Gender Classification via Lips: Static and Dynamic Features

Automatic gender classification has many security and commercial applications. Various modalities have been investigated for gender classification with face-based classification being the most popular. In some real-world scenarios the face may be partially occluded. In these circumstances a classification based on individual parts of the face known as local features must be adopted. We investigate gender classification using lip movements. We show for the first time that important gender specific information can be obtained from the way in which a person moves their lips during speech. Furthermore our study indicates that the lip dynamics during speech provide greater gender discriminative information than simply lip appearance. We also show that the lip dynamics and appearance contain complementary gender information such that a model which captures both traits gives the highest overall classification result. We use Discrete Cosine Transform based features and Gaussian Mixture Modelling to model lip appearance and dynamics and employ the XM2VTS database for our experiments. Our experiments show that a model which captures lip dynamics along with appearance can improve gender classification rates by between 16-21% compared to models of only lip appearance.

Transforming the Irish Presidency: Activist Presidents and Gender Politics, 1990-2011

The election of two energetic women in succession to the office of President of Ireland challenged the notion that the presidency was a long-service reward for retiring politicians. Mary Robinson and Mary McAleese broke the male domination of the office, interpreted its functions in a more dynamic manner, and utilised the ‘soft power’ of the presidency with skill. Yet, as individuals they were very different in political focus, experience and ideological disposition. This article charts their respective backgrounds and discusses the context in which each woman came to the presidency. It explores their vision for the office. Focusing on the potential for harnessing the soft power of the presidency, it argues that Robinson adopted a classical representative view of the office, whereas McAleese chose a facilitatory style of leadership. The article concludes that in their different ways, Robinson and McAleese contributed to reshaping the office, utilising its symbolic potential and soft power to make it a more meaningful and fit-for-purpose political institution for the twenty-first century. © 2012 Political Studies Association of Ireland.

Here I am yet cannot hold this visible shape:The Music of Gender in Shakespeare’s Twelfth Night

Music has always been used as an important dramaturgical strategy in Western theatre to create a holistic theatrical experience. In Shakespeare’s plays, music was employed as a unique dramaturgical device for various purposes. Twelfth Night distinguishes itself from among the many plays that employ music because it begins, ends and progresses with music. Music pervades Twelfth Night and is tightly interwoven into the thematic concerns of the play such as love and gender. Because of music’s elusive nature and the difficulty of discussing a musical aesthetics, Shakespearean music critics have approached music in the play as a theme or an idea. This paper hopes to develop upon older scholarship by introducing an alternate framework of considering music’s musicality through a musicological analysis of the songs in Twelfth Night. In so doing, the paper hopes to show how and why music can modulate our responses to the play and in particular, to the theme of gender, a problematic issue that produces the elusive and darker nature of this festive comedy.

GENDER AND CLASS MOBILITY - EVIDENCE FROM THE REPUBLIC-OF-IRELAND

Gender has frequently been identified as the most controversial issue confronting class analysis. In this paper we make use of data from the Republic of Ireland to assess the extent to which the incorporation of women in class mobility analysis alters our understanding of the central processes of social mobility. We find that for married women their husband's class is a more powerful predictor of household poverty and life-style than their own 'class' as indicated by current or previous occupation. With regard to employment mobility we find that the sole source of gender variation in mobility chances relates to differences in the objective opportunity structures faced by men and women. Applying a measured variable model to 'men only' and 'complete' mobility tables reveals only modest differences in the patterns of social fluidity. The inclusion of women in class mobility tables requires little in the way of substantial modification of our understanding of the pattern of class relationships underlying the observed pattern of mobility.

Collaboration in academic medicine:Reflections on gender and advancement

Purpose: Collaboration in academic medicine is encouraged, yet no one has studied the environment in which faculty collaborate. The authors investigated how faculty experienced collaboration and the institutional atmosphere for collaboration. Method: In 2007, as part of a qualitative study of faculty in five disparate U.S. medical schools, the authors interviewed 96 medical faculty at different career stages and in diverse specialties, with an oversampling of women, minorities, and generalists, regarding their perceptions and experiences of collaboration in academic medicine. Data analysis was inductive and driven by the grounded theory tradition. Results: Female faculty expressed enthusiasm about the potential and process of collaboration; male faculty were more likely to focus on outcomes. Senior faculty experienced a more collaborative environment than early career faculty, who faced numerous barriers to collaboration: the hierarchy of medical academe, advancement criteria, and the lack of infrastructure supportive of collaboration. Research faculty appreciated shared ideas, knowledge, resources, and the increased productivity that could result from collaboration, but they were acutely aware that advancement requires an independent body of work, which was a major deterrent to collaboration among early career faculty. Conclusions: Academic medicine faculty have differing views on the impact and benefits of collaboration. Early career faculty face concerning obstacles to collaboration. Female faculty seemed more appreciative of the process of collaboration, which may be of importance for transitioning to a more collaborative academic environment. A reevaluation of effective benchmarks for promotion of faculty is warranted to address the often exclusive reliance on individualistic achievement. © 2009 The Association of American Medical Colleges.

Dimensions of Financial Autonomy in Low-/Moderate-Income Couples from a Gender Perspective and Implications for Welfare Reform

The ‘unitary household’ lives on in policymakers’ assumptions about couples sharing their finances. Yet financial autonomy is seen as a key issue in gender relations, particularly for women. This article draws on evidence from semi-structured individual interviews with men and women in thirty low-/moderate-income couples in Britain. The interviews explored whether financial autonomy had any meaning to these individuals; and, if so, to what extent this was gendered in the sense of there being differences in men's and women's understanding of it. We develop a framework for the investigation of financial autonomy, involving several dimensions: achieving economic independence, having privacy in one's financial affairs and exercising agency in relation to household and/or personal spending. We argue that financial autonomy is a relevant issue for low-/moderate-income couples, and that women are more conscious of tensions between financial togetherness and autonomy due to their greater responsibility for managing togetherness and lower likelihood of achieving financial independence. Policymakers should therefore not discount the aspirations of women in particular for financial autonomy, even in low-/moderate-income couples where there remain significant obstacles to achieving this. Yet plans for welfare reform that rely on means testing and ignore intra-household dynamics in relation to family finances threaten to exacerbate these obstacles and reinforce a unitary family model.

Money matters: using qualitative research for policy influencing on gender and welfare reform

The UK government has been considering the design and delivery of the proposed “universal credit”, the centerpiece of its welfare reforms. The authors draw on findings from their own research, about how low/moderate-income couples manage money and negotiate gender roles, to demonstrate their relevance to exploring the gender implications of the proposals for universal credit. Findings from this and other similar studies are used to explore the value of qualitative research to policy design and debates – in particular to supplement economic modeling, which has been highly influential in driving the current UK government's thinking on welfare reform. The authors discuss the reasons why insights about gender relations within the household revealed by such qualitative research appear to have been resisted in the reform.

Gender differences among Canadian spousal caregivers at the end of life

The purpose of this study was to examine gender differences in spousal caregiving at the end of life. The primary research question was to determine gender differences in caregiver strain among spousal caregivers. Secondary research questions investigated included (i) the presence of gender differences among spousal caregivers in the duration of care provided; (ii) gender differences among spousal caregivers in formal service use and unmet service needs; and (iii) whether support to care recipients in activities of daily living varied according to the gender of the spousal caregiver. The study was conducted over a 2-year period (2000-2002) in south-central Ontario, Canada. The study sample included 283 informal spousal caregivers (198 females, 85 males) each of whom were caring for a terminally ill spouse at the time they participated in a cross-sectional telephone survey. The analysis showed that females reported a significantly greater level of caregiving strain than males (t = -2.12, d.f. = 281, P = 0.035). When considering source of support in activities of daily living for the care recipient, differential assistance was noted on the basis of caregiver gender. Female caregivers had almost twice the odds of providing support in toileting-related tasks than male caregivers (odds ratio (OR) = 1.98, 95% confidence interval (CI) = 1.01-3.85, P = 0.044), while male caregivers had approximately twice the odds of providing support in mobility-related tasks (OR = 0.41, 95% CI = 0.21-0.81, P = 0.011). Care recipients who had a female caregiver had lower odds of receiving support from family and friends in tasks associated with personal care (OR = 0.17, 95% CI = 0.05-0.53, P = 0.002). To address gender differences in caregiving, a realistic home-based palliative care approach must take into account the importance of informal caregivers. © 2008 Blackwell Publishing Ltd.

Changing attitudes to gender roles: A longitudinal analysis of ordinal response data from the British household panel study

This article examines changes in attitudes to gender roles in contemporary Britain by using a first-order Markov process in which cumulative transition probabilities are logistic functions of a set of personal and socioeconomic characteristics of respondents. The data are taken from the British Household Panel Study (BHPS). The attitudinal responses examined take the form of ordinal responses concerning gender roles in 1991 and 2003. The likelihood function is partitioned to make possible the use of existing software for estimating model parameters. For the BHPS data, it was found that, depending on the value of the response in 1991, a variety of factors were important determinants of attitudes to gender roles by 2003.