A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living

Human Behaviour Analysis (HBA) is more and more being of interest for computer vision and artificial intelligence researchers. Its main application areas, like Video Surveillance and Ambient-Assisted Living (AAL), have been in great demand in recent years. This paper provides a review on HBA for AAL and ageing in place purposes focusing specially on vision techniques. First, a clearly defined taxonomy is presented in order to classify the reviewed works, which are consequently presented following a bottom-up abstraction and complexity order. At the motion level, pose and gaze estimation as well as basic human movement recognition are covered. Next, the mainly used action and activity recognition approaches are presented with examples of recent research works. Increasing the degree of semantics and the time interval involved in the HBA, finally the behaviour level is reached. Furthermore, useful tools and datasets are analysed in order to provide help for initiating projects.     

Multi‐responsive polymeric microcontainers for potential biomedical applications: synthesis and functionality evaluation

Temperature and pH responsive poly(N‐isopropylacrylamide‐co‐methacrylic acid) (P(NIPAAm‐co‐MAA)) microcontainers with encapsulated magnetic nanoparticles in the shell were prepared by a two‐stage distillation precipitation polymerization. PMAA@Fe₃O₄/P(NIPAAm‐co‐MAA) core–shell nanoparticles were synthesized by the second‐stage polymerization of NIPAAm, MAA and N, N′‐methylenebisacrylamide as crosslinker in the presence of magnetic nanoparticles and PMAA as core. These novel triple‐functional microcontainers were prepared by selective removal of the PMAA core in water. Daunorubicin hydrochloride (DNR) was loaded into the microcontainers and the release profile was studied by UV–visible spectroscopy. The synthesized nanostructures were characterized with transmission and scanning electron microscopy, X‐ray diffraction and Fourier transform infrared spectroscopy. The magnetic properties were evaluated by vibrating sample magnetometry. The shrink and swelling behavior was studied by dynamic light scattering. Copyright © 2012 Society of Chemical Industry     

Validating Operator Event Sequence Diagrams: The case of an automated vehicle to human driver handovers

Predicting what drivers will do as vehicle control is handed over to them from automation is a relatively new challenge for the motor vehicle industry. Operator Event Sequence Diagrams (OESDs) offer a way of modeling the interactions between the driver and vehicle automation in the handover of control. In this paper, two studies are presented in which a range of handover strategies are tested. The anticipated driver strategies were modeled using OESDs to serve as predictions of driver behavior. Drivers were then observed in two separate studies: (1) using a Lower-Fidelity (vehicle seat and controls) simulator and (2) using a Higher-Fidelity (whole vehicle) simulator. Driver behavior during a takeover task was categorized according to the signal detection paradigm into hits, misses, false alarms, and correct rejections. The results showed that for all strategies in both sets of studies, the median criterion for validity was exceeded ( > 0.8), suggesting that OESDs made good predictions of driver behavior during the handover of the vehicle from automation to manual control.     

Serverless streaming for emerging media: towards 5G network-driven cost optimization

Multimedia Tools and Applications - Immersive 3D media is an emerging type of media that captures, encodes and reconstructs the 3D appearance of people and objects, with applications in...     

Developing an integrated sustainability and resilience framework of indicators for the assessment of low-carbon energy technologies at the local level

Sustainability indicators have been broadly used to assess energy technologies both at the national and local levels. However, very few studies have addressed the issue of resilience of energy technologies. Moreover, there is a lack of an integrated framework that combines both sustainability and resilience indicators for the assessment of energy technologies. The aim of this paper is to present the development of an integrated framework of sustainability and resilience indicators for the assessment of low-carbon energy technologies at the local level in Europe. The selection of indicators is based on a modified ‘3S’ approach, composed of literature review, self-validation, scientific validation, and social validation. The study incorporates local stakeholders’ feedback on the selection and validation of evaluation criteria based on a European survey. The vast majority of respondents approved and validated the indicators that were selected through the internal and experts’ validation steps.     

Assessment of the Total Factor Productivity Change in the English and Welsh Water Industry: a Färe-Primont Productivity Index Approach

The assessment of productivity change across companies and over time is of great importance for water utilities managers and regulators. In this paper, for the first time, we apply the Färe-Primont productivity index (FPI) to evaluate the productivity change for the 10 water and sewerage companies (WaSCs) and 12 water only companies (WoCs) in England and Wales during the years 2001–2008. The FPI is the only index that without price data allows making comparisons involving many firms and many periods. The results indicate that during the years 2001–2004 productivity improved which was mainly attributed to gains in efficiency whereas technical change remained constant, the exception being the year 2004. During the years 2005–2008 productivity showed a declining trend and any gains in efficiency were lost to the highly negative technical change on productivity growth. From a policy perspective, it has been illustrated the importance of using a reliable index to compute the productivity change of water companies when the performance of companies is used to set water tariffs. Finally, the decomposition of productivity change into several drivers allows water utilities and managers to identify the main factors on which they should act to improve productivity of the company.     

Lithofazielle Reservoircharakterisierung zur geothermischen Nutzung des Malm im Großraum München

The significant increase of geothermal energy production from the Malm reservoir in the greater area of Munich requires better understanding of the associated aquifer system. In this article, a good correlation between lithofacies and hydraulics is found on the basis of lithofacies evaluation of 17 geothermal wells. The main reservoir capacity within the Malm is made up by predominantly dolomitized massive limestones. Well analyses led to a simplified hydrostratigraphic profile, in which the lower Malm units (alpha to gamma) act as aquitards while Malm delta and epsilon units show a two-dimensional widespread and relatively homogeneous aquifer. Malm zeta can develop both aquifer- and aquitard-characteristics due to significant lateral facies changes. Facies changes depend largely on the basin position and subsequent dolomitisation is a crucial factor for the yield of wells drilled in this area. Based on these results, a new exploration strategy should focus more on facies characteristics than on structural features within the Malm Reservoir.