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This arrangement of chapters helps readers understand the methods of co-location pattern mining step-by-step and their applications in pavement management, image classification, geospatial buffer analysis, etc.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":50698077339921,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ GARDNERS","offer_id":50698079535377,"sku":"NGR9780367654269","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52456405631249,"sku":"NLS9780367654269","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53034932601105,"sku":"NIN9780367654269","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0367654261.jpg?v=1751228361"},{"product_id":"data-mining-for-co-location-patterns-book-guoqing-zhou-9780367688660","title":"Data Mining for Co-location Patterns","description":"Co-location pattern mining detects sets of features frequently located in close proximity to each other. 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Urban remote sensing techniques provide critical physical input and intelligence for preparing base maps, formulating planning proposals, and monitoring implementations. Likewise these methodologies help with understanding the biophysical properties, patterns, and process of urban landscapes, as well as mapping and monitoring urban land cover and spatial extent.   Advanced sensor technologies and image processing methodologies such as deep learning, data mining, etc., facilitate the wide applications of remote sensing technology in urban areas. This book presents advanced image processing methods and algorithms focused on three very important roots of urban remote sensing: 3D urban modelling using different remotely sensed data, urban orthophotomap generation, and urban feature extraction, which are also today’s real challenges in high resolution remote sensing. Data generated by remote sensing, with its repetitive and synoptic viewing and multispectral capabilities, constitutes a powerful tool for mapping and monitoring emerging changes in the city's urban core, as well as in peripheral areas.   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This book explains the methods, mathematical models, and key technologies used for these systems. It introduces the background, basic concepts, and the architecture of on-board image processing, along with on-board detection of the image feature and matching, ground control point identification, on-board geometric correction, calibration, geographic registration, etc.  • Describes algorithms and methodologies for on-board image processing with FPGA chips.  • Migrates the traditional on-ground computing to on-board operation and the image processing is implemented on-board, not on-ground.  • Introduces for the first time many key technologies and methods for on-board image processing.  • Emphasizes the recent progress in image processing by using on-board FPGA chips.  • Includes case studies from the author’s extensive research and experience on the topic.  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