First International Workshop on Artificial Intelligence for 3D Bigdata Processing (AI3D)
First International Workshop on Artificial Intelligence for 3D Bigdata Processing (AI3D)
Co-located with IEEE AIKE 2018, Laguna Hills, California, USA, September 26-28, 2018
Artificial intelligence (AI) has the potential to take the 3D Bigdata processing into hypergrowth. Recently, 3D indoor mapping systems, terrestrial mobile mapping systems (MMS) and airborne LiDAR systems are capable of collecting terabytes of data (including images and point clouds) in a single scan or on a single trip. Existing approaches and tools lack the efficient management, processing and analysis of 3D Bigdata and the construction of 3D maps. The solution to this problem lies in the use of Artificial Intelligence to redefine the workflow. This workshop focuses on the use of Artificial Intelligence and deep learning to improve the processing, management and analysis of 3D Bigdata and its use in the 3D mapping.
Topics of Interest
A list of topics of interest includes but is not limited to:
- AI and the 3D scanning technologies and devices
- Use of AI in 3D view registration and surface modeling
- Intelligent LiDAR data processing, management and analysis
- AI based object detection from point cloud and images
- Supervised/Unsupervised object annotation in 3D data
- 3D Bigdata architectures
- 3D Bigdata cleaning, compression and integration
- Distributed, parallel and peer-to-peer approaches to index, search and process 3D Bigdata
- 3D Bigdata visualization and analytics
- 3D Bigdata applications
Key Dates
- Paper submission deadline:
July 20, 2018August 05, 2018 - Notification of acceptance:
August 20, 2018August 25, 2018 - Camera ready deadline:
August 26, 2018August 31, 2018 - Workshop date: September 26, 2018