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

Description

The two-volume set LNCS 10484 and 10485 constitutes the refereed proceedings of the 19th International Conference on Image Analysis and Processing, ICIAP 2017, held in Catania, Italy, in September 2017. The 138 papers presented were carefully reviewed and selected from 229 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; multiview geometry and 3D computer vision; image analysis, detection and recognition; multimedia; biomedical and assistive technology; information forensics and security; imaging for cultural heritage and archaeology; and imaging solutions for improving the quality of life. 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