Image Analysis and Processing - ICIAP 2017 : 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part I

Front Matter ....Pages I-XXVII
Front Matter ....Pages 1-1
 A Rank Aggregation Framework for Video Interestingness Prediction  (Jurandy Almeida, Lucas P. Valem, Daniel C. G. Pedronette)....Pages 3-14
 Graph-Based Hierarchical Video Cosegmentation  (Franciele Rodrigues, Pedro Leal, Yukiko Kenmochi, Jean Cousty, Laurent Najman, Silvio Guimarães et al.)....Pages 15-26
 Interest Region Based Motion Magnification  (Manisha Verma, Shanmuganathan Raman)....Pages 27-39
 Investigating the Use of Space-Time Primitives to Understand Human Movements  (Damiano Malafronte, Gaurvi Goyal, Alessia Vignolo, Francesca Odone, Nicoletta Noceti)....Pages 40-50
 Organizing Videos Streams for Clustering and Estimation of Popular Scenes  (Sebastiano Battiato, Giovanni M. Farinella, Filippo L. M. Milotta, Alessandro Ortis, Filippo Stanco, Valeria D’Amico et al.)....Pages 51-61
 360° Tracking Using a Virtual PTZ Camera  (Luca Greco, Marco La Cascia)....Pages 62-72
 Benchmarking Two Algorithms for People Detection from Top-View Depth Cameras  (Vincenzo Carletti, Luca Del Pizzo, Gennaro Percannella, Mario Vento)....Pages 73-83
 Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms  (Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli)....Pages 84-95
 How Far Can You Get by Combining Change Detection Algorithms?  (Simone Bianco, Gianluigi Ciocca, Raimondo Schettini)....Pages 96-107
 Robust Tracking of Walking Persons by Elite-Type Particle Filters and RGB-D Images  (Akari Oshima, Shun’ichi Kaneko, Masaya Itoh)....Pages 108-118
 Video Saliency Detection Based on Boolean Map Theory  (Rahma Kalboussi, Mehrez Abdellaoui, Ali Douik)....Pages 119-128
 A System for Autonomous Landing of a UAV on a Moving Vehicle  (Sebastiano Battiato, Luciano Cantelli, Fabio D’Urso, Giovanni Maria Farinella, Luca Guarnera, Dario Guastella et al.)....Pages 129-139
 One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network  (Vedran Vukotić, Silvia-Laura Pintea, Christian Raymond, Guillaume Gravier, Jan C. van Gemert)....Pages 140-151
 Joint Orientations from Skeleton Data for Human Activity Recognition  (Annalisa Franco, Antonio Magnani, Dario Maio)....Pages 152-162
 A Tensor Framework for Data Stream Clustering and Compression  (Bogusław Cyganek, Michał Woźniak)....Pages 163-173
 Convex Polytope Ensembles for Spatio-Temporal Anomaly Detection  (Francesco Turchini, Lorenzo Seidenari, Alberto Del Bimbo)....Pages 174-184
 Human Action Classification Using an Extended BoW Formalism  (Raquel Almeida, Benjamin Bustos, Zenilton Kleber G. do Patrocínio Jr., Silvio Jamil F. Guimarães)....Pages 185-196
 Virtual EMG via Facial Video Analysis  (Giuseppe Boccignone, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti, Raffaella Migliaccio)....Pages 197-207
Front Matter ....Pages 209-209
 A Compact Kernel Approximation for 3D Action Recognition  (Jacopo Cavazza, Pietro Morerio, Vittorio Murino)....Pages 211-222
 A Machine Learning Approach for the Online Separation of Handwriting from Freehand Drawing  (Danilo Avola, Marco Bernardi, Luigi Cinque, Gian Luca Foresti, Marco Raoul Marini, Cristiano Massaroni)....Pages 223-232
 Learning to Map Vehicles into Bird’s Eye View  (Andrea Palazzi, Guido Borghi, Davide Abati, Simone Calderara, Rita Cucchiara)....Pages 233-243
 Linear Regularized Compression of Deep Convolutional Neural Networks  (Claudio Ceruti, Paola Campadelli, Elena Casiraghi)....Pages 244-253
 Network Edge Entropy from Maxwell-Boltzmann Statistics  (Jianjia Wang, Richard C. Wilson, Edwin R. Hancock)....Pages 254-264
 Learning from Enhanced Contextual Similarity in Brain Imaging Data for Classification of Schizophrenia  (Tewodros Mulugeta Dagnew, Letizia Squarcina, Massimo W. Rivolta, Paolo Brambilla, Roberto Sassi)....Pages 265-275
 3D Object Detection Method Using LiDAR Information in Multiple Frames  (Jung-Un Kim, Jihong Min, Hang-Bong Kang)....Pages 276-286
 Colorizing Infrared Images Through a Triplet Conditional DCGAN Architecture  (Patricia L. Suárez, Angel D. Sappa, Boris X. Vintimilla)....Pages 287-297
 Complexity and Accuracy of Hand-Crafted Detection Methods Compared to Convolutional Neural Networks  (Valeria Tomaselli, Emanuele Plebani, Mauro Strano, Danilo Pau)....Pages 298-308
 Emotion Recognition Based on Occluded Facial Expressions  (Jadisha Yarif Ramírez Cornejo, Helio Pedrini)....Pages 309-319
 Exploiting Context Information for Image Description  (Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli)....Pages 320-331
 Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual Classification  (Francesca Murabito, Simone Palazzo, Concetto Spampinato, Daniela Giordano)....Pages 332-344
 Histological Image Analysis by Invariant Descriptors  (Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu)....Pages 345-356
 Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation  (Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò)....Pages 357-369
 Multi-stage Neural Networks with Single-Sided Classifiers for False Positive Reduction and Its Evaluation Using Lung X-Ray CT Images  (Masaharu Sakamoto, Hiroki Nakano, Kun Zhao, Taro Sekiyama)....Pages 370-379
 On the Importance of Domain Adaptation in Texture Classification  (Barbara Caputo, Claudio Cusano, Martina Lanzi, Paolo Napoletano, Raimondo Schettini)....Pages 380-390
 Rotation Invariant Co-occurrence Matrix Features  (Lorenzo Putzu, Cecilia Di Ruberto)....Pages 391-401
 Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks  (Marina Paolanti, Carolin Kaiser, René Schallner, Emanuele Frontoni, Primo Zingaretti)....Pages 402-413
 Deep Multibranch Neural Network for Painting Categorization  (Simone Bianco, Davide Mazzini, Raimondo Schettini)....Pages 414-423
 Weighty LBP: A New Selection Strategy of LBP Codes Depending on Their Information Content  (Maria De Marsico, Daniel Riccio)....Pages 424-434
 Indoor Actions Classification Through Long Short Term Memory Neural Networks  (Emanuele Cipolla, Ignazio Infantino, Umberto Maniscalco, Giovanni Pilato, Filippo Vella)....Pages 435-444
 Feature Clustering with Fading Affect Bias: Building Visual Vocabularies on the Fly  (Ziyin Wang, Gavriil Tsechpenakis)....Pages 445-456
 HoP: Histogram of Patterns for Human Action Representation  (Vito Monteleone, Liliana Lo Presti, Marco La Cascia)....Pages 457-468
 Revisiting Human Action Recognition: Personalization vs. Generalization  (Andrea Zunino, Jacopo Cavazza, Vittorio Murino)....Pages 469-480
Front Matter ....Pages 481-481
 Efficient Confidence Measures for Embedded Stereo  (Matteo Poggi, Fabio Tosi, Stefano Mattoccia)....Pages 483-494
 3D Reconstruction from Specialized Wide Field of View Camera System Using Unified Spherical Model  (Ahmad Zawawi Jamaluddin, Cansen Jiang, Olivier Morel, Ralph Seulin, David Fofi)....Pages 495-506
 A Matrix Decomposition Perspective on Calibrated Photometric Stereo  (Luca Magri, Roberto Toldo, Umberto Castellani, Andrea Fusiello)....Pages 507-517
 Dynamic 3D Scene Reconstruction and Enhancement  (Cansen Jiang, Yohan Fougerolle, David Fofi, Cédric Demonceaux)....Pages 518-529
 Feature Points Densification and Refinement  (Andrey Bushnevskiy, Lorenzo Sorgi, Bodo Rosenhahn)....Pages 530-538
 Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications  (Elia Frigieri, Guido Borghi, Roberto Vezzani, Rita Cucchiara)....Pages 539-549
 Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices  (Mohamed Daoudi, Stefano Berretti, Pietro Pala, Yvonne Delevoye, Alberto Del Bimbo)....Pages 550-560
 Lifting 2D Object Detections to 3D: A Geometric Approach in Multiple Views  (Cosimo Rubino, Andrea Fusiello, Alessio Del Bue)....Pages 561-572
Front Matter ....Pages 573-573
 A Computer Vision System for the Automatic Inventory of a Cooler  (Marco Fiorucci, Marco Fratton, Tinsae G. Dulecha, Marcello Pelillo, Alberto Pravato, Alessandro Roncato)....Pages 575-585
 A Convexity Measure for Gray-Scale Images Based on hv-Convexity  (Péter Bodnár, Péter Balázs, László G. Nyúl)....Pages 586-594
 A Hough Voting Strategy for Registering Historical Aerial Images to Present-Day Satellite Imagery  (Sebastian Zambanini, Robert Sablatnig)....Pages 595-605
 Automatic Detection of Subretinal Fluid and Cyst in Retinal Images  (Melinda Katona, Attila Kovács, Rózsa Dégi, László G. Nyúl)....Pages 606-616
 Computer Aided Diagnosis of Pleural Effusion in Tuberculosis Chest Radiographs  (Utkarsh Sharma, Brejesh Lall)....Pages 617-625
 Design of a Classification Strategy for Light Microscopy Images of the Human Liver  (Luigi Cinque, Alberto De Santis, Paolo Di Giamberardino, Daniela Iacoviello, Giuseppe Placidi, Simona Pompili et al.)....Pages 626-636
 Improving Face Recognition in Low Quality Video Sequences: Single Frame vs Multi-frame Super-Resolution  (Andrea Apicella, Francesco Isgrò, Daniel Riccio)....Pages 637-647
 Learning to Weight Color and Depth for RGB-D Visual Search  (Alioscia Petrelli, Luigi Di Stefano)....Pages 648-659
 Mine Detection Based on Adaboost and Polynomial Image Decomposition  (Redouane El Moubtahij, Djamal Merad, Jean-Luc Damoisaux, Pierre Drap)....Pages 660-670
 Perceptual-Based Color Quantization  (Vittoria Bruni, Giuliana Ramella, Domenico Vitulano)....Pages 671-681
 Product Recognition in Store Shelves as a Sub-Graph Isomorphism Problem  (Alessio Tonioni, Luigi Di Stefano)....Pages 682-693
 Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs  (Danilo Avola, Gian Luca Foresti, Niki Martinel, Christian Micheloni, Daniele Pannone, Claudio Piciarelli)....Pages 694-705
 Automatic Multi-seed Detection for MR Breast Image Segmentation  (Albert Comelli, Alessandro Bruno, Maria Laura Di Vittorio, Federica Ienzi, Roberto Lagalla, Salvatore Vitabile et al.)....Pages 706-717
 Efficient Image Segmentation in Graphs with Localized Curvilinear Features  (Hans H. C. Bejar, Fábio A. M. Cappabianco, Paulo A. V. Miranda)....Pages 718-728
 Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features  (Federico Bolelli, Guido Borghi, Costantino Grana)....Pages 729-738
 Incremental Support Vector Machine for Self-updating Fingerprint Presentation Attack Detection Systems  (Pierluigi Tuveri, Mikel Zurutuza, Gian Luca Marcialis)....Pages 739-749
 Tampering Detection and Localization in Images from Social Networks: A CBIR Approach  (Cedric Maigrot, Ewa Kijak, Ronan Sicre, Vincent Claveau)....Pages 750-761
Back Matter ....Pages 763-767