Building Bangalore
Building Bangalore

Author: John Stallmeyer

Publisher: Routledge

Published: 2010-10-04

Total Pages: 291

ISBN-13: 1136903976

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Examining spatial transformations in Bangalore, one of India's fastest growing cities, this book highlights the influence of information and communications technology (ICT) development on the city. Focusing on the production of urban space and the processes that inform such production, the author proposes that Silicon Valley, California has become a globalized model for the production of ICT urban development. The book presents a history of Bangalore's urban development and the emergence of the ICT industry there. Using this historical analysis and the geography of ICT development, the author identifies several case study areas where ICT development is transforming the built environment. Building on this analysis, the author goes on to suggest that the development in Bangalore over the last 20 years represents a type of informational cascade, and that the case studies illustrate that local information alters the course of ICT development and has the potential to overturn this cascade. This in turn could lead to a more sustainable urban future, one that profits from the city's regional advantages. The transformations taking place in Bangalore are occurring in many cities that are competing in the new informational economy. This book makes an important contribution to studies on South Asia as well as Architecture and Urban Studies.

Building Feature Extraction with Machine Learning
Building Feature Extraction with Machine Learning

Author: Bharath.H. Aithal

Publisher: CRC Press

Published: 2022-12-29

Total Pages: 145

ISBN-13: 1000817199

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Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce the initial set of raw data for manageable image processing, and machine learning (ML) is the science that supports it. This book focuses on feature extraction methods for optical geospatial data using ML. It is a practical guide for professionals and graduate students who are starting a career in information extraction. It explains spatial feature extraction in an easy-to-understand way and includes real case studies on how to collect height values for spatial features, how to develop 3D models in a map context, and others. Features Provides the basics of feature extraction methods and applications along with the fundamentals of machine learning Discusses in detail the application of machine learning techniques in geospatial building feature extraction Explains the methods for estimating object height from optical satellite remote sensing images using Python Includes case studies that demonstrate the use of machine learning models for building footprint extraction and photogrammetric methods for height assessment Highlights the potential of machine learning and geospatial technology for future project developments This book will be of interest to professionals, researchers, and graduate students in geoscience and earth observation, machine learning and data science, civil engineers, and urban planners.

Chronicles of a Global City
Chronicles of a Global City

Author: Vinay Gidwani

Publisher: U of Minnesota Press

Published: 2024-11-19

Total Pages: 299

ISBN-13: 1452972362

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Tracking Bengaluru’s dramatic urban transformation through the entanglements of finance, land frenzy, real estate volatility, and livelihood upheavals Over the past two decades, Bengaluru’s exploding real estate sector and massive infrastructure investments have led to land speculation targeting working-class neighborhoods and agricultural land for development. Chronicles of a Global City turns Bengaluru inside out to examine its “world-city” transformation that stimulated rapid urbanization and unbounded growth. Moving the spotlight away from the urban elites and “new middle class,” this book explores how people caught up in the whirlwinds of change in Bengaluru—from construction laborers, street vendors, domestic workers, and platform delivery workers to small-time property brokers, petty landlords, and local politicians—experience, struggle, aspire, invent, strive, and speculate to make a livable city for themselves. Grounded in long-term ethnographic research and activist experiences, Chronicles of a Global City vividly illuminates the multifaceted entanglements of finance capital, real estate markets, livelihood struggles, and fraying ecologies in urban and peri-urban Bengaluru. Its anchoring concept, “speculative urbanism,” provides a powerful, innovative lens for understanding the risk-laden practices of leveraging land, labor, and resources for the promise of future profit. Contributors: Hemangini Gupta, Pierre Hauser, Priyanka Krishna, Eesha Kunduri, Kaveri Medappa, Usha Rao, Shaheen Shasa, Swathi Shivanand, Vinay K. Sreenivasa.