New Trends in Image Analysis and Processing – ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised Selected Papers

Description

This book constitutes the refereed proceedings of seven workshops held at the 19th International Conference on Image Analysis and Processing, ICIAP 2017, in Catania, Italy, in September 2017: First International Workshop on Brain-Inspired Computer Vision – WBICV 2017; Social Signal Processing and Beyond - SSPandBE 2017; Automatic affect analysis and synthesis - 3AS 2017; Background learning for detection and tracking from RGBD Videos - RGBD 2017; Natural human-computer Interaction and ecological perception in immersive Virtual and Augmented Reality - NIVAR 2017; 1st International Workshop on Biometrics as-a-service: cloud-based technology, systems and applications - IWBAAS 2017; 3rd International Workshop on Multimedia Assisted Dietary Management - MADiMa 2017. Front Matter ....Pages I-XV Front Matter ....Pages 1-1 A New Objective Supervised Edge Detection Assessment Using Hysteresis Thresholds (Hasan Abdulrahman, Baptiste Magnier, Philippe Montesinos)....Pages 3-14 Learning Motion from Temporal Coincidences (Christian Conrad, Rudolf Mester)....Pages 15-25 The Fusion of Optical and Orientation Information in a Markovian Framework for 3D Object Retrieval (László Czúni, Metwally Rashad)....Pages 26-36 Modelling of the Poggendorff Illusion via Sub-Riemannian Geodesics in the Roto-Translation Group (B. Franceschiello, A. Mashtakov, G. Citti, A. Sarti)....Pages 37-47 High-Pass Learning Machine: An Edge Detection Approach (Alan L. S. Matias, Saulo A. F. Oliveira, Ajalmar R. da Rocha Neto, Pedro Pedrosa Rebouças Filho)....Pages 48-59 Adaptive Motion Pooling and Diffusion for Optical Flow Computation (N. V. Kartheek Medathati, Manuela Chessa, Guillaume S. Masson, Pierre Kornprobst, Fabio Solari)....Pages 60-71 Ventral Stream-Inspired Process for Deriving 3D Models from Video Sequences (Julius Schöning, Gunther Heidemann)....Pages 72-83 Front Matter ....Pages 85-85 Indirect Match Highlights Detection with Deep Convolutional Neural Networks (Marco Godi, Paolo Rota, Francesco Setti)....Pages 87-96 Signal Processing and Machine Learning for Diplegia Classification (Luca Bergamini, Simone Calderara, Nicola Bicocchi, Alberto Ferrari, Giorgio Vitetta)....Pages 97-108 Analyzing First-Person Stories Based on Socializing, Eating and Sedentary Patterns (Pedro Herruzo, Laura Portell, Alberto Soto, Beatriz Remeseiro)....Pages 109-119 Serious Games Application for Memory Training Using Egocentric Images (Gabriel Oliveira-Barra, Marc Bolaños, Estefania Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera)....Pages 120-130 Implicit Vs. Explicit Human Feedback for Interactive Video Object Segmentation (Francesca Murabito, Simone Palazzo, Concetto Spampinato, Daniela Giordano)....Pages 131-142 “Don’t Turn Off the Lights”: Modelling of Human Light Interaction in Indoor Environments (Irtiza Hasan, Theodore Tsesmelis, Alessio Del Bue, Fabio Galasso, Marco Cristani)....Pages 143-151 Front Matter ....Pages 153-153 An Affective BCI Driven by Self-induced Emotions for People with Severe Neurological Disorders (Giuseppe Placidi, Luigi Cinque, Paolo Di Giamberardino, Daniela Iacoviello, Matteo Spezialetti)....Pages 155-162 Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement (Marcin Kopaczka, Özcan Özkan, Dorit Merhof)....Pages 163-170 MOOGA Parameter Optimization for Onset Detection in EMG Signals (Mateusz Magda, Antonio Martinez-Alvarez, Sergio Cuenca-Asensi)....Pages 171-180 A Note on Modelling a Somatic Motor Space for Affective Facial Expressions (Alessandro D’Amelio, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin)....Pages 181-188 Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks (Claudio Ceruti, Vittorio Cuculo, Alessandro D’Amelio, Giuliano Grossi, Raffaella Lanzarotti)....Pages 189-196 Neonatal Facial Pain Assessment Combining Hand-Crafted and Deep Features (Luigi Celona, Luca Manoni)....Pages 197-204 Front Matter ....Pages 205-205 People Detection and Tracking from an RGB-D Camera in Top-View Configuration: Review of Challenges and Applications (Daniele Liciotti, Marina Paolanti, Emanuele Frontoni, Primo Zingaretti)....Pages 207-218 A Benchmarking Framework for Background Subtraction in RGBD Videos (Massimo Camplani, Lucia Maddalena, Gabriel Moyá Alcover, Alfredo Petrosino, Luis Salgado)....Pages 219-229 Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA (Sajid Javed, Thierry Bouwmans, Maryam Sultana, Soon Ki Jung)....Pages 230-241 CwisarDH\(^+\): Background Detection in RGBD Videos by Learning of Weightless Neural Networks (Massimo De Gregorio, Maurizio Giordano)....Pages 242-253 Exploiting Color and Depth for Background Subtraction (Lucia Maddalena, Alfredo Petrosino)....Pages 254-265 Simple Combination of Appearance and Depth for Foreground Segmentation (Tsubasa Minematsu, Atsushi Shimada, Hideaki Uchiyama, Rin-ichiro Taniguchi)....Pages 266-277 Front Matter ....Pages 279-279 Going to a Virtual Supermarket: Comparison of Different Techniques for Interacting in a Serious Game for the Assessment of the Cognitive Status (Alice E. Martis, Chiara Bassano, Fabio Solari, Manuela Chessa)....Pages 281-289 Interaction in an Immersive Collaborative Virtual Reality Environment: A Comparison Between Leap Motion and HTC Controllers (Elisa Gusai, Chiara Bassano, Fabio Solari, Manuela Chessa)....Pages 290-300 Ecological Validity of Virtual Reality: Three Use Cases (Alexis Paljic)....Pages 301-310 Front Matter ....Pages 311-311 Biometric Traits in Multi-secret Digital Steganography (Katarzyna Koptyra, Marek R. Ogiela)....Pages 313-319 Efficacy of Typing Pattern Analysis in Identifying Soft Biometric Information and Its Impact in User Recognition (Soumen Roy, Utpal Roy, D. D. Sinha)....Pages 320-330 Leveraging Continuous Multi-modal Authentication for Access Control in Mobile Cloud Environments (Gianni Fenu, Mirko Marras)....Pages 331-342 Distributed Anti-Plagiarism Checker for Biomedical Images Based on Sensor Noise (Andrea Bruno, Giuseppe Cattaneo, Umberto Ferraro Petrillo, Fabio Narducci, Gianluca Roscigno)....Pages 343-352 Exploring the Feasibility to Authenticate Users of Web and Cloud Services Using a Brain-Computer Interface (BCI) (Michael Philip Orenda, Lalit Garg, Gaurav Garg)....Pages 353-363 A Smart Peephole on the Cloud (Maria De Marsico, Eugenio Nemmi, Bardh Prenkaj, Gabriele Saturni)....Pages 364-374 WhoAreYou (WAY): A Mobile CUDA Powered Picture ID Card Recognition System (Raffaele Montella, Alfredo Petrosino, Vincenzo Santopietro)....Pages 375-382 Front Matter ....Pages 383-383 Personalized Dietary Self-Management Using Mobile Vision-Based Assistance (Georg Waltner, Michael Schwarz, Stefan Ladstätter, Anna Weber, Patrick Luley, Meinrad Lindschinger et al.)....Pages 385-393 Food Ingredients Recognition Through Multi-label Learning (Marc Bolaños, Aina Ferrà, Petia Radeva)....Pages 394-402 Building Parsimonious SVM Models for Chewing Detection and Adapting Them to the User (Iason Karakostas, Vasileios Papapanagiotou, Anastasios Delopoulos)....Pages 403-410 Food Intake Detection from Inertial Sensors Using LSTM Networks (Konstantinos Kyritsis, Christos Diou, Anastasios Delopoulos)....Pages 411-418 Understanding Food Images to Recommend Utensils During Meals (F. Ragusa, A. Furnari, G. M. Farinella)....Pages 419-425 Learning CNN-based Features for Retrieval of Food Images (Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini)....Pages 426-434 On Comparing Color Spaces for Food Segmentation (Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini)....Pages 435-443 Pocket Dietitian: Automated Healthy Dish Recommendations by Location (Nitish Nag, Vaibhav Pandey, Abhisaar Sharma, Jonathan Lam, Runyi Wang, Ramesh Jain)....Pages 444-452 Comparison of Two Approaches for Direct Food Calorie Estimation (Takumi Ege, Keiji Yanai)....Pages 453-461 Distinguishing Nigerian Food Items and Calorie Content with Hyperspectral Imaging (Xinzuo Wang, Neda Rohani, Adwaiy Manerikar, Aggelos Katsagellos, Oliver Cossairt, Nabil Alshurafa)....Pages 462-470 A Multimedia Database for Automatic Meal Assessment Systems (Dario Allegra, Marios Anthimopoulos, Joachim Dehais, Ya Lu, Filippo Stanco, Giovanni Maria Farinella et al.)....Pages 471-478 Back Matter ....Pages 479-480