DescriptionThe two volume set LNCS 11678 and 11679 constitutes the refereed proceedings of the 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019, held in Salerno, Italy, in September 2019.The 106 papers presented were carefully reviewed and selected from 176 submissions The papers are organized in the following topical sections: Intelligent Systems; Real-time and GPU Processing; Image Segmentation; Image and Texture Analysis; Machine Learning for Image and Pattern Analysis; Data Sets and Benchmarks; Structural and Computational Pattern Recognition; Posters.Table of Contents Poster Session3D Color CLUT Compression by Multi-scale Anisotropic Diffusion – David Tschumperlé, Christine Porquet, Amal MahboubiAnalysis of Skill Improvement Process Based on Movement of Gaze and Hand in Assembly Task – Yohei Kawase, Manabu HashimotoHybrid Function Sparse Representation Towards Image Super Resolution – Junyi Bian, Baojun Lin, Ke ZhangToward New Spherical Harmonic Shannon Entropy for Surface Modeling – Malika Jallouli, Wafa Belhadj Khalifa, Anouar Ben Mabrouk, Mohamed Ali MahjoubOver Time RF Fitting for Jitter Free 3D Vertebra Reconstruction from Video Fluoroscopy – Ioannis Ioannidis, Hammadi Nait-CharifChallenges and Methods of Violence Detection in Surveillance Video: A Survey – Wafa Lejmi, Anouar Ben Khalifa, Mohamed Ali MahjoubUncertainty Based Adaptive Projection Selection Strategy for Binary Tomographic Reconstruction – Gábor Lékó, Szilveszter Domány, Péter BalázsNon-contact Heart Rate Monitoring Using Multiple RGB Cameras – Hamideh Ghanadian, Hussein Al OsmanAn Efficient Anaglyph 3D Video Watermarking Approach Based on Hybrid Insertion – Dorra Dhaou, Saoussen Ben Jabra, Ezzeddine ZagroubaA Computer Vision Pipeline that Uses Thermal and RGB Images for the Recognition of Holstein Cattle – Amey Bhole, Owen Falzon, Michael Biehl, George AzzopardiDeepNautilus: A Deep Learning Based System for Nautical Engines’ Live Vibration Processing – Rosario Carbone, Raffaele Montella, Fabio Narducci, Alfredo PetrosinoBinary Code for the Compact Palmprint Representation Using Texture Features – Agata Giełczyk, Gian Luca Marcialis, Michał ChoraśHandwriting Analysis to Support Alzheimer’s Disease Diagnosis: A Preliminary Study – Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto Di FrecaGeometrical and Statistical Properties of the Rational Order Pyramid Transform and Dilation Filtering – Kento Hosoya, Kouki Nozawa, Atsushi ImiyaPersonal Identity Verification by EEG-Based Network Representation on a Portable Device – Giulia Orrú, Marco Garau, Matteo Fraschini, Javier Acedo, Luca Didaci, David Ibáñez et al.A System for Controlling How Carefully Surgeons Are Cleaning Their Hands – Luca Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario VentoClass-Conditional Data Augmentation Applied to Image Classification – Eduardo Aguilar, Petia RadevaFabric Classification and Matching Using CNN and Siamese Network for E-commerce – Chandrakant Sonawane, Dipendra Pratap Singh, Raghav Sharma, Aditya Nigam, Arnav BhavsarReal-Time Style Transfer with Strength Control – Victor KitovFaster Visual-Based Localization with Mobile-PoseNet – Claudio Cimarelli, Dario Cazzato, Miguel A. Olivares-Mendez, Holger VoosUnsupervised Effectiveness Estimation Through Intersection of Ranking References – João Gabriel Camacho Presotto, Lucas Pascotti Valem, Daniel Carlos Guimarães PedronetteJoint Correlation Measurements for PRNU-Based Source Identification – Vittoria Bruni, Alessandra Salvi, Domenico VitulanoDetecting Sub-Image Replicas: Retrieval and Localization of Zoomed-In Images – Afraà Ahmad Alyosef, Andreas NürnbergerHomogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter – Fernando Pereira dos Santos, Moacir Antonelli PontiAdaptive Image Binarization Based on Multi-layered Stack of Regions – Hubert Michalak, Krzysztof OkarmaEvaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification – Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo SansoneA Two-Step System Based on Deep Transfer Learning for Writer Identification in Medieval Books – Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto Di FrecaRestoration of Colour Images Using Backward Stochastic Differential Equations with Reflection – Dariusz BorkowskiSound Transformation: Applying Image Neural Style Transfer Networks to Audio Spectograms – Xuehao Liu, Sarah Jane Delany, Susan McKeeverTimber Tracing with Multimodal Encoder-Decoder Networks – Fedor Zolotarev, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario, Jere Heikkinen et al.A Challenging Voice Dataset for Robotic Applications in Noisy Environments – Antonio Roberto, Alessia Saggese, Mario VentoBinary Classification Using Pairs of Minimum Spanning Trees or N-Ary Trees – Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri OgnibeneEstimating the Noise Level Function with the Tree of Shapes and Non-parametric Statistics – Baptiste Esteban, Guillaume Tochon, Thierry GéraudDeep Convolutional Neural Networks for Plant Species Characterization Based on Leaf Midrib – Leonardo F. S. Scabini, Rayner M. Condori, Isabella C. L. Munhoz, Odemir M. BrunoTowards an Automatic Annotation of French Sign Language Videos: Detection of Lexical Signs – Hussein Chaaban, Michèle Gouiffès, Annelies BraffortOrthogonal Affine Invariants from Gaussian-Hermite Moments – Jan Flusser, Tomáš Suk, Bo YangA Web-Based System to Assess Texture Analysis Methods and Datasets – Alex J. F. Farfán, Leonardo F. S. Scabini, Odemir M. BrunoTRINet: Tracking and Re-identification Network for Multiple Targets in Egocentric Videos Using LSTMs – Jyoti Nigam, Renu M. RameshanDigital SignatureBased Control Integrity for JPEG HDR Images – Meha Hachani, Azza Ouled ZaidFS2Net: Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation Using Stacked LSTM Based Siamese Network – Ranjeet Ranjan Jha, Shreyas Patil, Aditya Nigam, Arnav BhavsarMaster and Rookie Networks for Person Re-identification – Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano MassaroniKnee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative – Abdelbasset Brahim, Rabia Riad, Rachid JennaneObject Instance Segmentation in Digital Terrain Models – Bashir Kazimi, Frank Thiemann, Monika SesterImprovement of Image Denoising Algorithms by Preserving the Edges – Ram Krishna Pandey, Harpreet Singh, A. G. RamakrishnanFast Landmark Recognition in Photo Albums – Pierre Stefani, Cristina OpreanFast and Robust Detection of Solar Modules in Electroluminescence Images – Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent ChristleinLarge Field/Close-Up Image Classification: From Simple to Very Complex Features – Quyet-Tien Le, Patricia Ladret, Huu-Tuan Nguyen, Alice CaplierEnhancing Low Quality Face Image Matching by Neurovisually Inspired Deep Learning – Apurba Das, Pallavi SahaOn the Computation of the Euler Characteristic of Binary Images in the Triangular Grid – Lidija Čomić, Andrija BlesićFeature GANs: A Model for Data Enhancement and Sample Balance of Foreign Object Detection in High Voltage Transmission Lines – Yimin Dou, Xiangru Yu, Jinping LiEmbedded Prototype Subspace Classification: A Subspace Learning Framework – Anders Hast, Mats Lind, Ekta VatsEditors BiographyMario Vento, Gennaro Percannella Department of Computer and Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano (SA), Italy