Image analysis and processing -- ICIAP 2017. 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings /: 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings. Part I : (2017)

• Record Type: Book
• Other Titles: ICIAP 2017
• Further Information: Note: Sebastiano Battiato, Giovanni Gallo, Raimondo Schettini, Filippo Stanco (eds.).
• Editors: Battiato, Sebastiano; Gallo, Giovanni, 1962-; Schettini, Raimondo; Stanco, Filippo
• Other Names: International Conference on Image Analysis and Processing, 19th
• Contents: Intro; Preface; Organization; Contents -- Part I; Contents -- Part II; Video Analysis and Understanding; A Rank Aggregation Framework for Video Interestingness Prediction; 1 Introduction; 2 Related Work; 3 Feature Extraction; 3.1 Histogram of Motion Patterns; 3.2 Mel-Frequency Cepstral Coefficients; 4 Ranking Models; 5 Rank Aggregation Framework; 5.1 Borda Method; 5.2 Reciprocal Rank Fusion; 5.3 Multiplicative Rank Aggregation; 6 Experiments and Results; 7 Conclusions; References; Graph-Based Hierarchical Video Cosegmentation; 1 Introduction; 2 Graph-Based Hierarchical Clustering 3 Proposed Method4 Experiments; 5 Conclusion; References; Interest Region Based Motion Magnification; 1 Introduction; 2 Related Work; 3 Interest Region Based Motion Magnification; 3.1 Object Segmentation; 3.2 Scribble Drawing and Alpha Matting; 3.3 Video Magnification; 3.4 Pipeline; 4 Experiments and Discussion; 5 Conclusion; References; Investigating the Use of Space-Time Primitives to Understand Human Movements; 1 Introduction; 2 Shearlet Theory: An Overview; 3 Building Dictionaries of Space-Time Primitives; 4 Experimental Analysis; 4.1 Dataset and Experimental Protocol 4.2 Preliminary Investigation5 Discussion; References; Organizing Videos Streams for Clustering and Estimation of Popular Scenes; 1 Introduction; 2 Related Works; 3 RECfusion System Overview; 3.1 Intraflow Analysis; 3.2 Interflow Analysis; 3.3 Cluster Tracking; 4 Datasets; 5 Experimental Settings and Results; 6 Conclusion and Future Works; References; 360° Tracking Using a Virtual PTZ Camera; 1 Introduction; 2 Related Works; 2.1 360 Image Representation; 2.2 PTZ Tracking; 3 360 Camera Model; 3.1 Equirectangular Projection; 3.2 Equirectangular to Virtual Camera Plane Projection 4 Tracking Model4.1 Tracking Algorithm; 5 Results; 6 Conclusions; References; Benchmarking Two Algorithms for People Detection from Top-View Depth Cameras; 1 Introduction; 2 Methods Considered for the Benchmarking; 2.1 WATERFILLING; 2.2 HOG-SVM; 3 The Adopted Dataset; 4 Experimental Analysis; 4.1 Performance Indices; 4.2 Training Procedure; 4.3 Analysis of the Experimental Results; 5 Conclusions and Future Work; References; Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms; 1 Introduction; 2 Related Work 2.1 Vision-Based Gesture Recognition Approaches2.2 Gesture Recognition: The Declarative Modelling Approach; 3 Combining the Two Approaches with DEICTIC; 4 Experiments and Preliminary Results; 5 Conclusions; References; How Far Can You Get by Combining Change Detection Algorithms?; 1 Introduction; 2 The Proposed Approach; 3 Experimental Setup; 4 Results; 5 Computational Time; 6 Conclusion; References; Robust Tracking of Walking Persons by Elite-Type Particle Filters and RGB-D Images; 1 Introduction; 2 Elite-Type Particle Filter; 2.1 Overall Structure of Tracking Algorithm
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xxvii, 767 pages), illustrations
• Subjects: 006.6; Computer science; Image processing -- Digital techniques -- Congresses; Image analysis -- Congresses; Image analysis; Image processing -- Digital techniques; Computer Science; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Pattern Recognition; User Interfaces and Human Computer Interaction; Data Mining and Knowledge Discovery; Computer Communication Networks; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Vision & Pattern Recognition; Computers -- User Interfaces; Computers -- Database Management -- Data Mining; Computers -- Hardware -- Network Hardware; Artificial intelligence; Pattern recognition; User interface design & usability; Data mining; Network hardware; Computer vision; Artificial intelligence; Optical pattern recognition; Data mining; Computer Communication Networks; Computers -- Computer Graphics; Image processing; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319685601; 3319685600
• Related ISBNs: 9783319685595; 3319685597
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 23, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.