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ORCID21st ICIAP 2022: Lecce, Italy - Part III
- Stan Sclaroff
, Cosimo Distante, Marco Leo, Giovanni Maria Farinella, Federico Tombari:
Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13233, Springer 2022, ISBN 978-3-031-06432-6
Pattern Recognition and Machine Learning
- Jesse A. Livezey, Ahyeon Hwang, Jacob Yeung, Kristofer E. Bouchard:
Hangul Fonts Dataset: A Hierarchical and Compositional Dataset for Investigating Learned Representations. 3-14 - Jan Diers, Christian Pigorsch:
Out-of-Distribution Detection Using Outlier Detection Methods. 15-26 - Marina Khoroshiltseva, Arianna Traviglia, Marcello Pelillo, Sebastiano Vascon:
Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders. 27-38 - Charalampos Davalas, Dimitrios Michail, Christos Diou, Iraklis Varlamis, Konstantinos Tserpes:
Computationally Efficient Rehearsal for Online Continual Learning. 39-49 - Nicola Messina, Giuseppe Amato, Fabio Carrara, Claudio Gennaro, Fabrizio Falchi:
Recurrent Vision Transformer for Solving Visual Reasoning Problems. 50-61 - Yasser Boutaleb, Catherine Soladié, Nam-Duong Duong, Amine Kacete, Jérôme Royan, Renaud Séguier:
Metric Learning-Based Unsupervised Domain Adaptation for 3D Skeleton Hand Activities Categorization. 62-74 - Antonella Mensi, Ferdinando Cicalese, Manuele Bicego:
Using Random Forest Distances for Outlier Detection. 75-86 - Matthias Bergler, Ramin Tavakoli Kolagari, Kristina Lundqvist:
Case Study on the Use of the SafeML Approach in Training Autonomous Driving Vehicles. 87-97 - Mazhar Hussain, Alessandro Ortis, Riccardo Polosa, Sebastiano Battiato:
User-Biased Food Recognition for Health Monitoring. 98-108 - Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani:
Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. 109-120 - Matteo Raniero, Manuele Bicego, Ferdinando Cicalese:
Distance-Based Random Forest Clustering with Missing Data. 121-132
Video Analysis and Understanding
- Khadija Khaldi, Pranav Mantini, Shishir K. Shah:
Unsupervised Person Re-identification Based on Skeleton Joints Using Graph Convolutional Networks. 135-146 - Dominic Rüfenacht:
Keyframe Insights into Real-Time Video Tagging of Compressed UHD Content. 147-157 - Elena Nicora, Nicoletta Noceti:
Exploring the Use of Efficient Projection Kernels for Motion Saliency Estimation. 158-169 - Théo Voillemin, Hazem Wannous, Jean-Philippe Vandeborre:
FirstPiano: A New Egocentric Hand Action Dataset Oriented Towards Augmented Reality Applications. 170-181 - Alex Falcon, Giuseppe Serra, Oswald Lanz:
Learning Video Retrieval Models with Relevance-Aware Online Mining. 182-194 - Anthony A. Benavides-Arce, Victor Flores-Benites, Rensso Mora Colque:
Foreground Detection Using an Attention Module and a Video Encoding. 195-205 - Mirco Planamente, Chiara Plizzari, Barbara Caputo:
Test-Time Adaptation for Egocentric Action Recognition. 206-218 - Davide Coccomini, Nicola Messina, Claudio Gennaro, Fabrizio Falchi:
Combining EfficientNet and Vision Transformers for Video Deepfake Detection. 219-229 - Pier Luigi Mazzeo, Paolo Spagnolo, Matteo Fasano, Cosimo Distante:
Human Action Recognition with Transformers. 230-241 - David Freire-Obregón, Javier Lorenzo-Navarro, Modesto Castrillón Santana:
Decontextualized I3D ConvNet for Ultra-Distance Runners Performance Analysis at a Glance. 242-253 - Antonio Buemi, Giuseppe Spampinato, Arcangelo Bruna, Viviana D'Alto:
Densification of Sparse Optical Flow Using Edges Information. 254-264 - Ujjwal Tiwari, P. Aditya Sreekar, Anoop M. Namboodiri:
Cycle Consistency Based Method for Learning Disentangled Representation for Stochastic Video Prediction. 265-277 - Mang Ning, Xiaoliang Ma, Yao Lu, Simone Calderara, Rita Cucchiara:
SeeFar: Vehicle Speed Estimation and Flow Analysis from a Moving UAV. 278-289 - Neetu Sigger, Naseer Al-Jawed, Tuan T. Nguyen:
Spatial-Temporal Autoencoder with Attention Network for Video Compression. 290-300 - Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli:
On the Evaluation of Video-Based Crowd Counting Models. 301-311 - Hiroaki Tani, Tomoyuki Shibata:
Frame-Wise Action Recognition Training Framework for Skeleton-Based Anomaly Behavior Detection. 312-323 - Vidushani Dhanawansa, Pradeepa Samarasinghe, Bryan Gardiner, Pratheepan Yogarajah, Anuradha Karunasena:
The Automated Temporal Analysis of Gaze Following in a Visual Tracking Task. 324-336 - Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella:
Untrimmed Action Anticipation. 337-348 - Andrea Ciamarra, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo:
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping. 349-361 - Liliana Lo Presti, Giuseppe Mazzola, Guido Averna, Edoardo Ardizzone, Marco La Cascia:
Depth-Aware Multi-object Tracking in Spherical Videos. 362-374 - Issa Mouawad, Francesca Odone:
FasterVideo: Efficient Online Joint Object Detection and Tracking. 375-387 - Van-Hao Le, Mathieu Delalandre, Donatello Conte:
A Large-scale TV Dataset for Partial Video Copy Detection. 388-399 - Jacob Feinland, Jacob Barkovitch, Dokyu Lee, Alex Kaforey, Umur Aybars Ciftci:
Poker Bluff Detection Dataset Based on Facial Analysis. 400-410 - Onur Çopur, Mert Nakip, Simone Scardapane, Jürgen Slowack:
Engagement Detection with Multi-Task Training in E-Learning Environments. 411-422
Special Session
- Luigi Paiano, Francesca Calabrese, Marco Cataldo, Luca Sebastiani, Nicola Leonardi:
Ship Detection and Tracking Based on a Custom Aerial Dataset. 425-436 - Matthieu Ospici, Klaas Sys, Sophie Guegan-Marat:
Prediction of Fish Location by Combining Fisheries Data and Sea Bottom Temperature Forecasting. 437-448 - Philip Herrmann, Sylvia Reissmann, Marcel Rothenbeck, Felix Woelk, Kevin Köser:
Robust Human-Identifiable Markers for Absolute Relocalization of Underwater Robots in Marine Data Science Applications. 449-460 - Patricia Schöntag, David Nakath, Stefan Röhrl, Kevin Köser:
Towards Cross Domain Transfer Learning for Underwater Correspondence Search. 461-472 - Tatiana Taís Schein, Leonardo R. Emmendorfer, Fabiano NobreMendes, Bárbara D. A. Rodriguez, Luís Pedro Melo de Almeida, Vinícius Menezes de Oliveira:
On the Evaluation of Two Methods Applied to the Morphometry of Linear Dunes. 473-479 - Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias:
Underwater Image Enhancement Using Pre-trained Transformer. 480-488
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