Personalized video adaptation framework (PIAF): high-level semantic adaptation

Despite much work on Universal Multimedia Experience (UME), existing video adaptation approaches cannot yet be considered as truly user-centric, mostly due to their poor handling of semantic user preferences. Indeed, these works mainly concentrate on lower-level user preferences but do neither consider any fine-grained object-level adaptation nor evaluate different adaptation options based on predicted user expectations. Moreover, these works do not provide owners with property rights that enable them to place restrictions on the types of modifications to be made to the video content. To address these shortcomings, we propose the Personalized vIdeo Adaptation Framework (PIAF) for high-level semantic video adaptation. PIAF is a fully integrated framework providing all the requirements for a semantic video adaptation. It defines a video annotation model and a user profile model comprising semantic constraints that are delineated in a consistent way, based on the standards MPEG-7 and MPEG-21. At the heart of the framework, the Adaptation Decision Taking Engine (ADTE) computes utility values for different adaptation options, considering each shot separately. The corresponding utility function evaluates the possible choices by evaluating multiple parameters that capture different dimensions of a multimedia experience: amount of modified content, modifications to key objects and shots with respect to the semantic integrity of the original content, expected processing cost of the adaptation, and the anticipated visual and temporal quality of the adapted content. Furthermore, the ADTE can deal with intellectual property issues by selecting an adaptation plan of good quality that also satisfies constraints specified by the content owner. This paper places a significant emphasis on theoretical details of the utility function and the computation of the adaptation plan. It also presents the results and evaluation of the adaptation process both in simulation and user study.     

Semantic Based Prefetching in News-on-Demand Video Servers

In video databases, a video document has two abstractions. The high level abstraction corresponds to the view in which the contents of that video document are seen by end users, and the low level abstraction corresponds to the physical organization of that video document. Due to the huge size of continuous data, reducing I/O has become a key issue. The latter has been mostly addressed by developing appropriate buffering techniques. In addition, prefetching techniques play a major role to meet the video data requirements. In this paper, we propose a novel prefetching strategy based not only on run-time information (objects access frequencies for example) but also on knowledge about clips structures. The proposed technique merges the two views of a video document to trigger prefetching at the video server level. Simulation experiments for a News-on-Demand application performed on different request scenarios show an improvement of about 18% in the buffer hit-rate with respect, first to the available buffer size and second to the request arrival rate.     

Systematic screening for fragile X syndrome in a cohort of 574 mentally retarded children

The Sense of Coherence Scale is used frequently world-wide and is thought to be appropriate to any population. The purpose of this study was to highlight some of the potential limitations of the scale. Fifteen members of the Pentecostal Movement described several difficulties in completing the scale, especially items measuring manageability and comprehensibility. The following three statements indicate the nature of their interpretation of the items and the ambiguity of their answers as they argued that: (1) the concept of 'I' was interpreted as 'I and God', (2) it is not necessary to understand everything in life, because it is enough that God understands, and (3) life is meaningful in itself because of the salvation. According to this interpretation of the items, every proposed answer could be suitable and consequently, the scores can readily be misconstrued. Many of the respondents proposed additions or changes in the wording to make the scale more suitable. The strong ego-centred items seem to be inappropriate for the participants in this study and other populations might also be confronted with similar difficulties.     

Symmetric subresultants and applications

Schur’s transforms of a polynomial are used to count its roots in the unit disk. These are generalized then by introducing the sequence of symmetric subresultants of two polynomials. Although they do have a determinantal definition, we show that they satisfy a structure theorem which allows us to compute them with a type of Euclidean division. As a consequence, a fast algorithm based on a dichotomic process and FFT is designed.     

Molecular dynamics simulations of phospholipases A2

An extensive molecular dynamics study of phospholipases A₂ frompancreatic bovine and Crotalus atrox venom has shown that thewell-conserved homologous core of the phospholipases A₂, includingthe so called catalytic network, is very stable during the courseof the calculations. The fluctuations which occur are locatedin segments which have significantly different three-dimensionalconformations in the two phospholipases A₂ studied, suggestingthat a particularly stable core conformation gives rise to alarge homologous family of similar three-dimensional structure.The calcium ion, which exhibits a crucial structural role inthe monomeric phospholipases A₂, appears not to be requiredto stabilize the C.atrox dimer. Moreover, the behaviour of thedimeric structure during the dynamics raises the question ofa possible dissociation of the two subunits into functionalmonomers.     

Landmark-assisted location and tracking in outdoor mobile network

Modern mobile devices integrating sensors, like accelerometers and cameras, are paving the way to the definition of high-quality and accurate geolocation solutions based on the informations acquired by these sensors, and data collected and managed by GSM/3G networks. In this paper, we present a technique that provides geolocation and mobility prediction of mobile devices, mixing the location information acquired with the GSM/3G infrastructure and the results of a landmark matching achieved thanks to the camera integrated on the mobile devices. Our geolocation approach is based on an advanced Time-Forwarding algorithm and on database correlation technique over Received Signal Strength Indication (RSSI) data, and integrates information produced by a landmark recognition infrastructure, to enhance algorithm performances in those areas with poor signal and low accurate geolocation. Performances of the algorithm are evaluated on real data from a complex urban environment.     

Dimeric character of a basic phospholipase A2 from cobra venom: experimental and modelling study

When it is gel filtered on Sephadex in the absence of calciumions, basic phospholipase A₂ from Naja nigricollis venom elutesas a dimer. In order to study the possibility of this dimerizationfrom a structural point of view, three-dimensional models ofboth monomeric and dimeric N. nigricollis phospholipases A havebeen graphically built on the basis of homologies with the phospholipasesA₂ from pancreatic bovine and Crotalus atrox venom. The buildingof a duneric model is made possible by the deletion of a particularloop of the bovine structure. The predicted models of N. nigricollisphospholipase A₂ have been checked using molecular mechanicsand molecular dynamics techniques according to a suitable protocolwhich has been developed starting from refined X-ray structuresof phospholipases A₂ as the test case. The observed stabilityof the dimeric model, in the absence of calcium, agrees withthe hypothesis of the dimerization of the basic phospholipaseA Particularly, Arg31, which replaces the hydrophobic residuepresent in pancreatic bovine and C.atrox venom phospholipasesA₂, contributes to this stability.     

GGM: efficient navigation and mining in distributed genomedical data

The integration of genomics and patient related data is considered as one of the most promising investigation topic in health care research. Started in 2004, the Grid for Geno Medicine (GGM) project aims at providing a comprehensive grid software infrastructure designed to allow biologists to mine and analyze relationships between medical, genetic, and genomic data stored in distributed datawarehouses. The proposed layered service oriented architecture offers a number of independent but compliant services that can be deployed in a grid environment. This paper presents these services insisting on their integration into a common software platform, the use case that is carried out. It also presents the current state of the developments and of the performance evaluations.     

Heuristics for Optimizing Multi-Clip Queries in Video Databases

In this paper we address the multi-clip query optimization problem where a multi-clip query requests multiple video clips. We propose a new heuristics called Restricted Search Interval that maximizes clip sharing between queries and consequently reduces the network bandwidth of a video server for a multicast system. An adaptation of our heuristics for optimizing the response time of the query is also presented. The experimental results show that the suggested heuristics reduces the server workload by about 28% on the average in comparison to a classical heuristic approach.