的新型远程视频监控系统的应用方案,提出了如何利用流媒体技术跨越地域限制实现远程视频传输的方法。 相似文献
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Rossella Fortuna Author Vitae Author Vitae Gennaro Boggia Author Vitae Author Vitae 《Journal of Systems and Software》2010,83(8):1489-1499
In Internet multimedia streaming, the quality of the delivered media can be adapted to the Quality of Service provided by the underlying network, thanks to encoding algorithms. These allow a fine grained enhancement of a low quality base layer at streaming time. The main objective that should be satisfied in such systems is to avoid the starvation of the decoding process and consequent playout interruptions. In this work, we tackle the problem using a control theoretic approach. In particular, we design and implement the novel end-to-end Quality Adaptive Scheduler for properly distributing the network available bandwidth among base and enhancement layers. The developed solution can be adopted in many contexts given that it has been designed without assumptions on the delivered media nor on the protocol stack. Anyway, to test its effectiveness, we have casted it in a H.264/AVC SVC based video streaming architecture for unicast Internet applications. The performance of the scheduler has been experimentally evaluated in both a controlled testbed and several “wild” Internet scenarios, including also UMTS and satellite radio links. Results have clearly demonstrated that our Quality Adaptive Scheduler is able to significantly improve the performance of the video streaming system in all operative conditions. 相似文献
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