Second International Workshop on

Artificial Intelligence for 3D Big Spatial Data Processing

(AI3D 2019)

Co-located with IEEE ISM 2019, San Diego, California, USA, December 9-11, 2019

** Detail Program (link) **

The AI3D 2019 workshop is intended to provide a common forum for researchers, scientists, engineers, and practitioners throughout the world to present their latest research findings, developments, and applications in the area of Artificial Intelligence for 3D Big Spatial Data Processing. Recent advances in laser technology has resulted in the generation of a massive amount of 3D spatial data. The 3D spatial data offer a useful source of information for natural resource management, urban panning, autonomous driving, etc. Artificial intelligence (AI) has the potential to take the 3D spatial data processing into hyper-growth. 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 spatial data. The solution to this problem lies in the use of Artificial Intelligence and Deep Learning 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 Big Spatial data. The workshop aims at providing a platform to the group of researchers working in this direction to share their work, exchange ideas, and solve research problems.

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
  • Point cloud data processing and analysis
  • 3D modeling and depth image processing
  • Spatio-temporal data processing and analysis
  • Geo spatial data processing and analysis
  • Distributed, parallel and peer-to-peer approaches to index, search and process 3D Big spatial data
  • AI based object detection from point cloud and images
  • Supervised/Unsupervised object annotation in 3D data
  • Point cloud data indexing and querying
  • 3D Big spatial data architectures
  • 3D Big spatial data visualization and analytics
  • 3D Big spatial data cleaning, compression and integration
  • Geographic Information Retrieval
  • Indoor and outdoor mapping
  • 3D mapping
  • Urban Planning
  • Spatial data applications
  • User Interfaces and Visualization

Key Dates

  • Paper submission deadline: September 23, 2019 -> September 30, 2019, 11:59pm, AoE
  • Notification of acceptance: October 21, 2019, 11:59pm, AoE
  • Camera ready deadline: October 31, 2019, 11:59pm, PST
  • Workshop date: December 9, 2019

AI3D 2019 Special Journal Issues

Accepted and presented papers at AI3D2019 will be considered for publication in Special Issues of the International Journals. Authors of the selected AI3D 2019 workshop papers will be invited to submit their work with further revision and extension to the special issues of the following journal:

Sensors (Special Issue for AI3D 2019)

The sensors is an Open Access journal with High Visibility (indexed by the Science Citation Index Expanded, MEDLINE, Ei Compendex, Inspec and Scopus) and High Impact Factor (3.031 (2018) ; 3.302 (5-Years)).

Click here for further information on the special issue.

Remote Sensing (Special Issue for Data Science, Artificial Intelligence and Remote Sensing)

The remote sensing is an Open Access journal with High Visibility (Science Citation Index Expanded, Scopus, Ei Compendex, and others) and High Impact Factor (4.118 (2018) ; 4.750 (5-Years)).

Click here for further information on the special issue.