Challenges and Applications for Implementing Machine Learning in Computer Vision

Challenges and Applications for Implementing Machine Learning in Computer Vision
Author: Kashyap, Ramgopal
Publisher: IGI Global
Total Pages: 318
Release: 2019-10-04
Genre: Computers
ISBN: 1799801845

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.

St. Francis Dam Disaster

St. Francis Dam Disaster
Author: John Nichols
Publisher: Arcadia Publishing
Total Pages: 136
Release: 2002-10-01
Genre: History
ISBN: 9780738520797

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

Disasters by Design
Author: Dennis Mileti
Publisher: Joseph Henry Press
Total Pages: 372
Release: 1999-06-18
Genre: Science
ISBN: 0309261732

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.

Wealth and Disaster

Wealth and Disaster
Author: Pierre Force
Publisher: JHU Press
Total Pages: 253
Release: 2016-12-15
Genre: Biography & Autobiography
ISBN: 1421421283

G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- R -- S -- T -- U -- V -- W -- Z

Imaging Disaster

Imaging Disaster
Author: Gennifer Weisenfeld
Publisher: Univ of California Press
Total Pages: 494
Release: 2012-11-14
Genre: Art
ISBN: 0520954246

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.

9/11 and the Visual Culture of Disaster

9/11 and the Visual Culture of Disaster
Author: Thomas Stubblefield
Publisher: Indiana University Press
Total Pages: 250
Release: 2014-12-17
Genre: Social Science
ISBN: 0253015634

“[An] insightful view on how 9/11 is perceived in American society—the day that ‘refuses to enter history,’ the tragedy that ‘has, in effect, not yet passed.’” —Journal of Popular Culture The day the towers fell, indelible images of plummeting rubble, fire, and falling bodies were imprinted in the memories of people around the world. Images that were caught in the media loop after the disaster and coverage of the attack, its aftermath, and the wars that followed reflected a pervasive tendency to treat these tragic events as spectacle. Though the collapse of the World Trade Center was “the most photographed disaster in history,” it failed to yield a single noteworthy image of carnage. Thomas Stubblefield argues that the absence within these spectacular images is the paradox of 9/11 visual culture, which foregrounds the visual experience as it obscures the event in absence, erasure, and invisibility. From the spectral presence of the Tribute in Light to Art Spiegelman’s nearly blank New Yorker cover, from the elimination of the Twin Towers from TV shows and films to the monumental cavities of Michael Arad’s 9/11 memorial, the void became the visual shorthand for the incident. By examining configurations of invisibility and erasure across the media of photography, film, monuments, graphic novels, and digital representation, Stubblefield interprets the post-9/11 presence of absence as the reaffirmation of national identity that implicitly laid the groundwork for the impending invasions of Iraq and Afghanistan. “A concise, engaging, and thought-provoking work that asks the reader to reassess their knowledge and relationship to that moment and the resulting milieu of post 9/11 life in America.” —ARLIS/NA Reviews “Extraordinarily brilliant . . . will change how we think about disasters and tragedies. The book is a must-read for both students and practitioners of media studies.” —Repository

Disaster Theory

Disaster Theory
Author: David Etkin
Publisher: Butterworth-Heinemann
Total Pages: 387
Release: 2014-12-26
Genre: Science
ISBN: 0128003553

Disaster Theory: An Interdisciplinary Approach to Concepts and Causes offers the theoretical background needed to understand what disasters are and why they occur. Drawing on related disciplines, including sociology, risk theory, and seminal research on disasters and emergency management, Disaster Theory clearly lays out the conceptual framework of the emerging field of disaster studies. Tailored to the needs of advanced undergraduates and graduate students, this unique text also provides an ideal capstone for students who have already been introduced to the fundamentals of emergency management. Disaster Theory emphasizes the application of critical thinking in understanding disasters and their causes by synthesizing a wide range of information on theory and practice, including input from leading scholars in the field. - Offers the first cohesive depiction of disaster theory - Incorporates material from leading thinkers in the field, as well as student exercises and critical thinking questions, making this a rich resource for advanced courses - Written from an international perspective and includes case studies of disasters and hazards from around the world for comparing the leading models of emergency response - Challenges the reader to think critically about important questions in disaster management from various points of view

Disaster Resilience

Disaster Resilience
Author: National Academies
Publisher: National Academies Press
Total Pages: 216
Release: 2012-12-29
Genre: Science
ISBN: 0309261503

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.

Response to Disaster

Response to Disaster
Author: Henry W. Fischer
Publisher: University Press of America
Total Pages: 248
Release: 1998
Genre: Social Science
ISBN: 9780761811831

A third-generation disaster researcher challenges what he sees as a myth perpetrated since the genesis of the field in the 1950s that faced with an emergency, most people will panic and flee, become helplessly impassive, or loot. He sets out the empirical evidence in statistics and case studies. He agrees with colleagues that the mass media are a primary factor in spreading the myth, but goes beyond them to address what emergency agencies can do despite it. Graduate and undergraduate students interested in social response to disasters, the disaster research community, and people responsible for responding to disaster might find the treatment interesting. Annotation copyrighted by Book News, Inc., Portland, OR

Eco Culture

Eco Culture
Author: Robert Bell
Publisher: Lexington Books
Total Pages: 279
Release: 2017-11-15
Genre: Nature
ISBN: 1498534775

The edited collection, Eco Culture: Disaster, Narrative, Discourse, opens a conversation about the mediated relationship between culture and ecology. The dynamic between these two great forces comes into stark relief when a disaster—in its myriad forms and narratives—reveals the fragility of our ecological and cultural landscapes. Disasters are the clashing of culture and ecology in violent and tragic ways, and the results of each clash create profound effects to both. So much so, in fact, that the terms ecology and culture are past separation. We are far removed from their prior historical binaric connection, and they coincide through a supplementary role to each other. Ecology and culture are unified.