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22nd ICIAP 2023: Udine, Italy - Workshops - Part I
- Gian Luca Foresti
, Andrea Fusiello
, Edwin R. Hancock
:
Image Analysis and Processing - ICIAP 2023 Workshops - Udine, Italy, September 11-15, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14365, Springer 2024, ISBN 978-3-031-51022-9
Industrial Poster Session
- R. Haenel, Q. Semler, E. Semin, Salvatore Tabbone, Pierre Grussenmeyer:
Instance Segmentation Applied to Underground Infrastructures. 3-14 - Florian Merkle
, Mihaela Roxana Sirbu, Martin Nocker
, Pascal Schöttle
:
Generating Invariance-Based Adversarial Examples: Bringing Humans Back into the Loop. 15-27 - Teerapong Panboonyuen
, Naphat Nithisopa, Panin Pienroj, Laphonchai Jirachuphun, Chaiwasut Watthanasirikrit, Naruepon Pornwiriyakul:
MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance Segmentation. 28-38 - Lorenzo Vorabbi
, Davide Maltoni
, Stefano Santi:
On-Device Learning with Binary Neural Networks. 39-50 - Gabriele Spadaro
, Gaspare Vetrano, Barbara Penna, Antonio Serena, Attilio Fiandrotti
:
Towards One-Shot PCB Component Detection with YOLO. 51-61 - Giorgio Cruciata
, Liliana Lo Presti
, Gabriele Ajello, Paolo Cicero, Giacomo Corvisieri, Marco La Cascia
:
Wildfires Classification: A Comparative Study. 62-73 - Marco Leonardi, Paolo Napoletano
, Alessandro Rozza
, Raimondo Schettini
:
A General Purpose Method for Image Collection Summarization and Exploration. 74-85 - Amin Honarmandi Shandiz
, Attila Rádics, Rajesh Tamada
, Makk Árpád, Karolina Glowacka, Lehel Ferenczi, Sandeep Dutta, Michael Fanariotis:
Automated Identification of Failure Cases in Organ at Risk Segmentation Using Distance Metrics: A Study on CT Data. 86-96 - M. Quamer Nasim
, Narendra Patwardhan
, Javed Ali, Tannistha Maiti, Stefano Marrone
, Tarry Singh, Carlo Sansone
:
Digitizer: A Synthetic Dataset for Well-Log Analysis. 97-105 - Nabil Ghanmi, Amine Mohamed Belhakimi, Ahmad-Montaser Awal:
CNN-BLSTM Model for Arabic Text Recognition in Unconstrained Captured Identity Documents. 106-118
Advances in Gaze Analysis, Visual attention and Eye-gaze modelling (AGAVE)
- Manuela Chessa
, Chiara Bassano, Fabio Solari
:
Detection and Localization of Changes in Immersive Virtual Reality. 121-132 - Sabrina Patania
, Alessandro D'Amelio
, Vittorio Cuculo
, Matteo Limoncini
, Marco Ghezzi
, Vincenzo Conversano
, Giuseppe Boccignone
:
Pain and Fear in the Eyes: Gaze Dynamics Predicts Social Anxiety from Fear Generalisation. 133-144 - Michael Milliken
, Andriy Kharechko
, Ian Kegel
, Brahim Allan
, Shuai Zhang
, Sally I. McClean
:
Eye Gaze Analysis Towards an AI System for Dynamic Content Layout. 145-156
Beyond Vision: Physics Meets AI (BVPAI)
- Giulia Lavizzari, Giacomo Boldrini, Simone Gennai, Pietro Govoni:
A Variational AutoEncoder for Model Independent Searches of New Physics at LHC. 159-169 - A. Paccagnella, V. Ciulli, R. D'Alessandro, L. Bonechi, D. Borselli, C. Frosin, S. Gonzi, T. Beni:
Adaptive Voronoi Binning in Muon Radiography for Detecting Subsurface Cavities. 170-178 - Luca Clissa
, Antonio Macaluso
, Antonio Zoccoli
:
Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization. 179-190 - Rodrigo Torres, Caroline Czelusniak, Lorenzo Giuntini, Francesca Giambi, Mirko Massi, Chiara Ruberto, Francesco Taccetti, Giovanni Anelli, Serge Mathot, Alessandra Lombardi:
A New IBA Imaging System for the Transportable MACHINA Accelerator. 191-201 - Giovanni Zurlo, Elisabetta Ronchieri
:
Abstracts Embeddings Evaluation: A Case Study of Artificial Intelligence and Medical Imaging for the COVID-19 Infection. 202-214 - Valerio Graziani, Giulia Iorio, Stefano Ridolfi, Chiara Merucci, Paolo Branchini, Luca Tortora:
Pigments and Brush Strokes: Investigating the Painting Techniques Using MA-XRF and Laser Profilometry. 215-226
Automatic Affect Analysis and Synthesis (3AS)
- Federica Paolì
, Andrea D'Eusanio
, Federico Cozzi
, Sabrina Patania
, Giuseppe Boccignone
:
Pain Classification and Intensity Estimation Through the Analysis of Facial Action Units. 229-241 - Hajer Guerdelli
, Claudio Ferrari
, João Baptista Cardia Neto
, Stefano Berretti
, Walid Barhoumi
, Alberto Del Bimbo
:
Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling. 242-254 - Leonardo Alchieri
, Luigi Celona
, Simone Bianco
:
Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study. 255-269
International Contest on Fire Detection (ONFIRE)
- Diego Gragnaniello
, Antonio Greco
, Carlo Sansone
, Bruno Vento
:
ONFIRE Contest 2023: Real-Time Fire Detection on the Edge. 273-281 - Luca Zedda, Andrea Loddo
, Cecilia Di Ruberto
:
FIRESTART: Fire Ignition Recognition with Enhanced Smoothing Techniques and Real-Time Tracking. 282-293 - Grace Vincent
, Laura Desantis, Ethan Patten
, Sambit Bhattacharya
:
Rapid Fire Detection with Early Exiting. 294-301
Recent Advances in Digital Security: Biometrics and Forensics (BIOFORM)
- Tobias Mitterreiter, Jutta Hämmerle-Uhl, Andreas Uhl:
Morphing-Attacks Against Binary Fingervein Templates. 305-317 - Giovanni Puglisi
, Sebastiano Battiato
:
A Robust Approach for Crop Misalignment Estimation in Single and Double JPEG Compressed Images. 318-329 - Rita Delussu
, Lorenzo Putzu
, Emanuele Ledda
, Giorgio Fumera
:
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks. 330-342 - Jie Gao, Sara Concas, Giulia Orrù, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli:
Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces. 343-355 - Salvatore Giurato
, Alessandro Ortis, Sebastiano Battiato
:
Real-Time Multiclass Face Spoofing Recognition Through Spatiotemporal Convolutional 3D Features. 356-367
Computer Vision for Environment Monitoring and Preservation (CVEMP) Enhancing Air Quality Forecasting Through
- Pietro Manganelli Conforti
, Andrea Fanti
, Pietro Nardelli
, Paolo Russo
:
Enhancing Air Quality Forecasting Through Deep Learning and Continuous Wavelet Transform. 371-382 - Claudio Schiavella
, Lorenzo Cirillo
, Lorenzo Papa
, Paolo Russo
, Irene Amerini
:
Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task. 383-394 - Hafsa Ouchra, Abdessamad Belangour, Allae Erraissi, Mouad Banane:
Assessing Machine Learning Algorithms for Land Use and Land Cover Classification in Morocco Using Google Earth Engine. 395-405 - Pietro Fusco
, Salvatore Venticinque
:
An Application of Artificial Intelligence and Genetic Algorithm to Support the Discovering of Roman Centuriation Remains. 406-417 - Alberto Carraro
, Gaetano Saurio
, Ainara López-Maestresalas
, Simone Scardapane
, Francesco Marinello
:
Convolutional Neural Networks for the Detection of Esca Disease Complex in Asymptomatic Grapevine Leaves. 418-429 - Gaetano Saurio
, Marco Muscas, Indro Spinelli, Valerio Rughetti, Irma Della Giovampaola, Simone Scardapane:
ArcheoWeedNet: Weed Classification in the Parco archeologico del Colosseo. 430-441 - Federica Di Lauro
, Luca Fallati
, Simone Fontana
, Alessandra Savini
, Domenico G. Sorrenti
:
Automatic Alignment of Multi-scale Aerial and Underwater Photogrammetric Point Clouds: A Case Study in the Maldivian Coral Reef. 442-453
Generation of Human Face and Body Behavior (GHB)
- Lorenzo Berlincioni
, Stefano Berretti
, Marco Bertini
, Alberto Del Bimbo
:
Upsampling 4D Point Clouds of Human Body via Adversarial Generation. 457-469 - Shelina Khalid Jilani
, Zeno Geradts
, Aliyu Abubakar:
Decoding Deception: Understanding Human Discrimination Ability in Differentiating Authentic Faces from Deepfake Deceits. 470-481 - Halldór Kárason, Pierluigi Ritrovato, Nicola Maffulli, Francesco Tortorella:
Generative Data Augmentation of Human Biomechanics. 482-493 - Baptiste Chopin, Mohamed Daoudi, Angela Bartolo:
Avatar Reaction to Multimodal Human Behavior. 494-505
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