Establishing Correspondences between Attribute Spaces and Complex Concept Spaces Using Meta-PGN Classifier

In this paper, we present one approach for extending the learning set of a classification algorithm with additional metadata. It is used as a base for giving appropriate names to found regularities. The analysis of correspondence between connections established in the attribute space and existing links between concepts can be used as a test for creation of an adequate model of the observed world. Meta-PGN classifier is suggested as a possible tool for establishing these connections. Applying this approach in the field of content-based image retrieval of art paintings provides a tool for extracting specific feature combinations, which represent different sides of artists' styles, periods and movements.

Exploring Hidden Coherent Feature Groups and Temporal Semantics for Multimedia Big Data Analysis

Thanks to the advanced technologies and social networks that allow the data to be widely shared among the Internet, there is an explosion of pervasive multimedia data, generating high demands of multimedia services and applications in various areas for people to easily access and manage multimedia data. Towards such demands, multimedia big data analysis has become an emerging hot topic in both industry and academia, which ranges from basic infrastructure, management, search, and mining to security, privacy, and applications. Within the scope of this dissertation, a multimedia big data analysis framework is proposed for semantic information management and retrieval with a focus on rare event detection in videos. The proposed framework is able to explore hidden semantic feature groups in multimedia data and incorporate temporal semantics, especially for video event detection. First, a hierarchical semantic data representation is presented to alleviate the semantic gap issue, and the Hidden Coherent Feature Group (HCFG) analysis method is proposed to capture the correlation between features and separate the original feature set into semantic groups, seamlessly integrating multimedia data in multiple modalities. Next, an Importance Factor based Temporal Multiple Correspondence Analysis (i.e., IF-TMCA) approach is presented for effective event detection. Specifically, the HCFG algorithm is integrated with the Hierarchical Information Gain Analysis (HIGA) method to generate the Importance Factor (IF) for producing the initial detection results. Then, the TMCA algorithm is proposed to efficiently incorporate temporal semantics for re-ranking and improving the final performance. At last, a sampling-based ensemble learning mechanism is applied to further accommodate the imbalanced datasets. In addition to the multimedia semantic representation and class imbalance problems, lack of organization is another critical issue for multimedia big data analysis. In this framework, an affinity propagation-based summarization method is also proposed to transform the unorganized data into a better structure with clean and well-organized information. The whole framework has been thoroughly evaluated across multiple domains, such as soccer goal event detection and disaster information management.

Danka Multimedia: Una sociedad cooperativa en expansión en la nueva economía digital

[ES] Danka Multimedia es una sociedad cooperativa que ofrece servicios de comunicación integral en el ámbito de marketing y la formación mediante el uso de las nuevas tecnologías. Por el sector de actividad en el que se encuentra, así como por su propia vocación empresarial, Danka ha experimentado desde sus inicios un proceso paulatino de crecimiento. Este crecimiento está siendo cada más vez progresivo y, por ello, la empresa se está viendo obligada a hacer frente a una serie de problemas derivados del mismo. Estos conflictos derivados del crecimiento, comunes a todo tipo de empresa, se ven acrecentados en el caso de Danka Multimedia por su personalidad jurídica, los valores y cultura que ello conlleva y el sector de actividad en el que desarrolla su actividad. La gestión de este crecimiento, por parte de Danka Multimedia, es el tema central que se aborda a lo largo del caso.

A semantic middleware to enhance current multimedia retrieval systems with content-based functionalities

210 p. : graf.

Arte y escena multimedia: la web 2.0 como herramienta artística

Ponencia leída en el Foro de Comunicaciones IkasArt II (BEC Barakaldo, 2010.06.18)

Extensiones multimedia Intel

Desde que se inventó el primer ordenador, uno de los objetivos ha sido que el ordenador fuese capaz de ejecutar más y más rápido, para poder así solucionar problemas más complejos. La primera solución fue aumentar la potencia de los procesadores, pero las limitaciones físicas impuestas por la velocidad de los componentes electrónicos han obligado a buscar otras formas de mejorar el rendimiento. Desde entonces, ha habido muchos tipos de tecnologías para aumentar el rendimiento como los multiprocesadores, las arquitecturas MIMD… pero nosotros analizaremos la arquitectura SIMD. Este tipo de procesadores fue muy usado en los supercomputadores de los años 80 y 90, pero el progreso de los microprocesadores hizo que esta tecnología quedara en un segundo plano. Hoy en día la todos los procesadores tienen arquitecturas que implementan las instrucciones SIMD (Single Instruction, Multiple Data). En este documento estudiaremos las tecnologías de SIMD de Intel SSE, AVX y AVX2 para ver si realmente usando el procesador vectorial con las instrucciones SIMD, se obtiene alguna mejora de rendimiento. Hay que tener en cuenta que AVX solo está disponible desde 2011 y AVX2 no ha estado disponible hasta el 2013, por lo tanto estaremos trabajando con nuevas tecnologías. Además este tipo de tecnologías tiene el futuro asegurado, al anunciar Intel su nueva tecnología, AVX- 512 para 2015.

Kazetaritza elektroniko multimedia

Komunikabide elektronikoak, multimedia eta elkarreragileak, errealitate bihurtu dira duela zenbait urte. 1993-1994tik orain arte milaka komunikabide,aldizkari, irrati edo telebisten bertsio birtual asko eta, era berean,zibergunerako berariaz pentsatutako informazio-bide berriak Internet sarean atzitu ahal dira. Bizitza laburra badu ere, kazetaritza elektronikoak komunikabide berriez hitz egitea ahalbidetzen duten joera batzuk agertu ditu dagoeneko. Modulu honen bitartez komunikabide elektronikok garatzen ari diren ezaugarrien eta kazetaritza elektronikoari aplikatu ahal zaizkion eta aplikatzen zaizkion ikerketa-eremu akademikoen berri jakinarazi nahi da soil-soilik; horrez gainera, erreferentzia bibliografiko batzuk (bai fisikoak, liburu eta artikulu inprimatuak, bai birtualak, helbide elektronikoak, informazioa aurkitzeko) emango dira, gaia interesatzen zaienei laguntzeko asmoarekin. Azken batean, ziberguneko kazetaritzaren barrura sartzeko balio digun “aferaren egoera” hutsaz ari gara.

Periodismo electrónico multimedia

El Campus Virtual ha publicado en formato CD-ROM, a través del Servicio Editorial de la UPV/EHU, los textos correspondientes a las materias del primer cuatrimestre del "Curso Periodismo Digital por Internet" (curso 2000/2001).

Special issue on design and programming of signal processors for multimedia communication:Special issue on design and programming of signal processors for multimedia communication

The technical challenges in the design and programming of signal processors for multimedia communication are discussed. The development of terminal equipment to meet such demand presents a significant technical challenge, considering that it is highly desirable that the equipment be cost effective, power efficient, versatile, and extensible for future upgrades. The main challenges in the design and programming of signal processors for multimedia communication are, general-purpose signal processor design, application-specific signal processor design, operating systems and programming support and application programming. The size of FFT is programmable so that it can be used for various OFDM-based communication systems, such as digital audio broadcasting (DAB), digital video broadcasting-terrestrial (DVB-T) and digital video broadcasting-handheld (DVB-H). The clustered architecture design and distributed ping-pong register files in the PAC DSP raise new challenges of code generation.

A programmable architecture for layered multimedia streams in IPv6 networks

A new configurable architecture is presented that offers multiple levels of video playback by accommodating variable levels of network utilization and bandwidth. By utilizing scalable MPEG-4 encoding at the network edge and using specific video delivery protocols, media streaming components are merged to fully optimize video playback for IPv6 networks, thus improving QoS. This is achieved by introducing “programmable network functionality” (PNF) which splits layered video transmission and distributes it evenly over available bandwidth, reducing packet loss and delay caused by out-of-profile DiffServ classes. An FPGA design is given which gives improved performance, e.g. link utilization, end-to-end delay, and that during congestion, improves on-time delivery of video frames by up to 80% when compared to current “static” DiffServ.