Image Analysis and Processing – ICIAP 2019

1. Front Matter

   Pages i-xxvii

   PDF

2. Video Analysis and Understanding

   1. Front Matter

      Pages 1-1

      PDF

   2. Video-Based Convolutional Attention for Person Re-Identification

      • Marco Zamprogno, Marco Passon, Niki Martinel, Giuseppe Serra, Giuseppe Lancioni, Christian Micheloni et al.

      Pages 3-14

   3. A New Descriptor for Keypoint-Based Background Modeling

      • Danilo Avola, Marco Bernardi, Marco Cascio, Luigi Cinque, Gian Luca Foresti, Cristiano Massaroni

      Pages 15-25

   4. Emotional State Recognition with Micro-expressions and Pulse Rate Variability

      • Reda Belaiche, Rita Meziati Sabour, Cyrille Migniot, Yannick Benezeth, Dominique Ginhac, Keisuke Nakamura et al.

      Pages 26-35

   5. Deep Motion Model for Pedestrian Tracking in 360 Degrees Videos

      • Liliana Lo Presti, Marco La Cascia

      Pages 36-47

   6. Comparisons of Visual Activity Primitives for Voice Activity Detection

      • Muhammad Shahid, Cigdem Beyan, Vittorio Murino

      Pages 48-59

   7. Vehicle Trajectories from Unlabeled Data Through Iterative Plane Registration

      • Federico Becattini, Lorenzo Seidenari, Lorenzo Berlincioni, Leonardo Galteri, Alberto Del Bimbo

      Pages 60-70

   8. Particle Filtering for Tracking in 360 Degrees Videos Using Virtual PTZ Cameras

      • Vito Monteleone, Liliana Lo Presti, Marco La Cascia

      Pages 71-81

   9. Dynamic Texture Classification Using Deterministic Partially Self-avoiding Walks on Networks

      • Lucas C. Ribas, Odemir M. Bruno

      Pages 82-93

   10. Open Set Recognition for Unique Person Counting via Virtual Gates

       • Francesco Turchini, Matteo Bruni, Claudio Baecchi, Tiberio Uricchio, Alberto Del Bimbo

       Pages 94-105

   11. A Low-Cost Computer Vision System for Real-Time Tennis Analysis

       • S. Messelodi, C. M. Modena, V. Ropele, S. Marcon, M. Sgrò

       Pages 106-116

   12. Virtual Crowds: An LSTM-Based Framework for Crowd Simulation

       • Niccoló Bisagno, Nicola Garau, Andrea Montagner, Nicola Conci

       Pages 117-127

   13. Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli

       • Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti

       Pages 128-138

3. Pattern Recognition and Machine Learning

   1. Front Matter

      Pages 139-139

      PDF

   2. Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier

      • Mauricio Orozco-Alzate, Sisto Baldo, Manuele Bicego

      Pages 141-151

   3. A Novel Anomaly Score for Isolation Forests

      • Antonella Mensi, Manuele Bicego

      Pages 152-163

   4. Adaptive Hybrid Representation for Graph-Based Semi-supervised Classification

      • F. Dornaika, A. Bosaghzadeh

      Pages 164-174

   5. Active Two Phase Collaborative Representation Classifier for Image Categorization

      • F. Dornaika, Y. El Traboulsi, Y. Ruicheck

      Pages 175-184

   6. Gesture Recognition by Leap Motion Controller and LSTM Networks for CAD-oriented Interfaces

      • Lisa Mazzini, Annalisa Franco, Davide Maltoni

      Pages 185-195

The two-volume set LNCS 11751 and 11752 constitutes the refereed proceedings of the 20th International Conference on Image Analysis and Processing, ICIAP 2019, held in Trento, Italy, in September 2019.

The 117 papers presented were carefully reviewed and selected from 207 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: Video Analysis and Understanding; Pattern Recognition and Machine Learning; Deep Learning; Multiview Geometry and 3D Computer Vision; Image Analysis, Detection and Recognition; Multimedia; Biomedical and Assistive Technology; Digital Forensics; Image processing for Cultural Heritage.

• artificial intelligence
• classification
• data security
• descriptors
• estimation
• Human-Computer Interaction (HCI)
• image analysis
• image classification
• image quality
• image reconstruction
• image segmentation
• learning algorithms
• neural networks
• object recognition
• remote sensing
• semantics
• sensors
• signal processing
• Support Vector Machines (SVM)

• University of Trento, Povo, Italy

  Elisa Ricci, Nicu Sebe

• Mapillary Research, Graz, Austria

  Samuel Rota Bulò

• University of Amsterdam, Amsterdam, The Netherlands

  Cees Snoek

• Fondazione Bruno Kessler, Povo, Italy

  Oswald Lanz, Stefano Messelodi

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