Novel approach to determining tempo and dramatic story sections in motion pictures

This paper presents an original computational approach to extraction of movie tempo for deriving story sections and events that convey high level semantics of stories portrayed in motion pictures, thus enabling better video annotation and interpretation systems. This approach, inspired by the existing cinematic conventions known as film grammar, uses the attributes of motion and shot length to define and compute a novel continuous measure of tempo of a movie. Tempo flow plots are derived for several full-length motion pictures and edge detection is performed to extract dramatic story sections and events occurring in the movie, underlined by their unique tempo. The results confirm reliable detection of actual distinct tempo changes and serve as useful index into the dramatic development and narration of the story in motion pictures.

Neighborhood coherence and edge based approaches to film scene extraction

In order to enable high-level semantics-based video annotation and interpretation, we tackle the problem of automatic decomposition of motion pictures into meaningful story units, namely scenes. Since a scene is a complicated and subjective concept, we first propose guidelines from film production to determine when a scene change occurs in film. We examine different rules and conventions followed as part of Film Grammar to guide and shape our algorithmic solution for determining a scene boundary. Two different techniques are proposed as new solutions in this paper. Our experimental results on 10 full-length movies show that our technique based on shot sequence coherence performs well and reasonably better than the color edges-based approach.

Narrating heritage's living stories : a comparative study of China's Suojia ecomuseum and Australia's Melbourne living museum of the West

The Ecomusée, as emerged in France in the 1970s, is a form of open-air museum that aims to maintain collections in their original environments with local communities serving as curators and managing their own heritage. This approach and philosophy implies and is dependent upon democratic principles in the conservation and interpretation processes. Since the 1990s, China has adopted the ecomusée concept for the conservation of selected ethnic villages to relieve tensions between poverty and heritage conservation. However, does this concept really work in China? To answer this question, the Suojia Ecomuseum, the first such initiative - has been selected as a case study and assessed using the mixed methodologies of on-site observation, documentation and semistructured interviews. This process has identified several issues and problems associated with this ecomuseum. It demonstrates that Suojia Ecomuseum has not achieved international benchmarks, neither philosophical nor practical expectations have been met. This conclusion challenges the internationally acknowledged notion that all ecomuseums develop and are operated using a bottom-up approach, that they were all community-based and democratic. These discrepancies lead to other questions about the differences between ecomuseums in China and elsewhere. In order to map and compare the differences between ecomuseums in China and in Western democracies, a detailed survey was undertaken using Melbourne’s Living Museum of the West, Australia. Applying the same methodologies as in China, a comparable examination was undertaken as to its background, objectives, management structures, programs and activities, and project outcomes as well as problems. The differences between Suojia Ecomuseum and Melbourne’s Living Museum are then explained and shown. They demonstrate quite diverse organisations with different objectives and management structures relating to different cultural and natural resources. However, the unexpected finding was that the futures of both ecomuseums relied on the financial support and passion of younger generations and hence were vulnerable.

The Pharmaceutical Industry and Access to Medicines in India

Pharmaceutical policy in India as elsewhere is shaped by conflicting economic and social interests and opposing values and priorities. Tensions can be understood as revolving around the contradiction between use value and exchange value in the production of medicinal drugs as commodities, as per Marx’s original analysis. The use value of medicines – if safe and efficacious, of good quality, and prescribed and consumed appropriately – is the prevention, cure or alleviation of ill-health and disease. Health policy is – or should be – aimed at optimising the use value of medicines. For this purpose government agencies administer regulatory oversight of the manufacturing, marketing and distribution of medicines. Drugs made available to patients are expected to meet adequate safety, quality and efficacy standards, but regulation to ensure such standards is subject to controversy in most countries. This is a domain where definition and interpretation of scientific-technological principles and criteria is infused by partiality and bias grounded in social and material interests, as evidenced by recurrent debates about industry ‘capture’ of regulatory agencies, including the world’s most regulator, the US Food and Drug Administration (Angell 2005; Law 2006). In India, a Parliamentary Committee Report in 2012 depicted the Central Drugs Standard Control Organisation (CDSCO) as dysfunctional and influenced inappropriately by the exchange value perspective of manufacturers (Parliamentary Standing Committee on Health and Welfare 2012). The clash between use and exchange value perspectives is starkly illustrated by cases of products known to cause more harm than good, particularly common in poorly regulated markets such as India’s, as shown by Srinivasan & Phadke.

Perceived quality and availability of fruit and vegetables are associated with perceptions of fruit and vegetable affordability among socio-economically disadvantaged women

Objective Perceptions that fruit and vegetables are expensive have been found to be associated with lower consumption of fruit and vegetables among disadvantaged women; however, the determinants of these perceptions are relatively unknown. The purpose of the current paper is to examine whether perceived availability and quality of fruit and vegetables, and social support for healthy eating, are associated with perceptions of fruit and vegetable affordability among women residing in disadvantaged neighbourhoods.

Design Cross-sectional self-report survey.

Setting The study was conducted in Melbourne, Australia.

Subjects An Australian sample of 4131 women, aged 18–45 years, residing in neighbourhoods ranked in the lowest Victorian tertile of relative disadvantage by the Australian Bureau of Statistics, an index that considers aspects of disadvantage such as residents’ income, education, motor vehicle access and employment.

Results Results showed that irrespective of education, income and other key covariates, women who perceived poor availability and quality of fruit and vegetables in their local neighbourhood were more likely to perceive fruit and vegetables as expensive.

Conclusions Our results suggest that perceptions of fruit and vegetable affordability are not driven exclusively by lack of financial or knowledge-related resources, but also by women's psychological response and interpretation of their local nutrition environment.

Keeping connected: the design and overview of the research

The special issue Keeping Connected: Identity, Social Connection and Education for Young People opens with a paper that discusses the research design and overview of a three-year project by a Melbourne (Australia)-based multi-disciplinary team. Over 2007–2009, the Keeping Connected team of 10 researchers investigated the lives of adolescents with ongoing health conditions. The project centrally is developed by the young people's perspectives, their identity and wellbeing, relationships with others and engagement within changing contexts and their altered opportunities in the world. The research design includes image production underpinned by visual methods and a narrative-informed approach to interview and interpretation of images. The study, which crosses the health and education interface, set out to highlight differences of perspectives adopted by 31 young people, their families and the professional groups, such as teachers and health professionals. The special issue discusses key project findings and contributes a body of scholarship that expands our knowledge of evidence-based research across the education and health interface. The longitudinal study highlighted two themes of importance for education, and poorly catered for in current policies and guidelines: that the situation of these young people needs to be addressed by schools as a process over time (including prospectively); and that the young people's identity is strongly marked by a desire to be seen and treated as ‘normal’ combined with an awareness of being vulnerable.

Examining the Suojia Ecomuseum and the Nandan Ecomuseum in China

China hosts some 55 ethnic minority groups, which together account for 8.41% of the Chinese population. These populations reside in predominantly Ethnic Minority Villages presenting great value and culture of their heritage, with living landscape, festivals, architecture and costumes, but the actual living conditions are very poor. Since the 1990s, China has adopted French concept 'ecomuseum', for the conservation of some ethnic villages to relieve the conflict between poverty and heritage conservation. ln short, this concept involves the creation of open-air museums keeping buildings and people in their original sites, with local communities serving as curators managing their own sites, which necessitates democracy in the conservation and interpretation processes. The concept seems ideal for the Chinese government, with its bilateral objectives of heritage conservation and poverty alleviation, without necessitating the relocation of any or buildings. However, does this concept really work? It remains unanswered and the subject of little academic research. In order to examine how successfully these ecomuseums are being managed, two projects has been selected for case studies - the Suojia Ecomuseum and the Nandan Ecomuseum. In-depth field studies have been conducted at the two ecomuseums, involving the methodologies of site observation, documentation and semi-structured interviews. This paper reviews the ecomuseum development in China, and then provides detailed critiques and overviews of the Suojia Ecomuseum and the Nandan Ecomuseum in terms of their backgrounds, management structures, programs and activities as well as pertinent issues. Based upon these descriptions, it is·identified that the two cases have different management structures and focuses: 1) the Suojia Ecomuseum has been under the management of government authorities whilst the Nandan Ecomuseum has been operated by local villagers, and 2) the focus of the Suojia Ecomuseum has been improving living conditions for the residents, while in Nandan Ecomuseum cultural inheritance has been operated as a core program. However, there is a lack of financial support in both cases. All these issues lead to a discussion that the Nandan Ecomuseum has made greater achievement in terms of being community-based. The conclusions are hence drawn as to the suggestions to Chinese ecomuseums--the sustainability and success requires local villagers as curators as well as external financial assistance. In addition, another and more urgent need is to pass the ethnic cultures and their values to the next generation.

A commentary on current practice in mediating variable analyses in behavioural nutrition and physical activity

Objective : To critique current practice in, and provide recommendations for, mediating variable analyses (MVA) of nutrition and physical activity behaviour change.

Strategy : Theory-based behavioural nutrition and physical activity interventions aim at changing mediating variables that are hypothesized to be responsible for changes in the outcome of interest. MVA are useful because they help to identify the most promising theoretical approaches, mediators and intervention components for behaviour change. However, the current literature suggests that MVA are often inappropriately conducted, poorly understood and inadequately presented. Main problems encountered in the published literature are explained and suggestions for overcoming weaknesses of current practice are proposed.

Conclusion : The use of the most appropriate, currently available methods of MVA, and a correct, comprehensive presentation and interpretation of their findings, is of paramount importance for understanding how obesity can be treated and prevented.

Normative gender coercion and its subversion: an autoethnography of a quest for recognition

In an attempt to shed light on non-normative gender performance, such as transgender, androgynous, sex-change or transcendent, I look at my own challenges, day-to-day tensions and the delicate balances between social subjugation, social construction and the intense searching for safe non-conformist practice. This chapter uses phenomenonological autoethnography to examine and critique the interplay between the coercive cultural forces that impacted on my life and my gender non-conformity. The commentary and interpretation on my many attempted gender performance schemes, both failed and successful, in delivering personal agency, evidence a path of living a nonconformist life in a gendered world.

Place branding and cross-cultural visual communication : how do the theories and practices of place branding inform our understanding of cross-cultural visual communication design?

In a globalised environment, visual communication designers are now required to understand their audience’s needs, values and unique methods of communication, creating a new focus on the recipient. In a cross-cultural design context, the visual communication also needs to appeal to a broad range of stakeholders and multiple recipients who hold a strong emotional investment in the message being sent. Our understanding of the complexities of designing in this environment can be informed by recent developments in the research of place branding where the focus is on the increased possibility for failure, the strong potential for criticism and the issues associated with a broad range of stakeholders.

The outcomes of this connection are explored further in a case study involving eight countries as diverse as Australia, Brazil, Mexico, South Africa, Turkey, Qatar, United States of America and Zimbabwe. More than 140 student and lecturer participants reviewed a student driven cross-cultural visual communication project that produced over 560 designs. The increased potential for failure and strong, emotional criticism raised questions about the role of images and symbols in cross-cultural visual communication. The impact these have on the reception of the design, challenge our views on the use of stereotypical imagery. This paper will discuss the movement towards designing visual images that are generic and lacking in cultural representation presenting the view that stereotypical imagery is important to the recipient who relies on these cultural references to effectively read the message.

A framework for exploring the sense of community and social life in residential environments

Sense of community and social life are two key concepts related to social cohesion, which have been the subject of extensive studies in several disciplines including sociology, psychology and built environment. Social life studies have been mostly conducted in the built environment discipline focusing on city centres; while sense of community studies were mostly the target of sociologists and psychologists focusing on neighbourhoods. As a result, the role of the built environment on the sense of community and social life of neighbourhoods is considered as a missing gap in the literature. This paper, through defining the concepts of social life and sense of community, aims to develop a conceptual framework for further implementation in future research. Accurate implication and interpretation of the concepts show that neighbourhoods can include the sense of community in the residential environment and the social life in the commercial environment. This is because residential environments are where residents' requirements can be met through their commitment to the community and commercial environments are the fulcrum of interaction and communication.

Power, effects, confidence, and significance: an investigation of statistical practices in nursing research

Objectives: To (a) assess the statistical power of nursing research to detect small, medium, and large effect sizes; (b) estimate the experiment-wise Type I error rate in these studies; and (c) assess the extent to which (i) a priori power analyses, (ii) effect sizes (and interpretations thereof), and (iii) confidence intervals were reported. Design: Statistical review. Data sources: Papers published in the 2011 volumes of the 10 highest ranked nursing journals, based on their 5-year impact factors. Review methods: Papers were assessed for statistical power, control of experiment-wise Type I error, reporting of a priori power analyses, reporting and interpretation of effect sizes, and reporting of confidence intervals. The analyses were based on 333 papers, from which 10,337 inferential statistics were identified. Results: The median power to detect small, medium, and large effect sizes was .40 (interquartile range [. IQR]. = .24-.71), .98 (IQR= .85-1.00), and 1.00 (IQR= 1.00-1.00), respectively. The median experiment-wise Type I error rate was .54 (IQR= .26-.80). A priori power analyses were reported in 28% of papers. Effect sizes were routinely reported for Spearman's rank correlations (100% of papers in which this test was used), Poisson regressions (100%), odds ratios (100%), Kendall's tau correlations (100%), Pearson's correlations (99%), logistic regressions (98%), structural equation modelling/confirmatory factor analyses/path analyses (97%), and linear regressions (83%), but were reported less often for two-proportion z tests (50%), analyses of variance/analyses of covariance/multivariate analyses of variance (18%), t tests (8%), Wilcoxon's tests (8%), Chi-squared tests (8%), and Fisher's exact tests (7%), and not reported for sign tests, Friedman's tests, McNemar's tests, multi-level models, and Kruskal-Wallis tests. Effect sizes were infrequently interpreted. Confidence intervals were reported in 28% of papers. Conclusion: The use, reporting, and interpretation of inferential statistics in nursing research need substantial improvement. Most importantly, researchers should abandon the misleading practice of interpreting the results from inferential tests based solely on whether they are statistically significant (or not) and, instead, focus on reporting and interpreting effect sizes, confidence intervals, and significance levels. Nursing researchers also need to conduct and report a priori power analyses, and to address the issue of Type I experiment-wise error inflation in their studies. © 2013 .

Online mindfulness-based intervention for late-stage bipolar disorder: pilot evidence for feasibility and effectiveness

OBJECTIVES: People in the late stage of bipolar disorder (BD) experience elevated relapse rates and poorer quality of life (QoL) compared with those in the early stages. Existing psychological interventions also appear less effective in this group. To address this need, we developed a new online mindfulness-based intervention targeting quality of life (QoL) in late stage BD. Here, we report on an open pilot trial of ORBIT (online, recovery-focused, bipolar individual therapy). METHODS: Inclusion criteria were: self-reported primary diagnosis of BD, six or more episodes of BD, under the care of a medical practitioner, access to the internet, proficient in English, 18-65 years of age. Primary outcome was change (baseline - post-treatment) on the Brief QoL.BD (Michalak and Murray, 2010). Secondary outcomes were depression, anxiety, and stress measured on the DASS scales (Lovibond and Lovibond, 1993). RESULTS: Twenty-six people consented to participate (Age M=46.6 years, SD=12.9, and 75% female). Ten participants were lost to follow-up (38.5% attrition). Statistically significant improvement in QoL was found for the completers, t(15)=2.88, 95% CI:.89-5.98, p=.011, (Cohen׳s dz=.72, partial η(2)=.36), and the intent-to-treat sample t(25)=2.65, 95% CI:.47-3.76, (Cohen׳s dz=.52; partial η(2)=.22). A non-significant trend towards improvement was found on the DASS anxiety scale (p=.06) in both completer and intent-to-treat samples, but change on depression and stress did not approach significance. LIMITATIONS: This was an open trial with no comparison group, so measured improvements may not be due to specific elements of the intervention. Structured diagnostic assessments were not conducted, and interpretation of effectiveness was limited by substantial attrition. CONCLUSION: Online delivery of mindfulness-based psychological therapy for late stage BD appears feasible and effective, and ORBIT warrants full development. Modifications suggested by the pilot study include increasing the 3 weeks duration of the intervention, adding cautions about the impact of extended meditations, and addition of coaching support/monitoring to optimise engagement.

Learning feature trajectories using Gabor Filter Bank for human activity segmentation and recognition

We describe a novel method for human activity segmentation and interpretation in surveillance applications based on Gabor filter-bank features. A complex human activity is modeled as a sequence of elementary human actions like walking, running, jogging, boxing, hand-waving etc. Since human silhouette can be modeled by a set of rectangles, the elementary human actions can be modeled as a sequence of a set of rectangles with different orientations and scales. The activity segmentation is based on Gabor filter-bank features and normalized spectral clustering. The feature trajectories of an action category are learnt from training example videos using Dynamic Time Warping. The combined segmentation and the recognition processes are very efficient as both the algorithms share the same framework and Gabor features computed for the former can be used for the later. We have also proposed a simple shadow detection technique to extract good silhouette which is necessary for good accuracy of an action recognition technique. © 2008 IEEE.