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A Preliminary Study on the Vectorization of Multimedia Applications for Multimedia Extensions [chapter]

Gang Ren, Peng Wu, David Padua
2004 Lecture Notes in Computer Science  
Based on a code study of the Berkeley Multimedia Workload, we identify several new challenges arise in vectorizing for multimedia extensions, and provide some solutions to these challenges.  ...  Because of the similarity between multimedia extensions and vector processors, it is believed that traditional vectorization can be used to compile multimedia extensions.  ...  Our study showed that despite the success of vectorizing for traditional vector processors, the vectorization for multimedia extensions still has a long way to go.  ... 
doi:10.1007/978-3-540-24644-2_27 fatcat:6kvh3jldr5e67bvjncgc3g5s2y

MOM

Jesus Corbal, Roger Espasa, Mateo Valero
1999 Proceedings of the 1999 ACM/IEEE conference on Supercomputing (CDROM) - Supercomputing '99  
MOM is a novel matrix-oriented ISA paradigm for multimedia applications, based on fusing conventional vector ISAs with SIMD ISAs such as MMX.  ...  This paper justifies why MOM is a suitable alternative for the multimedia domain due to its efficiency handling the small matrix structures typically found in most multimedia kernels.  ...  Therefore, as a preliminary study, this paper is going to concentrate mostly on kernels, because it is easier to understand the performance gains of MOM on these shorter sequences of code.  ... 
doi:10.1145/331532.331547 dblp:conf/sc/CorbalEV99 fatcat:x7l2jvgz2ja2jhkypjxrv5oqmi

Editorial: recent advances in communication networks and multimedia technologies

Yulei Wu, Peter Mueller, Jingguo Ge, Bahman Javadi
2013 Multimedia tools and applications  
The accepted papers in this special issue deal with a wide range of important aspects and challenging issues of communication networks and multimedia technologies, and the contents are built on analytical  ...  To successfully support multimedia applications, it is necessary to improve the state-of-theart multimedia technologies and multimedia transmissions over communication networks in order to provide quality-of-service  ...  Acknowledgments We would like to express our deep thanks to the Editor-in-Chief, Professor Borko Furht, for providing us with the opportunity to host this special issue in Multimedia Tools and Applications  ... 
doi:10.1007/s11042-013-1647-x fatcat:66zr6sgxzvflnc2kbo2c35uwnm

Page 1030 of IEEE Transactions on Computers Vol. 52, Issue 8 [page]

2003 IEEE Transactions on Computers  
On multimedia kernels, we find that a 2-way processor with SIMD extensions augmented with hardware support significantly outperforms a 16-way proces- sor with SIMD extensions. e On multimedia applications  ...  Valero, “On the Efficiency of Reductions in Micro-SIMD Media Extensions,” Proc.  ... 

New Advanced Approach for Data Flows Prioritization at an Output of a User Terminal

Ivana Bridova, Peter Brida, Jozef Papan, Ondrej Krejcar
2022 IEEE Access  
This study proposed a solution that prioritizes traffic at the end of the user terminal and fixes the issue with real-time multimedia services.  ...  The goal of this study was to focus on uplinks because this direction is crucial to modern attractive multimedia services such as streaming of videos and video gaming.  ...  In this study, a new advanced approach is proposed for the prioritization of multimedia services.  ... 
doi:10.1109/access.2022.3180508 fatcat:d5yubxvf4zfvzfvvhwzm7ywpym

Recommending Multimedia Objects in Cultural Heritage Applications [chapter]

Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
2013 Lecture Notes in Computer Science  
A specific application of our system within the cultural heritage domain is proposed by means of a real case study in the mobile environment related to an outdoor scenario, together with preliminary results  ...  services for the users.  ...  A Case Study We consider as real case study the archeological site of Paestum, one of the major Graeco-Roman cities in the South of Italy.  ... 
doi:10.1007/978-3-642-41190-8_28 fatcat:eabnzpcbrzaitc4q4qw4g4fpuu

A Theoretical Framework for Quality-Aware Cross-Layer Optimized Wireless Multimedia Communications

Song Ci, Haohong Wang, Dalei Wu
2008 Advances in Multimedia  
Although cross-layer has been thought as one of the most effective and efficient ways for multimedia communications over wireless networks and a plethora of research has been done in this area, there is  ...  Then, we present new approximate dynamic programming based on significance measure and sensitivity analysis for high-dimensional nonlinear cross-layer optimization in support of real-time multimedia applications  ...  In our preliminary study [53] , a new method for feature extraction, called significance measure, has been proposed based on nonadditive measure theory [40] .  ... 
doi:10.1155/2008/543674 fatcat:t4xemwansvhsvja3lyiigqpenu

Unified concept-based multimedia information retrieval technique

Ridwan Andi Kambau, Zainal Arifin Hasibuan
2017 2017 4th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)  
From the preliminary result that multimedia document retrieved can be obtained through single query any format in order to retrieve all kind of multimedia format.  ...  The result of the concept detector process is placed in unified multimedia index database and waiting for the concept-based query to be matched into the Semantic Similarities with ontology.  ...  [7] The performance of a comprehensive study on the different components of the system CBVR to understand the trade-offs between accuracy and speed on each component.  ... 
doi:10.1109/eecsi.2017.8239086 fatcat:tqw4gv6xzngjzpdsdme7bgdv6u

Analysis of User Personalized Retrieval of Multimedia Digital Archives Dependent on BP Neural Network Algorithm

Zhongke Wang, Zhendong Mu
2021 Advances in Multimedia  
Researchers have put forward personalized retrieval of multimedia files based on the BP neural network computing.  ...  In this way, the interest model of customers can be analyzed based on the characteristics of the different classification areas of users.  ...  Vector Space Model. e features of the application of multimedia digital archives are that it can represent the multimedia digital archives and the way users are interested in a straightforward manner  ... 
doi:10.1155/2021/2630254 fatcat:4gg2ywhk6jgdxeziu6ygbaw7um

A High-Order Possibilistic $C$ -Means Algorithm for Clustering Incomplete Multimedia Data

Qingchen Zhang, Laurence T. Yang, Zhikui Chen, Feng Xia
2017 IEEE Systems Journal  
HOPCM improves the basic autoencoder model for learning features of multimedia data with missing values.  ...  Extensive experiments are carried out on three representative multimedia data sets: NUS-WIDE, CUAVE, and SNAE.  ...  ,j M are one entry in the tensor A, B, C, respectively. The vector outer product is a special form of the outer product.  ... 
doi:10.1109/jsyst.2015.2423499 fatcat:jgqffnen7zfg7nwwzt2byvtnni

Content-Based Privacy for Consumer-Produced Multimedia [chapter]

Gerald Friedland, Adam Janin, Howard Lei, Jaeyoung Choi, Robin Sommer
2015 Multimedia Data Mining and Analytics  
We present the privacy risks, attack vectors, details for a preliminary experiment on account linking, and describe mitigation and educational techniques that will help address the issues.  ...  We therefore are in dire need of a new research field to address this issue and come up with new solutions.  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation.  ... 
doi:10.1007/978-3-319-14998-1_7 fatcat:7squcxd5vfgdlgbnevv4g3rbem

Mobile Multimedia Recommendation in Smart Communities: A Survey [article]

Feng Xia, Nana Yaw Asabere, Ahmedin Mohammed Ahmed, Jing Li, Xiangjie Kong
2013 arXiv   pre-print
A cautious analysis of existing research reveals that the implementation of proactive, sensor-based and hybrid recommender systems can improve mobile multimedia recommendations.  ...  Mobile device users usually store and use multimedia contents based on their personal interests and preferences.  ...  The study in [97] introduced an approach for context-aware personalization of mobile multimedia services.  ... 
arXiv:1312.6565v1 fatcat:myep75jg4fcvhgscrxjmouoksm

Multimedia content analysis and indexing: evaluation of a distributed and scalable architecture

Hasnain Mandviwala, Scott Blackwell, Chris Weikart, Jean-Manuel Van Thong, John R. Smith, Sethuraman Panchanathan, Tong Zhang
2003 Internet Multimedia Management Systems IV  
Our system architecture is the next generation system for the multimedia indexing application demonstrated by www.speechbot.com.  ...  This collection of modules is orchestrated by a task flow management component, exploiting data and pipeline parallelism in the application.  ...  We would like to acknowledge the  ... 
doi:10.1117/12.512857 fatcat:hnvfo5pqqzhatlwoectx5ybcjm

A real-time system for hand gesture controlled operation of in-car devices

M. Zobl, M. Geiger, B. Schuller, M. Lang, G. Rigoll
2003 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698)  
In this paper a videobased realtime hand gesture recognition system for in-car use is presented. It was developed in course of extensive usability studies.  ...  In combination with a gesture optimized HMI it allows intuitive and effective operation of a variaty of in-car multimedia and infotainment devices with handposes and dynamic hand gestures.  ...  RESULTS The recognition results are preliminary results for offline recognition with datasets from one person.  ... 
doi:10.1109/icme.2003.1221368 dblp:conf/icmcs/ZoblGSLR03 fatcat:fq3dqof6nbekjlaaikcftt3ewi

Image Processing in Collaborative Open Narrative Systems

Petr Pulc, Erec Rosenzveig, Martin Holena
2016 Conference on Theory and Practice of Information Technologies  
For the selection of suitable description methods, we are developing a meta-learning approach.  ...  of individual multimedia pieces.  ...  Acknowledgements The research reported in this paper has been carried out on Academy of Performing Arts, within project "NARRA" supported by the Institutional Support for Long-term Conceptual Development  ... 
dblp:conf/itat/PulcRH16 fatcat:vwuj2qdpwneqdmka73geobvgoy
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