Improved foreground detection via block-based classifier cascade with probabilistic decision integration

Background subtraction is a fundamental low-level processing task in numerous computer vision applications. The vast majority of algorithms process images on a pixel-by-pixel basis, where an independent decision is made for each pixel. A general limitation of such processing is that rich contextual information is not taken into account. We propose a block-based method capable of dealing with noise, illumination variations, and dynamic backgrounds, while still obtaining smooth contours of foreground objects. Specifically, image sequences are analyzed on an overlapping block-by-block basis. A low-dimensional texture descriptor obtained from each block is passed through an adaptive classifier cascade, where each stage handles a distinct problem. A probabilistic foreground mask generation approach then exploits block overlaps to integrate interim block-level decisions into final pixel-level foreground segmentation. Unlike many pixel-based methods, ad-hoc postprocessing of foreground masks is not required. Experiments on the difficult Wallflower and I2R datasets show that the proposed approach obtains on average better results (both qualitatively and quantitatively) than several prominent methods. We furthermore propose the use of tracking performance as an unbiased approach for assessing the practical usefulness of foreground segmentation methods, and show that the proposed approach leads to considerable improvements in tracking accuracy on the CAVIAR dataset.

"What is contemporary art? A review of two books by Terry Smith'

What is contemporary art and what are the key components of contemporary culture? This review demonstrates where Terry Smith provides important answers to this question. The books thus help to improve understanding of how art has changed in recent decades and how a global culture now shapes its parameters. This review does not however concur that Smith provides a convincing case for a complete cultural paradigm transformation.

Learning beyond books : strategies for ambient media to improve libraries and collaboration spaces as interfaces for social learning

With the advent of digital media and online information resources, public libraries as physical destinations for information access are being increasingly challenged. As a response, many libraries follow the trend of removing bookshelves in order to provide more floorspace for social interaction and collaboration. Such spaces follow a Commons 2.0 model: they are designed to support collaborative work and social learning. The acquisition of skills and knowledge is facilitated as a result of being surrounded by and interacting with a community of likeminded others. Based on the results of a case study on a Commons 2.0 library space, this paper describes several issues of collaboration and social learning in public library settings. Acknowledging the significance of the architectural characteristics of the physical space, we discuss opportunities for ambient media to better reflect the social attributes of the library as a place; i.e. amplify the sense of other co-present library visitors and provide opportunities for shared encounters and conversations, which would remain invisible otherwise. We present the design of a user check-in system for improving the library as a physical destination for social learning, sharing, and inspiration for and by the community.

Open Access Books

Although digital technology has, in theory, made it possible for many more people to access content at no extra cost, fewer people than ever before are able to read the books written by university-based researchers. This article looks, very briefly, at the role that open access licenses might play in reviving the scholarly monograph: a specialised area of academic publishing that has seen sales decline by more than 90% over the past three decades. It also introduces a new approach to funding open-access scholarly books being pioneered by the not-for-profit social enterprise Knowledge Unlatched.

Activities for Pearl Barley and Charlie Parsley by Aaron Blabey Puffin Books 2007 Target group: Upper Primary

An upper primary multiliteracies project based on the children’s book “Pearl Barley and Charlie Parsley” by Aaron Blabey. The main theme explored is same and different.

The value of books : the fantastic flying books of Mr. Morris Lessmore and the social hieroglyphic of reading

The late eighteenth century witnessed the emergence of new technologies of subjectivity and of the literary. Most obviously, “the novel as a literary form appeared to embody and turn into an object the experience of life itself” (Park), and the novel genre came to both reflect and shape notions of interiority and subjectivity. In this same period, “A shift was taking place in the way people felt and thought about children and the accoutrements of childhood, including books and toys, were implicated in this change” (Lewis). In seeking to understand the relationships between media (e.g. books and toys), genres (e.g. novels and picture books), and modes of subjectivity, Marx’s influential theory of commodity fetishism, whereby “a definite social relation between men, that assumes, in their eyes, the fantastic form of a relation between things”, has served as a productive tool of analysis. The extent to which Marx’s account of commodity fetishism continues to be of use becomes clear when the corollaries between the late eighteenth-century emergence of novels and pictures books as technologies of subjectivity and the early twenty-first century emergence of e-readers and digital texts as technologies of subjectivity are considered. This paper considers the literary technology of Apple’s iPad (first launched in 2010) as a commodity fetish, and the circulation of “apps” as texts made available by and offered as justifications for, this fetish object. The iPad is both book and toy, but is never “only” either; it is arguably a new technology of subjectivity which incorporates but also destabilises categories of reading and playing such as those made familiar by earlier technologies of literature and the self. The particular focus of this paper is on the multimodal versions (app, film, and picture book) of The Fantastic Flying Books of Mr. Morris Lessmore, which are understood here as a narrativisation of commodity fetishism, subjectivity, and the act of reading itself.

The lost boys : creating appealing and engaging fiction for adolescent male reluctant readers & Duende a young adult novella

Reading plays an important role in establishing lifelong learning and providing the reader with an avenue to new experiences and a language with which to express their ideas and feelings (Owen 2003; Hamston & Love 2005). In particular adolescents need a language that allows them to 'play with their identities in a safe and controlled manner to explore who they want to be in this ever changing world' (Koss & Teale 2009, 569). Block (1995) advances that there is a distinct correlation between what we read and how we live in the world, and argues 'if what we read influences our identity in the world, the ways we are able to imagine and live in the world, then there is some responsibility to address these various texts, their readers and possible reading experiences' (Koss & Teale 2009, 569). Within my research I attempt to take on this responsibility by establishing a connection between reluctant adolescent male readers, and their reading experiences and by using their opinions to create a novella that seeks to more fully engage them. Centred within the larger debate about boys and books are two central discussions: why don't boys read and what should boys read? While a number of reasons why adolescent boys don't read are mentioned in this paper and it might not be possible to fully account for why many are reluctant readers, it is possible to argue that specific forms of literature addressing certain themes and topics relevant to the age group might appeal to reluctant readers. The conceptual framework for this research was structured using a mixed-method approach consisting of four phases. In positioning my research for determining literature that reluctant readers may want to read I draw on a variety of material which tends to support the longevity of S.E Hinton's (1967) argument that 'teenagers today, want to read about teenagers today' (cited in Smith & Wilhelm 2002, 6). My practice-based research was conducted within a high school in Brisbane, Australia. Six participants were selected and required to read three recently published Australian Young Adult novels, and opinion was collected via semi-structured interviews on these case studies. Grounded Theory (Charmaz 2003; Charmaz 2006; Glaser & Strauss 2011) informed the design of the questions, and the process of concurrent interviews and analysis of opinion. This analysis led to construction of my theory: adolescent male reluctant readers want to read about female relationships and family conflict within a story that consists of an adventure that, although unlikely to happen, could happen. From this study there are two main contributions, which have theoretical and practical implications for stakeholders with a vested interest in the discussion regarding boys and books. First, this study, through the research methodology, presents key findings that indicate that reluctant readers are interested in realistic texts addressing themes that will help with the construction of, and understanding of, their own lives. Secondly, the grounded theory derived from these findings is applied to my own praxis and my creative artefact (Duende) is included with this exegesis as a text intended to create a connection between engaging texts and adolescent male reluctant readers.

Counterfeiting attacks on block-wise dependent fragile watermarking schemes

In this paper, we present three counterfeiting attacks on the block-wise dependent fragile watermarking schemes. We consider vulnerabilities such as the exploitation of a weak correlation among block-wise dependent watermarks to modify valid watermarked %(medical or other digital) images, where they could still be verified as authentic, though they are actually not. Experimental results successfully demonstrate the practicability and consequences of the proposed attacks for some relevant schemes. The development of the proposed attack models can be used as a means to systematically examine the security levels of similar watermarking schemes.

Open Access and Scholarly Books: Workshop Report, 19 June 2013

On 19 June 2013 Knowledge Unlatched and the Berkman Center for Internet and Society at Harvard Law School jointly convened a one-day workshop titled Open Access and Scholarly Books in Cambridge, MA. The workshop brought together a group of 21 invited publishers, librarians, academics and Open Access innovators to discuss the challenge of making scholarly books Open Access. This report captures discussions that took place on the day.

Unique X-linked familial FSGS with co-segregating heart block disorder is associated with a mutation in the NXF5 gene

Focal segmental glomerulosclerosis (FSGS) is the consequence of a disease process that attacks the kidney's filtering system, causing serious scarring. More than half of FSGS patients develop chronic kidney failure within 10 years, ultimately requiring dialysis or renal transplantation. There are currently several genes known to cause the hereditary forms of FSGS (ACTN4, TRPC6, CD2AP, INF2, MYO1E and NPHS2). This study involves a large, unique, multigenerational Australian pedigree in which FSGS co-segregates with progressive heart block with apparent X-linked recessive inheritance. Through a classical combined approach of linkage and haplotype analysis, we identified a 21.19 cM interval implicated on the X chromosome. We then used a whole exome sequencing approach to identify two mutated genes, NXF5 and ALG13, which are located within this linkage interval. The two mutations NXF5-R113W and ALG13-T141L segregated perfectly with the disease phenotype in the pedigree and were not found in a large healthy control cohort. Analysis using bioinformatics tools predicted the R113W mutation in the NXF5 gene to be deleterious and cellular studies support a role in the stability and localization of the protein suggesting a causative role of this mutation in these co-morbid disorders. Further studies are now required to determine the functional consequence of these novel mutations to development of FSGS and heart block in this pedigree and to determine whether these mutations have implications for more common forms of these diseases in the general population.

Google Books wins ‘fair use’ but Australian copyright lags

Australia wants to foster innovation in a digital economy, but our copyright laws discourage businesses from investing in new technologies and make it harder for individuals to access the knowledge upon which innovation is based. Yesterday’s US decision in the Google Books case shows why US copyright law is much more supportive of innovation than ours. This article argues that if the government is serious about encouraging private innovation, introducing fair use is crucially important.

Formalising human recognition : a fundamental building block for security proofs

A fundamental part of many authentication protocols which authenticate a party to a human involves the human recognizing or otherwise processing a message received from the party. Examples include typical implementations of Verified by Visa in which a message, previously stored by the human at a bank, is sent by the bank to the human to authenticate the bank to the human; or the expectation that humans will recognize or verify an extended validation certificate in a HTTPS context. This paper presents general definitions and building blocks for the modelling and analysis of human recognition in authentication protocols, allowing the creation of proofs for protocols which include humans. We cover both generalized trawling and human-specific targeted attacks. As examples of the range of uses of our construction, we use the model presented in this paper to prove the security of a mutual authentication login protocol and a human-assisted device pairing protocol.

Popular Appeal : Books and Films in Contemporary Youth Culture

Now is an opportune moment to consider the shifts in youth and popular culture that are signalled by texts that are being read and viewed by young people. In a world seemingly compromised by climate change, political and religious upheavals and economic irresponsibility, and at a time of fundamental social change, young people are devouring fictional texts that focus on the edges of identity, the points of transition and rupture, and the assumption of new and hybrid identities. This book draws on a range of international texts to address these issues, and to examine the ways in which key popular genres in the contemporary market for young people are being re-defined and re-positioned in the light of urgent questions about the environment, identity, one's place in the world, and the fragile nature of the world itself. The key questions are: what are the shifts and changes in youth culture that are identified by the market and by what young people read and view? How do these texts negotiate the addressing of significant questions relating to the world today? Why are these texts so popular with young people? What are the most popular genres in contemporary best-sellers and films? Do these texts have a global appeal, and, if so, why? These over-arching themes and ideas are presented as a collection of inter-related essays exploring a rich variety of forms and styles from graphic novels to urban realism, from fantasy to dystopian writing, from epic narratives to television musicals. The subjects and themes discussed here reveal the quite remarkable diversity of issues that arise in youth fiction and the variety of fictional forms in which they are explored. Once seen as not as important as adult fiction, this book clearly demonstrates that youth fiction (and the popular appeal of this fiction) is complex, durable and far-reaching in its scope.