Fraunhofer Institute for Computer Graphics Research IGD
Fraunhofer Institute for Computer Graphics Research IGD

Program

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Time   Title Responsible
13:00   Registration  
14:00 WISHWell’2025 - 14th International Workshop on Intelligent Environments Supporting Healthcare and Well-being Opening  
14:10 Keynote: Empowering Autonomy at Home: DIY Cognitive Assistance in Smart Homes Sylvain Giroux
14:40 Depth cameras for frailty assessment: a dataset for automatic balance tests evaluation Mario Quinde
15:00 On the Opportunities and Risks of Generative AI in Mental Health Shweta Premanandan
15:20 Coffee Break  
15:50 Towards Mobile Deep Venous Function Assessment: An Algorithmic Approach Vincent Abt
16:10 Towards a Unified Architecture for Remote Patient Monitoring Giovanni Donato Gallo
16:30   Fraunhofer IGD Demo Tour  
17:50   Welcome Reception  
19:50   End  
paralell:      
14:00 Tutorial Tutorial on Explainable and Robust AI for Industry 4.0 & 5.0 (X-RAI) Sepideh Pashami, Grzegorz J. Nalepa, Joao Gama, Rita P. Ribeiro

Time Duration   Title Paper ID Responsible
08:30 60   Registration    
09:30 10 WORIE’25
14th International Workshop on the Reliability of Intelligent Environments		 Opening    
09:40 20 Keynote: Privacy Preserving in Edge Intelligence: Evaluation and Insights   Bahman Javadi
10:00 20 Rule-Based Adaptive Energy Optimization for Neural Network-Based Energy-Efficient Transmission in Intelligent Systems   David Emmanuel
10:20 20 Quality Model Tool for Intelligent Environments: Initial Findings from a Literature Review   Mrinal Sharma
10:40 35 Coffee Break    
11:15 20 Keynote: Accurate and Cost-Scalable Visual-Geometric Matching for indoor IoT Services   Junji Takahashi
11:35 20 CAWN: Calibration-less Wi-Fi Sensing with NeRF   Natsumi Yoda
11:55 20 Middleware for Assisted Living Homes (MiddAALware),    Omer Faruk Kacar
12:15 75   Lunch Break    
13:30 10 ALLEGET’25
5th International Workshop on Artificial Intelligence and Machine Learning for Emerging Topics		 Opening   Andrés Muñoz
13:40 20 From ambient to space and back. . . with a little help from machine learning   Bogdan Ruszszak
14:00 20 The Role of semantic Models in constraining Pattern Recognition in Modern AI Systems   Felix Schaller
14:20 20 Vertical Projected Area Measurement Method Using Semantic Segmentation for Crop Growth Prediction   Rintaro Ito
14:40 30 Coffee Break    
15:10 20 Leveraging Artificial Intelligence to Forecast Bird Sightings and its Visualization with Augmented Web Technologies   Paula García-Tapia-Mateo
15:30 20 Configuring the transformer-based electricity market predictions using ant colony optimization   Bogdan Ruszszak
15:50 20 Reinforcement Learning in de novo Molecular Design: Comparative Review of REINVENT 4, MolDQN, and ORGANIC   Arjun Subramanian
16:10   End    
paralell:          
11:15 ± 60 Tutorial Which Missing Feature Should I Acquire If My Data Is Streaming? – An Introduction to Active Feature Acquisition on Data Streams   Christian Beyer
13:30   Tutorial Introducing a Quality Enhanced Process for Developing Intelligent Environments   Aditya Santokhee

Time Duration   Title Paper ID Responsible
08:00 60   Registration    
09:00 15   Opening    
09:15 60   Keynote I: Role of Edge Computing in Age of Machine Learning and Resource Constraints   Klara Nahrstedt
10:15 30   Coffee Break    
10:45 20 Edge- and LLM-Enabled Technologies The Meliferea chatbot: Harnessing large language models to interact with geoanalytical services using natural human language 39 Andreas Kamilaris
11:05 20 Integrated Underwater Data Transmission and Object Detection System Using TinyML and Multi-Hop Networks 57 Shahedul Haque Laskar
11:25 20 Leveraging Edge Resources for Indoor Localization for Improved Accuracy 49 Naga Nandini Devi Meka
11:45 20 Understanding Human Behavior Exploring Tradeoffs of Annotation Cost and Model Accuracy with Contrastive Learning for Yoga Pose Classification 69 Zolboo Damiran and Keiichi Yasumoto
12:05 20 Human Activity Recognition in Smart Homes Using IMU Wristbands: A Comparative Study of Sampling Strategies and Machine Learning Models 68 Nada Chabih
12:25 20 Improving Sleep Quality Classification Through Synthetic Sensor-Based Medical Data Generation 13 Silvia Maria Massa
12:45 60   Lunch Break    
13:45 60   Keynote II: An innovative space communication system for expanding CPS into space   Sumi Morioka
14:45 30   Coffee Break    
15:15 20 Intelligent Healthcare Systems AI-Driven Differential Diagnosis: Leveraging RAG and LLMs in Intelligent Healthcare Systems 50 Simone Pinna
15:35 20 Parkinson’s Disease Freezing of Gait (FoG) Symptom Detection Using Machine Learning from Wearable Sensor Data 42 Mahmudul Hasan
15:55 65   Orga Time    
17:00 120   Guided Tour     
19:00 180   Gala Dinner    
22:00     End    

Time Duration   Title Paper ID Responsible
08:00 60   Registration    
09:00 10   Opening    
09:10 60   Keynote III: Scalable and Energy-Efficient Distributed Machine Learning   Dirk Kutscher
10:10 30   Coffee Break    
10:40 20 Technologies for Smart Cities Supporting Energy Consumption Prediction: A Sustainable Approach 53 Zahra Ziran
11:00 20 Detecting Noise Pollution through a Spatio-temporal Deep Learning Model: A Case Study of Barcelona 7 Marc Semper, Manuel Curado and José Francisco Vicent
11:20 20 Cost-effective ADAS for inter-vehicle distance estimation using computer vision and deep learning 67 Gabriel Guerrero-Contreras
11:40 20 Explainable Artificial Intelligence for Audio-based Detection of Emergency Vehicles 17 Sara Balderas-Díaz
12:00 15 Doctoral Colloquium SPUR: Enhancing Cyclist Safety through Digital City Twins – A Data-Driven Infrastructure Planning and VR Simulation Approach 26 Michael Disser
12:15 15 Design of Immersive Environments to Enhance Learning for People with Disabilities 47 Camilla Poggianti
12:30 15 ACCESS: Accessibility to Clinical Care for People with ASD through Anxiety Management 48 Elisa Salatti
12:45 60   Lunch Break    
13:45 20 Agriculture and Wildlife Forecasting Sterility Mosaic Disease in Pigeonpea Using Dynamic Bayesian Networks and 3D Point Cloud High-throughput Scanning Platform 28 Vojtech Mikes
14:05 20 Protecting Endangered Birds with Edge-AI: Real-Time Detection of Invasive Cats in Natural Parks 22 José M. Cecilia
14:25 20 Effectiveness of bird species identification using Birdnet: Case study at the La Mata coastal lagoon 6 Carlos Calafate
14:45 20 Evaluation of time-series models for evapotranspiration prediction in smart agriculture 21 Virginia Casino Sánchez
15:05 30   Coffee Break    
15:35 15 Short Paper Session Improving Multi-Camera View Recommendation with Temporal and Camera Embedding 8 Kuan-Ying Lee
15:50 15 Collaborative Lightweight LLM Agents for Daily Activity Summarization on Edge Devices 56 Hirozumi Yamaguchi
16:05 15 An Intelligent System for Healthcare Service Logging in a Medium-Sized Language 55 Maj Smerkol and Gizem Gültekin-Várkonyi
16:20 15 CNN-Swin Backbones in Radar Object Detection for Autonomous Vehicles using Raw ADC Signals 70 Javad Alirezaie
16:35 30   Awards and Closing    
17:05     End