Understanding Visible Differences

This book provides an evidence-based guide to working with visible difference in therapeutic practice. It explores how appearance problems intersect with other concerns causing mental health issues and provides clear guidance on treatment plans and related topics. Visible difference is a bigger cause of mental distress than is often realised. One in five people have an appearance that is considered ‘different’ to the normal population. The category of ‘visible difference’, previously described as ‘disfigurement’ or simply ‘disability’ captures a range of conditions with varying aetiology, severity, and extent. Differences in appearance can be the result of a birth anomaly, or be caused later in life through illness, physical trauma, or behaviour. Whatever the cause, visible difference can have a negative effect on how individuals are perceived and view themselves. This timely work arrives at a moment of rising professional interest, due to the growth of social media use and the focus this puts on appearance (“the amplification of appearance bias”), and also influenced by the implications new research. The author draws on these findings together with her own research and practice to examine best practice and key issues in addressing visible difference. Particular consideration is given to establishing a good working therapeutic relationship. Whether a trainee, a recently qualified therapist, or an experienced professional wanting to broaden their understanding, this is the ideal text for anyone wanting to better understand this growing area of therapeutic practice.

This unique volume reviews the latest advances in domain adaptation in the training of machine learning algorithms for visual understanding, offering valuable insights from an international selection of experts in the field. The text presents a diverse selection of novel techniques, covering applications of object recognition, face recognition, and action and event recognition. Topics and features: reviews the domain adaptation-based machine learning algorithms available for visual understanding, and provides a deep metric learning approach; introduces a novel unsupervised method for image-to-image translation, and a video segment retrieval model that utilizes ensemble learning; proposes a unique way to determine which dataset is most useful in the base training, in order to improve the transferability of deep neural networks; describes a quantitative method for estimating the discrepancy between the source and target data to enhance image classification performance; presents a technique for multi-modal fusion that enhances facial action recognition, and a framework for intuition learning in domain adaptation; examines an original interpolation-based approach to address the issue of tracking model degradation in correlation filter-based methods. This authoritative work will serve as an invaluable reference for researchers and practitioners interested in machine learning-based visual recognition and understanding.

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

In a world preoccupied with the visual, it has become essential to understand the dynamics of images and interpret them. This volume shows the reader how to analyse the structure, conventions, contexts and uses of the visual in Western cultures.

THEORY AND EXPLANATION IN GEOGRAPHY “With this book Henry Yeung puts Geography back into the driver’s seat of new theory development. Foregrounding mid-range theories and mechanism-based explanations, he offers a pragmatic approach that has the capacity to shape the wider social sciences for years to come. The timing of this intervention is pitch-perfect, as scholars search for ways to understand and intervene in an increasingly distrustful and polarized world.” —KATHARYNE MITCHELL, Distinguished Professor, University of California, Santa Cruz, USA “Critical human geography possesses a distinctive theory culture—pluralist, creative, distributed, restless, contested—prone to “turning,” wary of orthodoxies and fixed positions. In this original and provocative contribution, the leading economic geographer Henry Yeung steps out beyond his home turf to engage styles and practices of theorizing across this diverse field, carving out a new remit and rubric for middle-range theorizing.” —JAMIE PECK, Canadian Research Chair and Distinguished University Scholar, University of British Columbia, Canada Grounded in a generous reading of a multitude of critical approaches in human geography and their diverse conceptions of theory, Theory and Explanation in Geography draws upon cutting-edge debates on the mechanism-based approach to theory and explanation in analytical sociology, political science, and the philosophy of social sciences to inform current and future geographical thinking on theory. This consolidated conceptual work represents an extension and much further development of the author’s well-cited works on relational geography, critical realism and causal explanation, process-based methodology, globalization and the theory of global production networks, and “theorizing back” and situated knowledges that were published in leading journals in Geography. The work has several chapters that identify new directions for Geography’s current and future engagement with the wider social sciences and relevant research agendas in geographical thought. Its main chapters provide the necessary conceptual toolkits for mobilizing such an expanding research program in the 2020s and beyond. Compared to typical texts on geographical thought, this book is less retrospective and historical and more prospective in nature. Detailing why and how mid-range explanatory theories can be better developed through causal mechanisms and relational thinking that have been revitalized in the social sciences, Theory and Explanation in Geography is an essential read for academics, geographers, and scholars seeking unique perspective on an important facet of the field.

A proven program for enhancing students' thinking and comprehension abilities Visible Thinking is a research-based approach to teaching thinking, begun at Harvard's Project Zero, that develops students' thinking dispositions, while at the same time deepening their understanding of the topics they study. Rather than a set of fixed lessons, Visible Thinking is a varied collection of practices, including thinking routines?small sets of questions or a short sequence of steps?as well as the documentation of student thinking. Using this process thinking becomes visible as the students' different viewpoints are expressed, documented, discussed and reflected upon. Helps direct student thinking and structure classroom discussion Can be applied with students at all grade levels and in all content areas Includes easy-to-implement classroom strategies The book also comes with a DVD of video clips featuring Visible Thinking in practice in different classrooms.