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Intelligent interactive multimedia systems and services 2017

This book constitutes the refereed proceedings of the Tenth International KES Conference on Intelligent Interactive Multimedia Systems and Services: IIMSS-17. It includes 57 full papers organized into topical sections, ranging from visual data processing to big data analytics, and from multimedia to...

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Bibliographic Details
Corporate Authors: KES International. Conference on Intelligent Interactive Multimedia Systems and Services, SpringerLink (Online service)
Other Authors: De Pietro, Giuseppe, 1962-, Gallo, Luigi., Howlett, Robert J., 1954-, Jain, L. C.
Format: Online Book
Language:English
Published: Cham : Springer, c2018.
Series:Smart innovation, systems, and technologies ; 76.
Subjects:
Online Access:Online version
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Table of Contents:
  • Preface; Organization; Honorary Chairs; Co-General Chairs; Executive Chair; Programme Chair; Publicity Chair; Invited Session Chairs ; Processing Visual Data in Intelligent Systems: Methods and Applications; Cognitive Systems and Robotics; Big Data Management and Metadata; Intelligent Big Data Analytics: Models, Techniques, Algorithms; Autonomous System; Mobile Data Analytics; Smart Environments and Information Systems; Innovative Information Services for Advanced Knowledge Activity; International Programme Committee; Contents
  • Hand-Designed Local Image Descriptors vs. Off-the-Shelf CNN-Based Features for Texture Classification: An Experimental Comparison1 Introduction; 2 Related Research; 3 Materials; 3.1 Datasets; 4 Methods; 4.1 Hand-Designed Local Image Descriptors; 4.2 CNN-Based Features; 5 Experiments and Results; 6 Conclusions; 7 Limitations and Future Work; References; Images Selection and Best Descriptor Combination for Multi-shot Person Re-identification; 1 Introduction; 2 Related Work; 2.1 Descriptors; 2.2 Sample Selection; 3 Proposed Approach; 3.1 Features Extraction; 3.2 Key Frame Selection; 3.3 Matching
  • 4 Evaluation4.1 Datasets; 4.2 Test Design; 4.3 Results Discussion; 5 Conclusion; References; Dimensionality Reduction Strategies for CNN-Based Classification of Histopathological Images; 1 Introduction; 2 Materials; 3 Methods; 3.1 Image Descriptors; 3.2 Strategies for Dimensionality Reduction; 4 Experiments and Results; 5 Conclusions; References; Optimizing Multiresolution Segmentation for Extracting Plastic Greenhouses from WorldView-3 Imagery; Abstract; 1 Introduction; 2 Study Site and Datasets; 2.1 Study Site; 2.2 WorldView-3 Data; 2.3 Reference Greenhouses; 3 Methodology
  • 3.1 Image Segmentation3.2 Segmentation Assessment; 4 Results and Discussion; 5 Conclusions; Acknowledgments; References; A New Threshold Relative Radiometric Correction Algorithm (TRRCA) of Multiband Satellite Data; 1 Introduction; 2 Study Area and Data; 3 Method; 4 Results and Discussion; 5 Conclusions; References; Greenhouse Detection Using Aerial Orthophoto and Digital Surface Model; Abstract; 1 Introduction; 2 Study Area and Used Data; 3 Methodology; 4 Experimental Results; 5 Conclusions; Acknowledgements; References; Comparison of Mesh Simplification Tools in a 3D Watermarking Framework
  • Abstract1 Introduction; 2 Multiresolution 3D Watermarking; 3 Mesh Simplification Approaches; 4 Test-Bed; 4.1 The Software Packages; 4.2 Experimental Results; 5 Conclusion and Future Works; References; A Smart-CA Architecture for Opencast Matterhorn; 1 Introduction; 2 Background; 3 A New Smart-CA Based Architecture for Opencast; 3.1 Inside a Smart Capture Agent; 3.2 Smart Capture Agent's Functionalities; 4 Advantages of the Smart Capture Agent Architecture; 4.1 Better Scalability; 4.2 Lower Complexity; 4.3 Lower Acquisition and Operating Costs; 5 Conclusions; References