Passenger monitoring in moving bus video

In this paper, we present a novel person detection system for public transport buses tackling the problem of changing illumination conditions. Our approach integrates a stable SIFT (Scale Invariant Feature Transform) background seat modeling mechanism with a human shape model into a weighted Bayesian framework to detect passengers on-board buses. SIFT background modeling extracts local stable features on the pre-annotated background seat areas and tracks these features over time to build a global statistical background model for each seat. Since SIFT features are partially invariant to lighting, this background model can be used robustly to detect the seat occupancy status even under severe lighting changes. The human shape model further confirms the existence of a passenger when a seat is occupied. This constructs a robust passenger monitoring system which is resilient to illumination changes. We evaluate the performance of our proposed system on a number of challenging video datasets obtained from bus cameras and the experimental results show that it is superior to state-of-art people detection systems.

Determining motion components using the point distribution model

The Point Distribution Model (PDM) has proven effective in modelling variations in shape in sets of images, including those in which motion is involved such as body and hand tracking. This paper proposes an extension to the PDM through a re-parameterisation of the model which uses factors such as the angular velocity and distance travelled for sets of points on a moving shape. This then enables non-linear quantities such as acceleration and the average velocity of the body to be expressed in a linear model by the PDM. Results are shown for objects with known acceleration and deceleration components, these being a simulated pendulum modelled using simple harmonic motion and video sequences of a real pendulum in motion.

What is the optimal level of population alcohol consumption for chronic disease prevention in England? Modelling the impact of changes in average consumption levels

Objective To estimate the impact of achieving alternative average population alcohol consumption levels on chronic disease mortality in England.

Design A macro-simulation model was built to simultaneously estimate the number of deaths from coronary heart disease, stroke, hypertensive disease, diabetes, liver cirrhosis, epilepsy and five cancers that would be averted or delayed annually as a result of changes in alcohol consumption among English adults. Counterfactual scenarios assessed the impact on alcohol-related mortalities of changing (1) the median alcohol consumption of drinkers and (2) the percentage of non-drinkers.

Data sources Risk relationships were drawn from published meta-analyses. Age- and sex-specific distributions of alcohol consumption (grams per day) for the English population in 2006 were drawn from the General Household Survey 2006, and age-, sex- and cause-specific mortality data for 2006 were provided by the Office for National Statistics.

Results The optimum median consumption level for drinkers in the model was 5 g/day (about half a unit), which would avert or delay 4579 (2544 to 6590) deaths per year. Approximately equal numbers of deaths from cancers and liver disease would be delayed or averted (∼2800 for each), while there was a small increase in cardiovascular mortality. The model showed no benefit in terms of reduced mortality when the proportion of non-drinkers in the population was increased.

Conclusions Current government recommendations for alcohol consumption are well above the level likely to minimise chronic disease. Public health targets should aim for a reduction in population alcohol consumption in order to reduce chronic disease mortality.

Moving beyond the restrictions : the evaluation of the Alice Springs alcohol management plan

There have been a number of evaluations of alcohol management in the Alice Springs region. Interestingly, an evaluation in 1975 emphasised the need for government and other agencies to view the issues holistically and to address them accordingly. The outcomes of this evaluation point to a similar situation with comparable recommendations.

The situation in Alice Springs is unique in some respects but has parallel characteristics to other towns and communities in Australia. Alice Springs is an important regional supply, service-orientated, and tourism town. Its people have diverse backgrounds and appear as durable as the environment they live in. Associated with this is a hard drinking culture that permeates the community with a range of issues regardless of one’s cultural background.

The research group found a community that in many ways is ruptured and fragmented when it comes to the ways and means of how such challenges can be confronted. This situation is exemplified by the perception that alcohol problems are confined to a minority of drinkers that seemingly pervades the dialogue surrounding drinking and its effects in the town.

Nevertheless, a positive outcome of such discourse is the fact that people do care about their community and are very keen to live in a town where there are more responsible attitudes toward drinking. There is some way to go; the first thing that everyone needs to accept is that it is a community problem. Non-Indigenous and Indigenous individuals, groups and organisations all have a responsibility therefore in addressing the challenges and working toward better solutions. Government have an important role of course, however the acceptance by the community that it is a community problem is paramount.

Some of the community and government initiatives are having a positive effect on drinking in the town. However, some of the initiatives, such as certain restrictions, can and should not be considered, on their own, as long-term solutions. Other processes need to be implemented, oversighted and managed in an effective manner. An important component of such processes is data that is well managed, available, and appropriate for those agencies involved.

The rural and regional ambulance paramedic : moving beyond emergency response - report to the Council of Ambulance Authorities Inc. March 2006

Serious long-term recruitment and retention problems amongst rural health workers in Australiacontribute to inequitable health service access for rural Australians. In response, new healthcaremodels with flexible workforce roles are emerging including expanded-scope paramedic roles.

This research project was born from the view that expanding ambulance paramedics’ scope ofpractice offers the potential to improve patient care and the general health of the community.New healthcare models with flexible workforce roles are clearly needed in rural Australia andexpanded-scope paramedic roles are valuable innovations.

Moving towards a population health approach to the primary prevention of common mental disorders

There is a need for the development of effective universal preventive approaches to the common mental disorders, depression and anxiety, at a population level. Poor diet, physical inactivity and smoking have long been recognized as key contributors to the high prevalence noncommunicable diseases. However, there are now an increasing number of studies suggesting that the same modifiable lifestyle behaviors are also risk factors for common mental disorders. In this paper we point to the emerging data regarding lifestyle risk factors for common mental disorders, with a particular focus on and critique of the newest evidence regarding diet quality. On the basis of this most recent evidence, we consequently argue for the inclusion of depression and anxiety in the ranks of the high prevalence noncommunicable diseases influenced by habitual lifestyle practices. We believe that it is both feasible and timely to begin to develop effective, sustainable, population-level prevention initiatives for the common mental illnesses that build on the established and developing approaches to the noncommunicable somatic diseases.

Moving right along: what powers do police have to 'move-on' protestors?

When police removed a young woman’s “tent dress” this week at the Occupy Melbourne encampment, it was yet another controversial interaction between protesters and authorities.