Session 1: Medical and Industrial Imaging
- S1.1 Lung nodules segmentation in CT scans by DeepHealth toolkit
Marco Aldinucci, Barbara Cantalupo, Iacopo Colonnelli, Marco Grangetto, Riccardo Renzulli, Enzo Tartaglione
paper, additional material
- S1.2 Machine learning for risk analysis of Urinary Tract Infection in people with dementia,
Honglin Li, Payam Barnaghi, Severin Skillman, David Sharp, Ramin Nilforooshan, Helen Rostill
paper
- S1.3 Respiratory rate estimation using a low-resolution infrared sensor array
Ouday Hanosh, Rashid Ansari, Yusuf Ozturk, A. Enis Cetin,
paper, additional material
- S1.5 Direct Motion Segmentation from Emulated Asynchronous Camera Events
Andrew C. Freeman, Ketan Mayer-Patel, Montek Singh,
paper, additional material
- S1.6 A Fully Automated Process for Semiconductor Technology Analysis through SEM Cross-Sections
Matthias Ludwig, Bernhard Lippmann, Ann-Christin Bette, Claus Lenz,
paper, additional material
- S1.7 BOE Digital Human: Visualize Your Life Data,
Nan Liu, Chuan Wang, Xinyu Miao, Hua Bai, Yunan Wang, Limin Yang, Yiming Lei, Wei Zhang, Hong Wang
paper
Session 2: Tracking, Detection and Surveillance
- S2.1 Multimodal trajectory prediction in the CARLA simulator,
Francesco Marchetti, Federico Becattini, Lorenzo Seidenari Alberto Del Bimbo
paper, additional material
- S2.2 Semantic Segmentation for Pedestrian Detection from Motion in Temporal Domain,
Guo Cheng, Jiang Yu Zheng
paper, additional material
- S2.3 Suspicious Activity Detection,
Yumna Zahid, Muhammad A. Tahir, Mohammad Samran Elahi, Mohsin Ali, and Muhammad N. Durrani
paper
- S2.4 Inter-Homines: Distance-Based Risk Estimation,
Matteo Fabbri, Fabio Lanzi, Riccardo Gasparini, Simone Calderara, Lorenzo Baraldi and Rita Cucchiara
paper, additional material
- S2.5 Autonomous Platform based on Small-Scale Car for Versatile Data Collection and Algorithm Verification,
Jakob Valtl, Javier Mendez, Manuel Pegalajar Cuellar, Vadim Issakov,
paper
- S2.6 Hardware-software Implementation of quantised Siamese Neural Networks for Energy Efficient Real-Time Object Tracking – a demo,
Dominika Przewlocka-Rus, Daniel Gacek, Tomasz Kryjak,
paper
- S2.7 Deep Learning based video analytics solutions running on board of smart cameras,
Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento,
paper
Session 3: Forensics and Biometrics
- S3.1 Scalable, Person-Agnostic Deepfake Detection In the Wild
Iacopo Masi, Kenneth Nadeau, Yash Doshi, Joe Mathai, Wael AbdAlmgaeed
paper, additional material
- S3.2 The Interplay of Speech and Lip Movements
Prajwal K R, Rudrabha Mukhopadhyay, Sindhu Hegde, Vinay Namboodiri, C.V. Jawahar
paper, additional material
- S3.3 DeepFake Cracker: a novel tool for deepfake video detection
Irene Amerini, Luca Maiano, Roberto Caldelli, Leonardo Galteri, Alberto del Bimbo
paper
- S3.4 Silhouette Body Measurement Benchmarks,
Song Yan, Johan Wirta, Joni-Kristian Kamarainen,
paper, additional material 1, additional material 2
- S3.5 Cross-modal, Cross-domain Biometric Systems
Ali Akbari, Ammarah Farooq, Syed Safwan Khalid, Chiho Chan, Junaid Awan, Zhenhua Feng, Tiangyang Xu, Soroush Fatemifar, Lei Ju, Muhammad Awais, Josef Kittler
paper
- S3.6 Children’s Online Arabic Handwriting Quality Evaluation & Analysis
Hanen Akouaydi, Yahia Hamdi, Houcine Boubaker, Adel M. Alimi,
paper, additional material
- S3.7 Pipeline for XAI based Automatic Audio Call Audit
Upasana Tiwari, Rupayan Chakraborty, Sumit Divolia, Sunil Kumar Kopparapu
paper, additional material
Session 4: Machine Learning and Multimedia
- S4.1 TimeAtlas – a Time Series Data Manipulation Tool for Python
Fredéric Montet, Lorenz Rychener, Jean Hennebert, Jean-Philippe Bacher
paper
- S4.2 Structured Sparsity on Embedded Devices
Enzo Tartaglione, Gianmarco Nuzzarello, Andrea Bragagnolo and Marco Grangetto
paper, additional material
- S4.3 XPlainIT – A demonstrator for explaining deep learning models trained over structured data
Susan Mckeever, Ihsan Ullah, Andre Rios
paper, additional material
- S4.4
From Tinkering to Engineering: Measurements in Tensorflow Playground
Axel Harstad, Henrik Hoeiness, Gerald Friedland
paper
- S4.5 Two Demonstrations of the Machine Translation Applications to Historical Documents
Miguel Domingo and Francisco Casacuberta
paper
- S4.5 Two Demonstrations of the Machine Translation Applications to Historical Documents
Miguel Domingo and Francisco Casacuberta
paper
- S4.6 Data Collection for Contextual and Visual Question Answering in the Cultural Heritage Domain
Francesco Vannoni, Pietro Bongini, Federico Becattini, Andrew David Bagdanov, Alberto Del Bimbo
paper
- S4.7 Creating automatic storytelling videos from still images: a semantically-aware approach
Ines N. Teixeira, Paula Viana, Maria Teresa Andrade, Pedro Carvalho†, Luìs Vilac, Jose Pedro Pinto , Tiago Costa, Stamatis Rapanakis, Pieter P. Jonker
paper
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