Conference Overview
Scientific and technological advances during the last decade in the fields of image acquisition, data processing, telecommunications, and computer graphics have contributed to the emergence of new multimedia, especially 3D digital data. Modern 3D imaging technologies allow for the acquisition of 3D and 4D (3D video) data at higher speeds, resolutions, and accuracies. With the ability to capture increasingly complex 3D/4D information, advancements have also been made in the areas of 3D data processing (e.g., filtering, reconstruction, compression). As such, 3D/4D technologies are now being used in a large variety of applications, such as medicine, forensic science, cultural heritage, manufacturing, autonomous vehicles, security, and bioinformatics. Further, with mixed reality (AR, VR, XR), 3D/4D technologies may also change the ways we work, play, and communicate with each other every day.
In 2024, the 3DIA conference seeks high-quality abstracts and paper presentations featuring novel research and applications in the broad areas of 3D/4D acquisition, processing, machine learning, transmission, visualization, analysis, and interaction. In particular, the combination of 3D capture, telepresence, and streaming to comprise the digital human experience is of interest. Both research that describes scientific advances in these areas and research that describes applications of these areas is invited. Given the accelerated rate of adoption of 3D technologies in a wide array of fields and applications, academic researchers and industrial experts alike are welcome to take part in this conference and its discussions.
2024 Conference Topics
Related to data
- 3D/4D, and multimodal imaging systems
- 3D/4D acquisition devices and methodologies
- 3D/4D imaging metrology
- 3D/4D data preprocessing and filtering
- Machine learning and AI-enabled 3D imaging, processing
- Multi-view data integration
- Representations: models, tools for transformation, simplification
- Analysis: feature extraction, segmentation, classification, pattern recognition
- 3D shape indexing and retrieval
- 3D encoding, compression
- Security: encryption, watermarking
- Scene analysis: from 2D views to 3D reconstruction and interpretation
- 3D scene or model reconstruction from video, standard cameras, or time-of-flight cameras
- Quality assessment
- 3D printing: protect 3D models, extracting watermark from printed model
- Hardware/software implementations
- Graphics processing unit (GPU) assisted 3D acquisition, processing, visualization
- Machine learning enabled 3D imaging, processing
For application domains
- Multimedia services
- Computer aided design (CAD)
- Cultural heritage
- Computer graphics, gaming
- Tourism (e.g., virtual museum tours)
- Medical imaging and analysis
- Machine vision
- Geographical information systems (GIS)
- 3D imaging technology
- 3D printing
- 3D visualizations, displays
- Virtual reality
- Augmented reality
- Telepresence
- 3D digital humans
- Forensic science
- Autonomous vehicles
- Additive manufacturing
- Medicine and telemedicine (telehealth)
2024 Special Sessions
TBA
Awards
Best Paper Award
Best Student Paper Award
Past winners
| 2022 |
Best Paper
Joao Prazeres, Manuela Pereira, and Antonio Pinheiro, Universidade da Beira Interior (UBI) and Instituto de Telecomunicacoes (Portugal) for their work on "Quality analysis of point cloud coding solutions." |
| 2020 |
Best Paper
Alexandre Fenneteau, Pacal Bourdon, David Helbert, Christine Fernandez-Maloigne, and Christophe Habas (Quinze Vingts Hospital, University of Poitiers, I3M, Common Laboratory CNRS-Siemens, University and Hospital of Poitiers, Poitiers University Hospital) for their work on "Learning a CNN on multiple sclerosis lesion segmentation with self-supervision." |
| 2020 |
Best Student Paper
Matthew Finley (University of Iowa) for his work titled, "Variable precision depth encoding for 3D range geometry compression." |
| 2016 |
Best Paper
Ricardo R. Garcia and Avideh Zakhor (University of California, Berkeley) for their work on "Markerless motion capture with multi-view structured light." |
2024 Committee
Conference Chairs
William Puech, Laboratory d’Informatique de Robotique et de Microelectronique de Montpellier (France)
Robert Sitnik, Warsaw University of Technology (Poland)
Tyler Bell, University of Iowa (United States)
Program Committee
Silvia Biasotti, Consiglio Nazionale delle Ricerche (Italy)
Florent Dupont, University Claude Bernard Lyon 1 (France)
Frédéric Payan,University of Nice Sophia Antipolis - I3S Laboratory, CNRS (France)
Stefano Tubaro, Politecnico di Milano (Italy)