Comparative study of human age estimation based on hand-crafted and deep face features

In the past few years, human facial age estimation has drawn a lot of attention in the computer vision and pattern recognition communities because of its important applications in age-based image retrieval, security control and surveillance, biomet- rics, human-computer interaction (HCI) and social robotics. In connection with these investigations, estimating the age of a person from the numerical analysis of his/her face image is a relatively new topic. Also, in problems such as Image Classification the Deep Neural Networks have given the best results in some areas including age estimation. In this work we use three hand-crafted features as well as five deep features that can be obtained from pre-trained deep convolutional neural networks. We do a comparative study of the obtained age estimation results with these features.

The invisible hand: transversal thinking with new materialism in curriculum design

This proposal invites participation in a design intensive, in which educators bring along an idea for a unit, seminar, lecture, lesson as the basis for a practical and creative workshop merging conceptual art, writing, poetry and curriculum planning, while engaging playfully with New Materialism. In this work we seek to move beyond merely interrogating designs for future subjects, and to embolden our thinking about curriculum, asking questions to explore how the pedagogical imagination works with both the material and immaterial, the corporeal and incorporeal, within ecologies continually transforming in the process of making. Through this, we explore ways to challenge “delivery”, or “conduit” metaphors of education, to see design as “situated” in new ways involving both human and nonhuman elements, resisting stasis, resisting closure. This workshop positions curriculum design in the realm of the artist/activist, rather than that of the bureaucrat/technician and opens up a space for reflection on the processes of making curriculum. The workshop also therefore seeks to question how knowledge around curriculum is produced, and to document the ways in which our work as educators is part of a continuous becoming, as we ourselves, and our designs, co-emerge. We remember that curriculum design is fundamentally a creative project, always taking form and transforming in relation to what surrounds us, rather residing in documents, which tend to conceal the entanglements around their making. Instead, we embody and live curriculum; it is happening now

Islamic or conventional mutual funds: who has the upper hand? Evidence from Malaysia

Contradictory results are documented in the literature regarding which type of mutual fund has superior performance; an Islamic or conventional mutual fund. Due to the relative short history of the Islamic mutual funds' industry, prior literature has inevitably relied on a small sample size with a short sample period. With the longest applicable sample period, this study represents one of the most recent attempts to address this conflicting evidence. We find there is no clear cut over performance by Islamic mutual funds against their conventional peers across the three financial crises in our sample period, with the exception of the most recent global financial crisis, where Islamic mutual funds generally outperformed their conventional counterparts. We further find that Islamic funds significantly outperformed conventional funds in the riskiest asset class, equity, one year before and during the global financial crisis. We further reveal that the modified value at risk for Islamic mutual funds was significantly lower than their conventional peers during the global financial crisis. This seems to indicate that Islamic mutual funds have better risk management compared to conventional peers.

Motivated reasoning in the prediction of sports outcomes and the belief in the “hot hand”

The present paper explores the role of motivation to observe a certain outcome in people's predictions, causal attributions, and beliefs about a streak of binary outcomes (basketball scoring shots). In two studies we found that positive streaks (points scored by the participants' favourite team) lead participants to predict the streak's continuation (belief in the hot hand), but negative streaks lead to predictions of its end (gambler's fallacy). More importantly, these wishful predictions are supported by strategic attributions and beliefs about how and why a streak might unfold. Results suggest that the effect of motivation on predictions is mediated by a serial path via causal attributions to the teams at play and belief in the hot hand.

Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences

Fully articulated hand tracking promises to enable fundamentally new interactions with virtual and augmented worlds, but the limited accuracy and efficiency of current systems has prevented widespread adoption. Today's dominant paradigm uses machine learning for initialization and recovery followed by iterative model-fitting optimization to achieve a detailed pose fit. We follow this paradigm, but make several changes to the model-fitting, namely using: (1) a more discriminative objective function; (2) a smooth-surface model that provides gradients for non-linear optimization; and (3) joint optimization over both the model pose and the correspondences between observed data points and the model surface. While each of these changes may actually increase the cost per fitting iteration, we find a compensating decrease in the number of iterations. Further, the wide basin of convergence means that fewer starting points are needed for successful model fitting. Our system runs in real-time on CPU only, which frees up the commonly over-burdened GPU for experience designers. The hand tracker is efficient enough to run on low-power devices such as tablets. We can track up to several meters from the camera to provide a large working volume for interaction, even using the noisy data from current-generation depth cameras. Quantitative assessments on standard datasets show that the new approach exceeds the state of the art in accuracy. Qualitative results take the form of live recordings of a range of interactive experiences enabled by this new approach.

Heaven's Sense: a novel / At hand-grips with ruin: the psychology of writer's block

There is a significant attitude of scepticism when it comes to belief in the existence of writer's block as a valid psychological phenomenon, alongside what might be described as the "Tortured Artist Personality". It is contended here that both writer's block and the "Tortured Artist Personality" do exist in a minority of professional and aspiring fiction writers, and furthermore that these phenomena are forms of personality behaviour that have already been well-catalogued by the academic fields of psychiatry, psychology and psychotherapy: specifically, writer's block is a form of unconscious maladaptive procrastination - expressed through avoidance coping or escape coping behaviour - which in turn arises from the fully-accepted personality trait of perfectionism. Aspects of perfectionism, together with various sub-scale traits and mediators, are also the key components in at least one form of "Tortured Artist Personality". This paper lays out the extensive evidence for these assertions, using existing research in the fields of psychology, psychiatry, psychotherapy and neuroscience.