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

Front Matter ....Pages I-XXVIII
Front Matter ....Pages 1-1
 3D Face Recognition in Continuous Spaces  (Francisco José Silva Mata, Elaine Grenot Castellanos, Alfredo Muñoz-Briseño, Isneri Talavera-Bustamante, Stefano Berretti)....Pages 3-13
 Object Detection for Crime Scene Evidence Analysis Using Deep Learning  (Surajit Saikia, E. Fidalgo, Enrique Alegre, Laura Fernández-Robles)....Pages 14-24
 Person Re-Identification Using Partial Least Squares Appearance Modelling  (Gregory Watson, Abhir Bhalerao)....Pages 25-36
 Gender and Expression Analysis Based on Semantic Face Segmentation  (Khalil Khan, Massimo Mauro, Pierangelo Migliorati, Riccardo Leonardi)....Pages 37-47
 Two More Strategies to Speed Up Connected Components Labeling Algorithms  (Federico Bolelli, Michele Cancilla, Costantino Grana)....Pages 48-58
 Embedded Real-Time Visual Search with Visual Distance Estimation  (Marco Paracchini, Emanuele Plebani, Mehdi Ben Iche, Danilo Pietro Pau, Marco Marcon)....Pages 59-69
 Synchronization in the Symmetric Inverse Semigroup  (Federica Arrigoni, Eleonora Maset, Andrea Fusiello)....Pages 70-81
 A Fully Convolutional Network for Salient Object Detection  (Simone Bianco, Marco Buzzelli, Raimondo Schettini)....Pages 82-92
 A Lightweight Mamdani Fuzzy Controller for Noise Removal on Iris Images  (Andrea Francesco Abate, Silvio Barra, Gianni Fenu, Michele Nappi, Fabio Narducci)....Pages 93-103
 Analysis of the Discriminative Generalized Hough Transform for Pedestrian Detection  (Eric Gabriel, Hauke Schramm, Carsten Meyer)....Pages 104-115
 Bubble Shape Identification and Calculation in Gas-Liquid Slug Flow Using Semi-automatic Image Segmentation  (Mauren Louise Sguario C. Andrade, Lucia Valeria Ramos de Arruda, Eduardo Nunes dos Santos, Daniel Rodrigues Pipa)....Pages 116-126
 Deep Face Model Compression Using Entropy-Based Filter Selection  (Bingbing Han, Zhihong Zhang, Chuanyu Xu, Beizhan Wang, Guosheng Hu, Lu Bai et al.)....Pages 127-136
 Deep Passenger State Monitoring Using Viewpoint Warping  (Ian Tu, Abhir Bhalerao, Nathan Griffiths, Mauricio Delgado, Thomas Popham, Alex Mouzakitis)....Pages 137-148
 Demographic Classification Using Skin RGB Albedo Image Analysis  (Wei Chen, Miguel Viana, Mohsen Ardabilian, Abdel-Malek Zine)....Pages 149-159
 Discriminative Dictionary Design for Action Classification in Still Images  (Abhinaba Roy, Biplab Banerjee, Vittorio Murino)....Pages 160-170
 Enhanced Bags of Visual Words Representation Using Spatial Information  (Lotfi Abdi, Rahma Kalboussi, Aref Meddeb)....Pages 171-179
 Exploiting Spatial Context in Nonlinear Mapping of Hyperspectral Image Data  (Evgeny Myasnikov)....Pages 180-190
 Exploiting Visual Saliency Algorithms for Object-Based Attention: A New Color and Scale-Based Approach  (Edoardo Ardizzone, Alessandro Bruno, Francesco Gugliuzza)....Pages 191-201
 Face Recognition with Single Training Sample per Subject  (Taher Khadhraoui, Hamid Amiri)....Pages 202-212
 Food Recognition Using Fusion of Classifiers Based on CNNs  (Eduardo Aguilar, Marc Bolaños, Petia Radeva)....Pages 213-224
 MR Brain Tissue Segmentation Based on Clustering Techniques and Neural Network  (Hayat Al-Dmour, Ahmed Al-Ani)....Pages 225-233
 Multi-branch CNN for Multi-scale Age Estimation  (Marco Del Coco, Pierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante)....Pages 234-244
 No-Reference Learning-Based and Human Visual-Based Image Quality Assessment Metric  (Christophe Charrier, Abdelhakim Saadane, Christine Fernandez-Maloigne)....Pages 245-257
 Performance Evaluation of Multiscale Covariance Descriptor in Underwater Object Detection  (Farah Rekik, Walid Ayedi, Mohamed Jallouli)....Pages 258-266
 Retinal Vessel Segmentation Through Denoising and Mathematical Morphology  (Benedetta Savelli, Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella)....Pages 267-276
 Segmentation of Green Areas Using Bivariate Histograms Based in Hue-Saturation Type Color Spaces  (Gilberto Alvarado-Robles, Ivan R. Terol-Villalobos, Marco A. Garduño-Ramon, Luis A. Morales-Hernandez)....Pages 277-287
 Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets  (Alessandro Bria, Claudio Marrocco, Adrian Galdran, Aurélio Campilho, Agnese Marchesi, Jan-Jurre Mordang et al.)....Pages 288-298
 Towards Automatic Skin Tone Classification in Facial Images  (Diana Borza, Sergiu Cosmin Nistor, Adrian Sergiu Darabant)....Pages 299-309
 Towards Detecting High-Uptake Lesions from Lung CT Scans Using Deep Learning  (Krzysztof Pawełczyk, Michal Kawulok, Jakub Nalepa, Michael P. Hayball, Sarah J. McQuaid, Vineet Prakash et al.)....Pages 310-320
 Semi-automatic Training of a Vehicle Make and Model Recognition System  (M. H. Zwemer, G. M. Y. E. Brouwers, R. G. J. Wijnhoven, P. H. N. de With)....Pages 321-332
 A Computer Vision System for Monitoring Ice-Cream Freezers  (Alessandro Torcinovich, Marco Fratton, Marcello Pelillo, Alberto Pravato, Alessandro Roncato)....Pages 333-342
 A Proposal of Objective Evaluation Measures Based on Eye-Contact and Face to Face Conversation for Videophone  (Keiko Masuda, Ryuhei Hishiki, Seiichiro Hangai)....Pages 343-350
Front Matter ....Pages 351-351
 Wink Detection on the Eye Image as a Control Tool in Multimodal Interaction  (Piotr Kowalczyk, Dariusz Sawicki)....Pages 353-362
 Adaptive Low Cost Algorithm for Video Stabilization  (Giuseppe Spampinato, Arcangelo Bruna, Filippo Naccari, Valeria Tomaselli)....Pages 363-372
 Remote Biometric Verification for eLearning Applications: Where We Are  (Pietro S. Sanna, Gian Luca Marcialis)....Pages 373-383
 Towards Video Captioning with Naming: A Novel Dataset and a Multi-modal Approach  (Stefano Pini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara)....Pages 384-395
Front Matter ....Pages 397-397
 Bio-Inspired Feed-Forward System for Skin Lesion Analysis, Screening and Follow-Up  (Francesco Rundo, Sabrina Conoci, Giuseppe L. Banna, Filippo Stanco, Sebastiano Battiato)....Pages 399-409
 On the Estimation of Children’s Poses  (Giuseppa Sciortino, Giovanni Maria Farinella, Sebastiano Battiato, Marco Leo, Cosimo Distante)....Pages 410-421
 Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-Based Approach  (Gabriela Samagaio, Joaquim de Moura, Jorge Novo, Marcos Ortega)....Pages 422-432
 Smartphone Based Pupillometry: An Empirical Evaluation of Accuracy and Safety  (Davide Maria Calandra, Sergio Di Martino, Daniel Riccio, Antonio Visconti)....Pages 433-443
 Pixel Classification Methods to Detect Skin Lesions on Dermoscopic Medical Images  (Fabrizio Balducci, Costantino Grana)....Pages 444-455
 Feature Definition and Selection for Epiretinal Membrane Characterization in Optical Coherence Tomography Images  (Sergio Baamonde, Joaquim de Moura, Jorge Novo, José Rouco, Marcos Ortega)....Pages 456-466
 Fully-Automated CNN-Based Computer Aided Celiac Disease Diagnosis  (Michael Gadermayr, Georg Wimmer, Andreas Uhl, Hubert Kogler, Andreas Vécsei, Dorit Merhof)....Pages 467-478
 An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI  (Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone)....Pages 479-489
 A Smartphone-Based System for Detecting Falls Using Anomaly Detection  (Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento)....Pages 490-499
 CNN-Based Identification of Hyperspectral Bacterial Signatures for Digital Microbiology  (Giovanni Turra, Simone Arrigoni, Alberto Signoroni)....Pages 500-510
 Description of Breast Morphology Through Bag of Normals Representation  (Dario Allegra, Filippo L. M. Milotta, Diego Sinitò, Filippo Stanco, Giovanni Gallo, Wafa Taher et al.)....Pages 511-521
 Measuring Refractive Properties of Human Vision by Showing 4D Light Fields  (Megumi Hori, Fumihiko Sakaue, Jun Sato, Roberto Cipolla)....Pages 522-533
 Crossing the Road Without Traffic Lights: An Android-Based Safety Device  (Adi Perry, Dor Verbin, Nahum Kiryati)....Pages 534-544
Front Matter ....Pages 545-545
 A Novel Statistical Detector for Contourlet Domain Image Watermarking Using 2D-GARCH Model  (Maryam Amirmazlaghani)....Pages 547-557
 H-264/RTSP Multicast Stream Integrity  (Giuseppe Cattaneo, Andrea Bruno, Fabio Petagna)....Pages 558-568
 PRNU-Based Forgery Localization in a Blind Scenario  (Davide Cozzolino, Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva)....Pages 569-579
 Recognizing Context for Privacy Preserving of First Person Vision Image Sequences  (Sebastiano Battiato, Giovanni Maria Farinella, Christian Napoli, Gabriele Nicotra, Salvatore Riccobene)....Pages 580-590
 GRAPHJ: A Forensics Tool for Handwriting Analysis  (Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga et al.)....Pages 591-601
 Identity Documents Classification as an Image Classification Problem  (Ronan Sicre, Ahmad Montaser Awal, Teddy Furon)....Pages 602-613
 Using LDP-TOP in Video-Based Spoofing Detection  (Quoc-Tin Phan, Duc-Tien Dang-Nguyen, Giulia Boato, Francesco G. B. De Natale)....Pages 614-624
 A Classification Engine for Image Ballistics of Social Data  (Oliver Giudice, Antonino Paratore, Marco Moltisanti, Sebastiano Battiato)....Pages 625-636
 Join Cryptography and Digital Watermarking for 3D Multiresolution Meshes Security  (Ikbel Sayahi, Akram Elkefi, Chokri Ben Amar)....Pages 637-647
 Kinect-Based Gait Analysis for People Recognition Over Time  (Elena Gianaria, Marco Grangetto, Nello Balossino)....Pages 648-658
Front Matter ....Pages 659-659
 ARCA (Automatic Recognition of Color for Archaeology): A Desktop Application for Munsell Estimation  (Filippo L. M. Milotta, Filippo Stanco, Davide Tanasi)....Pages 661-671
 Two-Stage Recognition for Oracle Bone Inscriptions  (Lin Meng)....Pages 672-682
Front Matter ....Pages 683-683
 Real Time Indoor 3D Pipeline for an Advanced Sensory Substitution Device  (Anca Morar, Florica Moldoveanu, Lucian Petrescu, Alin Moldoveanu)....Pages 685-695
 Contactless Physiological Data Analysis for User Quality of Life Improving by Using a Humanoid Social Robot  (Roxana Agrigoroaie, Adriana Tapus)....Pages 696-706
 Exploiting Social Images to Understand Tourist Behaviour  (G. Gallo, G. Signorello, G. M. Farinella, A. Torrisi)....Pages 707-717
 Showing Different Images to Observers by Using Difference in Retinal Impulse Response  (Daiki Ikeba, Fumihiko Sakaue, Jun Sato, Roberto Cipolla)....Pages 718-729
 A Framework for Activity Recognition Through Deep Learning and Abnormality Detection in Daily Activities  (Irina Mocanu, Bogdan Cramariuc, Oana Balan, Alin Moldoveanu)....Pages 730-740
 Combining Color Fractal with LBP Information for Flood Segmentation in UAV-Based Images  (Loretta Ichim, Dan Popescu)....Pages 741-752
 Interconnected Neural Networks Based on Voting Scheme and Local Detectors for Retinal Image Analysis and Diagnosis  (Traian Caramihale, Dan Popescu, Loretta Ichim)....Pages 753-764
 A Unified Color and Contrast Age-Dependent Visual Content Adaptation  (M’Hand Kedjar, Greg Ward, Hyunjin Yoo, Afsoon Soudi, Tara Akhavan, Carlos Vazquez)....Pages 765-778
 Deep Appearance Features for Abnormal Behavior Detection in Video  (Sorina Smeureanu, Radu Tudor Ionescu, Marius Popescu, Bogdan Alexe)....Pages 779-789
Back Matter ....Pages 791-795