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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.

Applied Physics --- Electrical Engineering --- Telecommunications --- Engineering & Applied Sciences --- Electrical & Computer Engineering --- Computer vision. --- Geometry. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Mathematics --- Euclid's Elements --- Visualization. --- Signal, Image and Speech Processing. --- Image Processing and Computer Vision. --- Visualisation --- Imagination --- Visual perception --- Imagery (Psychology) --- Signal processing. --- Image processing. --- Speech processing systems. --- Optical data processing. --- Mathematics. --- Math --- Science --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Optical equipment

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This book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed. There have been only a few surveys on interactive segmentation techniques, and those surveys do not cover recent state-of-the art techniques. By providing comprehensive up-to-date survey on the fast developing topic and the performance evaluation, this book can help readers learn interactive segmentation techniques quickly and thoroughly.

Computer vision. --- Image processing --- Digital techniques. --- Digital image processing --- Machine vision --- Vision, Computer --- Engineering. --- User interfaces (Computer systems). --- Image processing. --- Signal, Image and Speech Processing. --- Image Processing and Computer Vision. --- User Interfaces and Human Computer Interaction. --- Digital electronics --- Artificial intelligence --- Pattern recognition systems --- Computer science. --- Informatics --- Science --- Signal processing. --- Speech processing systems. --- Optical data processing. --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Optical equipment --- Image analysis.

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Stress --- Drought resistance --- Temperature resistance --- Vegetable crops --- Adaptation --- Crops --- Plants, Effect of heat on --- 58.032 --- 58.036 --- 632.111 --- 632.123 --- 632.123 Humidity. Soil moisture. Floods. Waterlogging --- Humidity. Soil moisture. Floods. Waterlogging --- 632.111 Extremes of temperature. Cold. Heat --- Extremes of temperature. Cold. Heat --- 58.036 Heat. Temperature. Energetics in the strict sense --- Heat. Temperature. Energetics in the strict sense --- 58.032 Water. Humidity. Aridity --- Water. Humidity. Aridity --- Heat --- Plants --- Agricultural crops --- Crop plants --- Farm crops --- Industrial crops --- Farm produce --- Plants, Cultivated --- Agronomy --- Crop science --- Plant products --- Effect of stress on --- Physiological effect --- Effect of temperature on --- Conferences - Meetings --- Resistance a la submersion

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This book constitutes the proceedings of the 8th International Conference on Network and System Security, NSS 2014, held in Xi'an, China, in October 2014. The 35 revised full papers and 12 revised short papers presented were carefully reviewed and selected from 155 initial submissions. The papers are organized in topical sections on cloud computing, access control, network security, security analysis, public key cryptography, system security, privacy-preserving systems and biometrics, and key management and distribution.

Applied marketing --- Computer science --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- DES (data encryption standard) --- e-business --- cloud computing --- computers --- informatica --- informatiesystemen --- biometrie --- e-commerce --- computerbeveiliging --- informatica management --- computernetwerken --- computerkunde

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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.

Mathematics --- Applied physical engineering --- Computer architecture. Operating systems --- Computer. Automation --- DIP (documentimage processing) --- beeldverwerking --- visualisatie --- big data --- wiskunde --- gegevensanalyse --- ingenieurswetenschappen --- signaalverwerking