Computer Analysis of Images and Patterns: 18th International Conference, CAIP 2019, Salerno, Italy, September 3-5, 2019, Proceedings, Part II

Description

The 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

1.  Poster Session
2. 3D Color CLUT Compression by Multi-scale Anisotropic Diffusion – David Tschumperlé, Christine Porquet, Amal Mahboubi
3. Analysis of Skill Improvement Process Based on Movement of Gaze and Hand in Assembly Task – Yohei Kawase, Manabu Hashimoto
4. Hybrid Function Sparse Representation Towards Image Super Resolution – Junyi Bian, Baojun Lin, Ke Zhang
5. Toward New Spherical Harmonic Shannon Entropy for Surface Modeling – Malika Jallouli, Wafa Belhadj Khalifa, Anouar Ben Mabrouk, Mohamed Ali Mahjoub
6. Over Time RF Fitting for Jitter Free 3D Vertebra Reconstruction from Video Fluoroscopy – Ioannis Ioannidis, Hammadi Nait-Charif
7. Challenges and Methods of Violence Detection in Surveillance Video: A Survey – Wafa Lejmi, Anouar Ben Khalifa, Mohamed Ali Mahjoub
8. Uncertainty Based Adaptive Projection Selection Strategy for Binary Tomographic Reconstruction – Gábor Lékó, Szilveszter Domány, Péter Balázs
9. Non-contact Heart Rate Monitoring Using Multiple RGB Cameras – Hamideh Ghanadian, Hussein Al Osman
10. An Efficient Anaglyph 3D Video Watermarking Approach Based on Hybrid Insertion – Dorra Dhaou, Saoussen Ben Jabra, Ezzeddine Zagrouba
11. A Computer Vision Pipeline that Uses Thermal and RGB Images for the Recognition of Holstein Cattle – Amey Bhole, Owen Falzon, Michael Biehl, George Azzopardi
12. DeepNautilus: A Deep Learning Based System for Nautical Engines’ Live Vibration Processing – Rosario Carbone, Raffaele Montella, Fabio Narducci, Alfredo Petrosino
13. Binary Code for the Compact Palmprint Representation Using Texture Features – Agata Giełczyk, Gian Luca Marcialis, Michał Choraś
14. Handwriting Analysis to Support Alzheimer’s Disease Diagnosis: A Preliminary Study – Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Molinara, Alessandra Scotto Di Freca
15. Geometrical and Statistical Properties of the Rational Order Pyramid Transform and Dilation Filtering – Kento Hosoya, Kouki Nozawa, Atsushi Imiya
16. Personal 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.
17. A System for Controlling How Carefully Surgeons Are Cleaning Their Hands – Luca Greco, Gennaro Percannella, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
18. Class-Conditional Data Augmentation Applied to Image Classification – Eduardo Aguilar, Petia Radeva
19. Fabric Classification and Matching Using CNN and Siamese Network for E-commerce – Chandrakant Sonawane, Dipendra Pratap Singh, Raghav Sharma, Aditya Nigam, Arnav Bhavsar
20. Real-Time Style Transfer with Strength Control – Victor Kitov
21. Faster Visual-Based Localization with Mobile-PoseNet – Claudio Cimarelli, Dario Cazzato, Miguel A. Olivares-Mendez, Holger Voos
22. Unsupervised Effectiveness Estimation Through Intersection of Ranking References – João Gabriel Camacho Presotto, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette
23. Joint Correlation Measurements for PRNU-Based Source Identification – Vittoria Bruni, Alessandra Salvi, Domenico Vitulano
24. Detecting Sub-Image Replicas: Retrieval and Localization of Zoomed-In Images – Afraà Ahmad Alyosef, Andreas Nürnberger
25. Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter – Fernando Pereira dos Santos, Moacir Antonelli Ponti
26. Adaptive Image Binarization Based on Multi-layered Stack of Regions – Hubert Michalak, Krzysztof Okarma
27. Evaluating 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 Sansone
28. A 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 Freca
29. Restoration of Colour Images Using Backward Stochastic Differential Equations with Reflection – Dariusz Borkowski
30. Sound Transformation: Applying Image Neural Style Transfer Networks to Audio Spectograms – Xuehao Liu, Sarah Jane Delany, Susan McKeever
31. Timber Tracing with Multimodal Encoder-Decoder Networks – Fedor Zolotarev, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Heikki Haario, Jere Heikkinen et al.
32. A Challenging Voice Dataset for Robotic Applications in Noisy Environments – Antonio Roberto, Alessia Saggese, Mario Vento
33. Binary Classification Using Pairs of Minimum Spanning Trees or N-Ary Trees – Riccardo La Grassa, Ignazio Gallo, Alessandro Calefati, Dimitri Ognibene
34. Estimating the Noise Level Function with the Tree of Shapes and Non-parametric Statistics – Baptiste Esteban, Guillaume Tochon, Thierry Géraud
35. Deep Convolutional Neural Networks for Plant Species Characterization Based on Leaf Midrib – Leonardo F. S. Scabini, Rayner M. Condori, Isabella C. L. Munhoz, Odemir M. Bruno
36. Towards an Automatic Annotation of French Sign Language Videos: Detection of Lexical Signs – Hussein Chaaban, Michèle Gouiffès, Annelies Braffort
37. Orthogonal Affine Invariants from Gaussian-Hermite Moments – Jan Flusser, Tomáš Suk, Bo Yang
38. A Web-Based System to Assess Texture Analysis Methods and Datasets – Alex J. F. Farfán, Leonardo F. S. Scabini, Odemir M. Bruno
39. TRINet: Tracking and Re-identification Network for Multiple Targets in Egocentric Videos Using LSTMs – Jyoti Nigam, Renu M. RameshanDigital Signature
40. Based Control Integrity for JPEG HDR Images – Meha Hachani, Azza Ouled Zaid
41. FS2Net: 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 Bhavsar
42. Master and Rookie Networks for Person Re-identification – Danilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Cristiano Massaroni
43. Knee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative – Abdelbasset Brahim, Rabia Riad, Rachid Jennane
44. Object Instance Segmentation in Digital Terrain Models – Bashir Kazimi, Frank Thiemann, Monika Sester
45. Improvement of Image Denoising Algorithms by Preserving the Edges – Ram Krishna Pandey, Harpreet Singh, A. G. Ramakrishnan
46. Fast Landmark Recognition in Photo Albums – Pierre Stefani, Cristina Oprean
47. Fast and Robust Detection of Solar Modules in Electroluminescence Images – Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein
48. Large Field/Close-Up Image Classification: From Simple to Very Complex Features – Quyet-Tien Le, Patricia Ladret, Huu-Tuan Nguyen, Alice Caplier
49. Enhancing Low Quality Face Image Matching by Neurovisually Inspired Deep Learning – Apurba Das, Pallavi Saha
50. On the Computation of the Euler Characteristic of Binary Images in the Triangular Grid – Lidija Čomić, Andrija Blesić
51. Feature GANs: A Model for Data Enhancement and Sample Balance of Foreign Object Detection in High Voltage Transmission Lines – Yimin Dou, Xiangru Yu, Jinping Li
52. Embedded Prototype Subspace Classification: A Subspace Learning Framework – Anders Hast, Mats Lind, Ekta Vats

Editors Biography

Mario Vento, Gennaro Percannella
Department of Computer and Electrical Engineering and Applied Mathematics, University of Salerno, Fisciano (SA), Italy