03742nam 22007215 450 991025396750332120200701073306.0981-10-0631-810.1007/978-981-10-0631-9(CKB)3710000000602478(EBL)4427872(SSID)ssj0001653998(PQKBManifestationID)16433603(PQKBTitleCode)TC0001653998(PQKBWorkID)14982983(PQKB)11285046(DE-He213)978-981-10-0631-9(MiAaPQ)EBC4427872(PPN)192220039(EXLCZ)99371000000060247820160224d2016 u| 0engur|n|---|||||txtccrBig Visual Data Analysis Scene Classification and Geometric Labeling /by Chen Chen, Yuzhuo Ren, C.-C. Jay Kuo1st ed. 2016.Singapore :Springer Singapore :Imprint: Springer,2016.1 online resource (128 p.)SpringerBriefs in Signal Processing,2196-4076Description based upon print version of record.981-10-0629-6 Includes bibliographical references.Introduction -- Scene Understanding Datasets -- Indoor/Outdoor classification with Multiple Experts -- Outdoor Scene Classification Using Labeled Segments -- Global-Attributes Assisted Outdoor Scene Geometric Labeling -- Conclusion and Future Work.This book offers an overview of traditional big visual data analysis approaches and provides state-of-the-art solutions for several scene comprehension problems, indoor/outdoor classification, outdoor scene classification, and outdoor scene layout estimation. It is illustrated with numerous natural and synthetic color images, and extensive statistical analysis is provided to help readers visualize big visual data distribution and the associated problems. Although there has been some research on big visual data analysis, little work has been published on big image data distribution analysis using the modern statistical approach described in this book. By presenting a complete methodology on big visual data analysis with three illustrative scene comprehension problems, it provides a generic framework that can be applied to other big visual data analysis tasks.SpringerBriefs in Signal Processing,2196-4076Signal processingImage processingSpeech processing systemsOptical data processingMathematicsVisualizationSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Visualizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M14034Signal processing.Image processing.Speech processing systems.Optical data processing.Mathematics.Visualization.Signal, Image and Speech Processing.Image Processing and Computer Vision.Visualization.620Chen Chenauthttp://id.loc.gov/vocabulary/relators/aut761219Ren Yuzhuoauthttp://id.loc.gov/vocabulary/relators/autKuo C.-C. Jayauthttp://id.loc.gov/vocabulary/relators/autBOOK9910253967503321Big Visual Data Analysis2545039UNINA