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14th SITIS 2018: Las Palmas de Gran Canaria, Spain
- Gabriella Sanniti di Baja, Luigi Gallo, Kokou Yétongnon, Albert Dipanda, Modesto Castrillón Santana, Richard Chbeir:
14th International Conference on Signal-Image Technology & Internet-Based Systems, SITIS 2018, Las Palmas de Gran Canaria, Spain, November 26-29, 2018. IEEE 2018, ISBN 978-1-5386-9385-8
Track IWECA: Intelligent Web Computing and Applications IWECA-S1: Data Mining and Uncertainty
IWECA-S1: Data Mining and Uncertainty
- Corrado Mio, Gabriele Gianini, Ernesto Damiani:
K-Means Clustering in Dual Space for Unsupervised Feature Partitioning in Multi-view Learning. 1-8 - Frida Femling, Adam Olsson, Fernando Alonso-Fernandez
:
Fruit and Vegetable Identification Using Machine Learning for Retail Applications. 9-15 - Malak Saidi, Anis Tissaoui
An Entropy-Based Uncertainty Measure of Configurable Process Models. 16-23 - Soura Boulaares
A Probabilistic Approach: A Model for the Uncertain Representation and Navigation of Uncertain Web Resources. 24-31
Track SIVT: Signal Image and Vision Technology
SIVT-S1: Object Detection and Recognition
- Reham Elnabawy, Rimon Elias
Image Based Hieroglyphic Character Recognition. 32-39 - Amir Ghahremani, Egor Bondarev, Peter H. N. de With:
Cascaded CNN Method for Far Object Detection in Outdoor Surveillance. 40-47 - Patrick Schuch, Jan Marek May, Christoph Busch
Learning Neighbourhoods for Fingerprint Indexing. 48-55 - Juan Pedro López, David Martín, David Jiménez
Prediction and Modeling for No-Reference Video Quality Assessment Based on Machine Learning. 56-63
SIVT-S2: Theory and Methods (1)
- Anwar Fallatah, Hilmi R. Dajani:
Estimating the Properties of the Single-Trial Speech Auditory Brainstem Response Using an Accurate AR Model. 64-69 - Kostas Loumponias
Adaptive Tobit Kalman-Based Tracking. 70-76 - Konstantinos Konstantoudakis, Emmanouil Christakis, Petros Drakoulis, Alexandros Doumanoglou, Nikolaos Zioulis, Dimitrios Zarpalas, Petros Daras:
Comparing CNNs and JPEG for Real-Time Multi-view Streaming in Tele-Immersive Scenarios. 77-83 - Lucie Druoton, Dominique Michelucci, Olivier Monga, Abdelaziz Bouras, Sebti Foufou:
Approximation of Pore Space with Ellipsoids: A Comparison of a Geometrical Method with a Statistical one. 84-90
SIVT-S3: Segmentation-Classification
- Konstantin Obukhov, Ivan A. Kershner
Detection and Classification of Epileptiform Activity in EEG of Rats After Traumatic Brain Injury. 91-97 - Michal Haindl, Vojtech Havlícek:
BTF Compound Texture Model with Fast Iterative Non-parametric Control Field Synthesis. 98-105 - Narayan Vetrekar
Detecting Glass in Ocular Region Based on Grassmann Manifold Projection Metric Learning by Exploring Spectral Imaging. 106-113 - Purbaditya Bhattacharya, Steffen Wulf, Udo Zölzer:
Detection of Harbour Porpoise with Low-Level Feature Extraction and Deep Learning Based Classification. 114-121 - Maryam Shahabi Lotfabadi, Yongzhao Zhan, Amir Bashirzadeh Tabrizi:
Evaluating a Cover Based Rough Set Classifier in a Content Based Image Retrieval System. 122-129 - Tran Van Luan
Dynamic Range Extension and Matching from a Single LDR Image. 130-136
SIVT-S4: Face and Facial Characterisation Recognition
- Ruxandra Tapu, Bogdan Mocanu, Titus B. Zaharia:
Face Recognition in Video Streams for Mobile Assistive Devices Dedicated to Visually Impaired. 137-142 - Giuseppe Boccignone
Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space. 143-150 - Ronald W. J. J. Saeijs, Walther E. Tjon a Ten, Peter H. N. de With:
Dual-Camera Facial Landmark Tracking for Clinical Infant Monitoring. 151-158 - Darijan Marcetic, Slobodan Ribaric:
An Online Multi-face Tracker for Unconstrained Videos. 159-165
SIVT-S5: Theory and Methods (2)
- Vasileios Argyriou:
Asymmetric Bilateral Phase Correlation for Optical Flow Estimation in the Frequency Domain. 166-173 - Mekides Assefa Abebe, Jon Yngve Hardeberg:
Application of Radial Basis Function Interpolation for Content Aware Image Retargeting. 174-183 - Luca Bergamini, Angelo Porrello, Andrea Capobianco Dondona
Multi-views Embedding for Cattle Re-identification. 184-191 - Charles Beumier, Xavier Neyt:
Trajectories and Camera Motion Compensation in Aerial Videos. 192-199
SIVT-S7: 3D Imaging
- Vladimiros Sterzentsenko, Antonis Karakottas, Alexandros Papachristou, Nikolaos Zioulis
A Low-Cost, Flexible and Portable Volumetric Capturing System. 200-207 - Anish R. Khadka, Paolo Remagnino
Object 3D Reconstruction Based on Photometric Stereo and Inverted Rendering. 208-215 - Zehua Fu, Mohsen Ardabilian:
Multi-size Pooling for Stereo Matching Cost. 216-223 - Jorge L. Charco, Boris Xavier Vintimilla, Angel Domingo Sappa:
Deep Learning Based Camera Pose Estimation in Multi-view Environment. 224-228
SIVT-S8: Application
- Louis Mothwa, Jules-Raymond Tapamo, Temitope Mapayi:
Conceptual Model of the Smart Attendance Monitoring System Using Computer Vision. 229-234 - Luay Fraiwan
A Mobile Mental Health Monitoring System: A Smart Glove. 235-240 - Pankaj Shivdayal Wasnik, Raghavendra Ramachandra, Kiran B. Raja, Christoph Busch
Presentation Attack Detection for Smartphone Based Fingerphoto Recognition Using Second Order Local Structures. 241-246 - Burak Balci, Bensu Alkan, Alperen Elihos, Yusuf Artan:
NIR Camera Based Mobile Seat Belt Enforcement System Using Deep Learning Techniques. 247-252 - Supatta Viriyavisuthisakul, Parinya Sanguansat
Water Hyacinth Segmentation for Aquatic Weed Elimination in Thailand. 253-257
SIVT-S10: Image Enhancement/Filtering
- Ana Stojkovic
How Size and Relative Contrast Can Improve Specular Highlight Detection. 258-265 - Xavier Soria Poma
Improving Edge Detection in RGB Images by Adding NIR Channel. 266-273 - Victor Medina Heierle
Evaluation Framework for Multiband Image Enhancement and Blending Algorithms in Enhanced Flight Vision Systems. 274-280 - Davit Gigilashvili, Chengbo Yin, Jonathan T. C. Liu, Jon Yngve Hardeberg, Marius Pedersen:
Measuring and Mitigating Speckle Noise in Dual-Axis Confocal Microscopy Images. 281-288
Workshop CITIMA: Computational Intelligence Techniques for Industrial and Medical Applications
Session CITIMA - S1
- Xiaolan Zhu, Lei Zhang, Lu Wang, Shiying Wang, Xuexi Wang, Gwanggil Jeon:
Classification of Tibetan Medical Syndrome Based on Class Association Rules. 289-295 - Jeppe Høy Christensen
Big Data Analytics in Healthcare: Design and Implementation for a Hearing Aid Case Study. 296-303 - Bumjun Park, Jechang Jeong:
Image Demosaicking Using Densely Connected Convolutional Neural Network. 304-307 - Mariusz Frackiewicz, Zuzanna Koper, Henryk Palus
Breast Lesion Segmentation in DCE- MRI Imaging. 308-313 - Damian Borys
A Phantom Study of New Bias Field Correction Method Combining N3 and KHM for MRI Imaging. 314-319
Workshop IWAIIP: Artificial Intelligent Approaches for Image Processing
Processing Session IWAIIP- S1
- Sirimonpak Suwannakhun, Patasu Daungmala:
Estimating Pig Weight with Digital Image Processing using Deep Learning. 320-326 - Siriphan Phetnuam, Thaweesak Yingthawornsuk:
Classfication of Categorized KMUTT-BKT's Landscape Images Using RGB Color Feature. 327-331 - Mahasak Ketcham, Manussawee Piyaneeranart, Thittaporn Ganokratanaa
Emotional Detection of Patients Major Depressive Disorder in Medical Diagnosis. 332-338 - Chudanat Sudthongkhong, Thanannath Phattharachairawee, Sutharat Puangsing:
Interactive Multimedia Base Mobile Learning for Health: The Creative Media Design of "Acne is a Health Indicator". 339-344 - Thaweesak Yingthawornsuk:
Classification of ECG Signals Using Modified Hjorth Descriptors. 345-350
Session IWAIIP- S2
- Worawut Yimyam, Thidarat Pinthong, Narumol Chumuang, Mahasak Ketcham:
Face Detection Criminals through CCTV Cameras. 351-357 - Patricia L. Suarez, Angel Domingo Sappa, Boris Xavier Vintimilla:
Cross-Spectral Image Dehaze through a Dense Stacked Conditional GAN Based Approach. 358-364 - GeumYoung Son, Jang-Sik Park, Byung-Woo Yoon, Jong-Gwan Song:
Video Based Smoke and Flame Detection Using Convolutional Neural Network. 365-368 - Narumol Chumuang:
Comparative Algorithm for Predicting the Protein Localization Sites with Yeast Dataset. 369-374 - Teerapong Boonlar, Wijittra Prasatkaew:
The Development of Hand Controller for Persons with Disabilities by Myo Sensor. 375-379 - Sheymaa Almalki, Hajer Almalki, Amal Almansour:
Detecting Deceptive Images in Online Content. 380-386
Workshop KARE: Knowledge Acquisition Reuse & Evaluation
- Sujoy Chatterjee
Multi-objective Clustering Ensemble for Varying Number of Clusters. 387-395 - Rahma Dandan, Sylvie Desprès, Jérôme Nobécourt:
OAFE: An Ontology for the Description of Elderly Activities. 396-403 - Paulina Potemski, Nada Matta, Patrick Laclémence:
A Model to Represent the Knowledge of Women's Living Conditions' Development in Difficult Environments. 404-411 - Ezoji Amer, Matta Nada:
DOTK: Descriptive Ontology for Territorial Knowledge for Sustainability. 412-419 - Felipe Sanchez Garzon, Jean-Pierre Micaëlli, Davy Monticolo, Eric Bonjour
Use of Bayesian Network Characteristics to Link Project Management Maturity and Risk of Project Overcost. 420-426
Workshop MIRA: Multimedia Information Retrieval and Applications
MIRA-S1: Machine Learning Techniques on Multimedia Retrieval and Classification
- Victor Petrén Bach Hansen, Anders Søgaard:
Learning Language-Independent Representations of Verbs and Adjectives from Multimodal Retrieval. 427-434 - Neeta Nain
Oriented Tracklets Approach for Anomalous Scene Detection in High Density Crowd. 435-441 - Roshanak Zakizadeh, Yu Qian, Michele Sasdelli
Instance Retrieval at Fine-Grained Level Using Multi-attribute Recognition. 442-448 - Petr Pulc
Hierarchical Motion Tracking Using Matching of Sparse Features. 449-456 - Praveen Kumar Chandaliya
Retrieval of Facial Images Re-rendered with Natural Aging Effect using Child Facial Image and Age. 457-463 - Marco La Cascia
Automatic Image Annotation Using Random Projection in a Conceptual Space Induced from Data. 464-471
Workshop NAMDAC: Numerical Algorithms and Methods for Data Analysis and Classification
- Yi-Chun Huang, Huei-Yung Lin:
Development and Implementation of a Multi-robot System for Collaborative Exploration and Complete Coverage. 472-479 - Salvatore Cuomo
Traditional and Deep Learning Approaches to Information and Influence Propagation in Social Networks. 480-484 - Ardelio Galletti, Livia Marcellino, Luigi Russo:
A GPU Parallel Algorithm for Image Denoising Based on Wavelet Transform Coefficients Thresholding. 485-492
Workshop OBIS: Open Business Intelligence Systems
- Yuta Kawasaki, Yoshitaka Sakurai, Eriko Sakurai, Setsuo Tsuruta:
Predicting Unsubscription from Customer's E-Mail Using Deep Learning. 493-499 - Yenukunme Pelagie Elyse Houngue, Kouessi Arafat Romaric Sagbo, Kokou Yétongnon:
RDF-Based Web Information Integration System: A Travel System Use Case. 500-507 - Yutaro Hara, Yoshitaka Sakurai, Setsuo Tsuruta, Eriko Sakurai:
An Advertisement Effect Simulator for Single Source Data and Its Experimental Evaluation. 508-513 - Hasna El Alaoui El Abdallaoui, Abdelaziz El Fazziki
Decision Support System for the Analysis of Traffic Accident Big Data. 514-521 - Ilyass El Kassmi
Toward a Smart Cloud Service Composition: Popularity-Driven Approach. 522-528
Workshop UBIO: Ubiquitous Implicit Biometrics and Health Signals Monitoring for Person-Centric Applications
- Juan E. Tapia
Sex-Prediction from Periocular Images Across Multiple Sensors and Spectra. 529-535 - Fernando Alonso-Fernandez
Expression Recognition Using the Periocular Region: A Feasibility Study. 536-541 - Dailé Osorio Roig, Pawel Drozdowski, Christian Rathgeb, Annette Morales González Quevedo
Iris Recognition in Visible Wavelength: Impact and Automated Detection of Glasses. 542-546 - Marta Gomez-Barrero, Jascha Kolberg
Towards Multi-modal Finger Presentation Attack Detection. 547-552 - Alessio Mecca
Impact of Gait Stabilization: A Study on How to Exploit it for User Recognition. 553-560
Joint Session TR LHNA - WS DARWIN
- Raji Ghawi
Towards Semantic-Based Social Network Analysis. 561-568 - Houda Chihi, Rafik Zitouni
Latency Aware Into LTE-V2X Mode 4 System. 569-573 - Joel Paulin Tanzouak Vaumi, Blaise Omer Yenke, Ndiouma Bame, Idrissa Sarr:
Outliers Detection in One Dimensional Meteorological Data Stream. 574-579 - Simon T. Obenofunde, Wahabou Abdou, Olivier Togni:
SREP: An Energy Efficient Relay Protocol for Wireless Sensor Networks. 580-586
Joint Session TR IWECA - WS MIRA
- Hareesh Mandalapu, Raghavendra Ramachandra, Christoph Busch
Image Quality and Texture-Based Features for Reliable Textured Contact Lens Detection. 587-594 - Amany Alnahdi
Building Quality Metrics for Green Computing Projects: A Model and a Case Study of Engineering a Green Computing Awareness Website. 595-600 - Tsubasa Horii, Yoshitaka Sakurai, Eriko Sakurai, Setsuo Tsuruta, Andrea Kutics, Akihiko Nakagawa:
Performance Comparison of Client-Centered Counseling Agents. 601-608 - Fabrizio Orlandi
Leveraging Knowledge Graphs of Movies and Their Content for Web-Scale Analysis. 609-616
Joint Session WS QUAMUS- WS VICTA
- Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi:
Reduced Reference Mesh Visual Quality Assessment Based on Convolutional Neural Network. 617-620 - Hoang Long Nguyen, Jason J. Jung:
Extending SocioScope Framework for Generating Knowledge Graph from Social Data. 621-624 - Giuseppe Caggianese
Exploring the Feasibility of Diegetic User Interfaces in Immersive Virtual Exhibitions within the Cultural Heritage. 625-631 - Nam D. Vo
Towards Scalable Recommendation Framework with Heterogeneous Data Sources: Preliminary Results. 632-636
Joint Session SIVT S6 - WS COMI
- Vlado Kitanovski, Marius Pedersen:
Halftone Modulation for Embedding UV Watermarks in Color Printed Images. 637-644 - Raju Shrestha
Assessment of Two Fast Multispectral Systems for Imaging of a Cultural Heritage Artifact - A Russian Icon. 645-650 - Tom Gillooly, Hilda Deborah
Path Opening for Hyperspectral Crack Detection of Cultural Heritage Paintings. 651-657 - Michal Haindl, Milos Kudelka:
Multispectral Texture Fidelity Measure. 658-663
Joint Session SIVT S9 - WS HTBA
- Christian Lanius
Single Image, Context Aware Action Estimation in Sports. 664-671 - Ryunosuke Kurose, Masaki Hayashi, Yoshimitsu Aoki:
Estimation of Scenes Contributing to Score in Tennis Video Using Attention. 672-675 - Dimitrios Varytimidis, Fernando Alonso-Fernandez
Action and Intention Recognition of Pedestrians in Urban Traffic. 676-682 - Mikel Labayen Esnaola, Naiara Aginako Bengoa, Basilio Sierra Araujo
Machine Learning for Video Action Recognition: A Computer Vision Approach. 683-690 - Margarita Khokhlova, Cyrille Migniot, Albert Dipanda:
Kinematic Covariance Based Abnormal Gait Detection. 691-696 - Denver Naidoo, Jules-Raymond Tapamo, Tom Walingo:
Human Action Recognition using Spatial-Temporal Analysis and Bag of Visual Words. 697-702 - Andreas Braun, Martin Majewski, Joachim Loge, Florian Kirchbuchner
SurfaceVox - Exploring Sound Control for Gesture-Tracking Interactive Surfaces. 703-710
Joint Session WS UBIO - WS CITIMA
- Giovanni Paragliola
A Reinforcement Learning-Based Approach for the Risk Management of e-Health Environments: A Case Study. 711-716 - Marco Granato
Feature Extraction and Selection for Real-Time Emotion Recognition in Video Games Players. 717-724 - Panagiotis Katrakazas
A Big-Data Informed Model Approach to Hearing Health Policy Decision Making. 725-729 - Angelo Corallo, Anna Maria Crespino, Carla Di Biccari, Mariangela Lazoi, Marianna Lezzi
Processing Big Data in Streaming for Fault Prediction: An Industrial Application. 730-736
Invited Papers
- Alessandro Betti, Marco Gori, Giuseppe Marra
A Constrained-Based Approach to Machine Learning. 737-746 - Alejandro Rodríguez González, Consuelo Gonzalo
Mining Electronic Health Records: Challenges and Impact. 747-754
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