Machine learning allows for non-conventional and productive answers for issues within various fields, including problems related to visually perceptive computers. Applying these strategies and algorithms to the area of computer vision allows for higher achievement in tasks such as spatial recognition, big data collection, and image processing. There is a need for research that seeks to understand the development and efficiency of current methods that enable machines to see. Challenges and Applications for Implementing Machine Learning in Computer Vision is a collection of innovative research that combines theory and practice on adopting the latest deep learning advancements for machines capable of visual processing. Highlighting a wide range of topics such as video segmentation, object recognition, and 3D modelling, this publication is ideally designed for computer scientists, medical professionals, computer engineers, information technology practitioners, industry experts, scholars, researchers, and students seeking current research on the utilization of evolving computer vision techniques.

Focusing on one landmark catastrophic event in the history of an emerging modern nation—the Great Kanto Earthquake that devastated Tokyo and surrounding areas in 1923—this fascinating volume examines the history of the visual production of the disaster. The Kanto earthquake triggered cultural responses that ran the gamut from voyeuristic and macabre thrill to the romantic sublime, media spectacle to sacred space, mournful commemoration to emancipatory euphoria, and national solidarity to racist vigilantism and sociopolitical critique. Looking at photography, cinema, painting, postcards, sketching, urban planning, and even scientific visualizations, Weisenfeld demonstrates how visual culture has powerfully mediated the evolving historical understanding of this major national disaster, ultimately enfolding mourning and memory into modernization.

Naturkatastrophen und ihre Bilder sind allgegenwartig; innerhalb der Kultur- und Bildwissenschaften sind jedoch bislang keine umfassenden Versuche unternommen worden, sie in einem transkulturellen Zusammenhang zu analysieren.Der Band folgt der gleichnamigen Konferenz, die der Cluster Asia and Europe 2012 an der Universitat Heidelberg veranstaltet hat, und versammelt Beitrage aus der interdisziplinaren Forschung zur Darstellung, Vermittlung und Interpretation von Katastrophen. Zugleich bildet er die wissenschaftliche Grundlage fur die Ausstellung Atlantis bis Fukushima , die 2014 in den Reiss-Engelhorn-Museen in Mannheim gezeigt wird. Die behandelten Themen reichen von Fallstudien zur historischen Bildfindung in der europaischen Renaissance bis zur Untersuchung aktueller Medienphanomene, wie der internationalen Berichterstattung der Katastrophen des 21ten Jahrhunderts.

Minutes before midnight on the evening of March 12, 1928, the St. Francis Dam collapsed. The dam's 200-foot concrete wall crumpled, sending billions of gallons of raging flood waters down San Francisquito Canyon, sweeping 54 miles down the Santa Clara River to the sea, and claiming over 450 lives in the disaster. Captured here in over 200 images is a photographic record of the devastation caused by the flood, and the heroic efforts of residents and rescue workers. Built by the City of Los Angeles' Bureau of Water Works and Supply, the failure of the St. Francis Dam on its first filling was the greatest American civil engineering failure of the 20th century. Beginning at dawn on the morning after the disaster, stunned local residents picked up their cameras to record the path of destruction, and professional photographers moved in to take images of the washed-out bridges, destroyed homes and buildings, Red Cross workers giving aid, and the massive clean-up that followed. The event was one of the worst disasters in California's history, second only to the San Francisco Earthquake and Fire.

Disasters by Design provides an alternative and sustainable way to view, study, and manage hazards in the United States that would result in disaster-resilient communities, higher environmental quality, inter- and intragenerational equity, economic sustainability, and improved quality of life. This volume provides an overview of what is known about natural hazards, disasters, recovery, and mitigation, how research findings have been translated into policies and programs; and a sustainable hazard mitigation research agenda. Also provided is an examination of past disaster losses and hazards management over the past 20 years, including factorsâ€"demographic, climate, socialâ€"that influence loss. This volume summarizes and sets the stage for the more detailed books in the series.

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Social Media in Disaster Response focuses on how emerging social web tools provide researchers and practitioners with new opportunities to address disaster communication and information design for participatory cultures. Both groups, however, currently lack research toolkits for tracing participant networks across systems; there is little understanding of how to design not just for individual social web sites, but how to design across multiple systems. Given the volatile political and ecological climate we are currently living in, the practicality of understanding how people communicate during disasters is important both for those researching solutions and for those putting that research into practice. Social Media in Disaster Response addresses this situation by presenting the results of a large-scale sociotechnical usability study on crisis communication in the vernacular related to recent natural and human-made crisis; this is an analysis of the way social web applications are transformed, by participants, into a critical information infrastructure in moments of crisis. This book provides researchers with methods, tools, and examples for researching and analyzing these communication systems while providing practitioners with design methods and information about these participatory communities to assist them in influencing the design and structure of these communication systems.

Historical disaster research is still a young field. This book discusses the experiences of natural disasters in different cultures, from Europe across the Near East to Asia. It focuses on the pre-industrial era and on the question of similarities, differences and transcultural dynamics in the cultural handling of natural disasters. Which long-lasting cultural patterns of perception, interpretation and handling of disasters can be determined? Have specific types of disasters changed the affected societies? What have people learned from disasters and what not? What adaptation and coping strategies existed? Which natural, societal and economic parameters play a part? The book not only reveals the historical depth of present practices, but also reveals possible comparisons that show globalization processes, entanglements and exchanges of ideas and practices in pre-modern times.

No person or place is immune from disasters or disaster-related losses. Infectious disease outbreaks, acts of terrorism, social unrest, or financial disasters in addition to natural hazards can all lead to large-scale consequences for the nation and its communities. Communities and the nation thus face difficult fiscal, social, cultural, and environmental choices about the best ways to ensure basic security and quality of life against hazards, deliberate attacks, and disasters. Beyond the unquantifiable costs of injury and loss of life from disasters, statistics for 2011 alone indicate economic damages from natural disasters in the United States exceeded $55 billion, with 14 events costing more than a billion dollars in damages each. One way to reduce the impacts of disasters on the nation and its communities is to invest in enhancing resilience-the ability to prepare and plan for, absorb, recover from and more successfully adapt to adverse events. Disaster Resilience: A National Imperative addresses the broad issue of increasing the nation's resilience to disasters. This book defines "national resilience", describes the state of knowledge about resilience to hazards and disasters, and frames the main issues related to increasing resilience in the United States. It also provide goals, baseline conditions, or performance metrics for national resilience and outlines additional information, data, gaps, and/or obstacles that need to be addressed to increase the nation's resilience to disasters. Additionally, the book's authoring committee makes recommendations about the necessary approaches to elevate national resilience to disasters in the United States. Enhanced resilience allows better anticipation of disasters and better planning to reduce disaster losses-rather than waiting for an event to occur and paying for it afterward. Disaster Resilience confronts the topic of how to increase the nation's resilience to disasters through a vision of the characteristics of a resilient nation in the year 2030. Increasing disaster resilience is an imperative that requires the collective will of the nation and its communities. Although disasters will continue to occur, actions that move the nation from reactive approaches to disasters to a proactive stance where communities actively engage in enhancing resilience will reduce many of the broad societal and economic burdens that disasters can cause.