Advances in Multimedia Modeling: 19th International by Symeon Papadopoulos, Christos Sagonas, Ioannis Kompatsiaris,

By Symeon Papadopoulos, Christos Sagonas, Ioannis Kompatsiaris, Athena Vakali (auth.), Shipeng Li, Abdulmotaleb El Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin (eds.)

The two-volume set LNCS 7732 and 7733 constitutes the completely refereed complaints of the nineteenth overseas convention on Multimedia Modeling, MMM 2012, held in Huangshan, China, in January 2013.
The 30 revised average papers, forty six distinct consultation papers, 20 poster consultation papers, and 15 demo consultation papers, and six video browser showdown have been rigorously reviewed and chosen from numeroues submissions. the 2 volumes include papers provided within the topical sections on multimedia annotation I and II, interactive and cellular multimedia, type, popularity and monitoring I and II, rating in seek, multimedia illustration, multimedia platforms, poster papers, exact consultation papers, demo consultation papers, and video browser showdown.

Show description

Read Online or Download Advances in Multimedia Modeling: 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I PDF

Similar international books

The semitic languages : an international handbook

The instruction manual of Semitic Languages deals a complete reference instrument for Semitic Linguistics in its wide feel. it isn't constrained to comparative Grammar, even though it covers additionally comparative points, together with category. by way of comprising a bankruptcy on typology and sections with sociolinguistic concentration and language touch, the notion of the publication goals at a slightly entire, independent description of the cutting-edge in Semitics.

Machine Intelligence: An International Bibliography with Abstracts of Sensors in Automated Manufacturing

In 1981 Robotics Bibliography used to be released containing over 1,800 references on business robotic study and improvement, culled from the clinical literature over the former 12 years. It was once felt that sensors to be used with commercial robots merited a piece and for this reason simply over two hundred papers have been incorporated.

Nomenklatur der Anorganischen Chemie: International Union of Pure and Applied Chemistry (IUPAC)

Unentbehrlich für jeden Chemiker - die offiziellen IUPAC-Richtlinien in deutscher SpracheAllgemein gültige und anerkannte Sprachregelungen sind die wichtigste Grundlage dafür, daß sich Chemiker der verschiedensten Teildisziplinen und auch Nichtchemiker über chemische Probleme verständigen können. Dieses Buch enthält die offiziellen Richtlinien zur Nomenklatur anorganischer Verbindungen, wobei auch schwierigere Fragen wie* Defektstrukturen von Festkörpern* Ligandenhierarchie bei metallorganischen Verbindungen* Namensgebung von mehrkernigen Komplexeneingehend und leicht verständlich behandelt werden.

Extra info for Advances in Multimedia Modeling: 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I

Sample text

N M n(di , xj ) log P (di , xj ) L= (2) i=1 j=1 where n(di , xj ) is the count of element xj in document di . The steps of the EM algorithm can be succinctly described as follows. E-step. The conditional distribution P (zk |di , xj ) is computed from the previous estimate of the parameters: P (zk |di , xj ) = P (zk |di )P (xj |zk ) K l=1 P (zl |di )P (xj |zl ) (3) M-step. The parameters P (xj |zk ) and P (zk |di ) are updated with the new expected values P (zk |di , xj ): P (xj |zk ) = N i=1 n(di , xj )P (zk |di , xj ) M N m=1 i=1 n(di , xm )P (zk |di , xm ) (4) 16 D.

Apart from the transductive formulation of the problem, we proposed two incremental versions, one based on Linear Projection and the other on Submanifold Analysis, and described four fusion techniques applicable to GSF. The transductive version of our approach was evaluated on a wide range of synthetic distributions, and was also compared against two state-of-the-art learning approaches on the MIR-Flickr dataset, giving superior or comparable results. The two incremental implementations were compared on synthetic data, with SA method yielding superior performance.

Submanifold Analysis (SA): A more accurate technique for estimating the graph structure feature vector of item n + 1 relies on the analysis of the graph Semi-supervised Concept Detection by Learning the Structure 5 submanifold around it [9]. Initially, the (k + 1) × (k + 1) similarity matrix WS is constructed between the new item and the k most similar items. Then, the sub-diagonal and sub-Laplacian matrices are derived as follows: DS (i, i) = WS (j, i), LS = DS − WS j We compute the eigenvalues 0 = λ0S ≤ λ1S ≤ ...

Download PDF sample

Rated 4.78 of 5 – based on 19 votes