CDCEO 2022: 2nd Workshop on Complex Data Challenges in Earth Observation Vienna, Austria, July 23-25, 2022 |
Conference website | https://www.iarai.ac.at/cdceo22 |
Submission link | https://easychair.org/conferences/?conf=cdceo2022 |
Submission deadline | May 31, 2022 |
The Big Data accumulating from remote sensing technology in ground, aerial, and satellite-based Earth Observation (EO) has radically changed how we monitor the state of our planet. The ever-growing availability of high-resolution remote sensing data increasingly confronts researchers with the unique machine learning challenges posed by characteristic heterogeneity and correlation structures in these data.
In this workshop we will bring together leading researchers from both academia and industry across diverse domains of AI, including experts from AI, big data, remote sensing, computer vision, spatio-temporal data processing, geographic information systems, and weather and climate modelling, as well as other scientists or engineers with a general interest in the application of modern data analysis methods within the EO domain.
This workshop is organised as a physical meeting and is part of IJCAI-ECAI 2022, the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence.
Submission Guidelines
Authors are invited to submit original papers presenting research, position papers or papers presenting research in progress that have not been previously published, and are not being considered for publication elsewhere. Blind reviewing process performed by members of the Program Committee will be applied to select papers based on their novelty, technical quality, potential impact, clarity, and reproducibility.
Workshop papers will be included in a Workshop Proceedings published by http://ceur-ws.org/. Papers must be formatted in CEUR two column style guidelines. The page limit is 4 – 6 pages plus references.
At least one of the authors of the accepted papers must register for the workshop for the paper to be included into the workshop proceedings.
Please use the following link to submit your contribution.
List of Topics
The workshop invites advanced applications and method development in image and signal processing, data fusion, feature extraction, meta learning, and many more. The topics covered by the workshop theme include but are not limited to:
- Trustworthy AI for Earth observation
- Physics-informed machine learning for Earth observation
- Human-in-the-loop Earth observation data analysis
- Edge AI for Earth observation
- Vision and language for Earth observation
- Fairness and accountability in Earth observation data analysis
- Spatio-temporal data processing and analysis
- Multi-resolution, multi-temporal, multi-sensor, and multi-modal Earth observation data fusion
- Machine learning for weather and climate research
- Deep learning and its applications to, e.g., semantic segmentation, scene classification, and feature extraction
- Meta learning, including transfer learning, few-shot learning, and active learning
- Integration and aggregation of complementary remote sensing measurements
- Benchmark datasets with applications to Earth Observation
Important Dates
- Submission starts: April 1st, 2022
- Workshop paper submission deadline: May 31st, 2022; 23:59
- Notification of paper acceptance: June 15th, 2022
- Camera-ready paper submission deadline: June 30th, 2022; 23:59
- Workshop date: July 23-25th, 2022 (exact date TBD)
All deadlines are Central European Time (CET), UTC+1, Paris, Brussels, Vienna.
Committees
Organizing Committee
- Pedram Ghamisi, Helmholtz-Zentrum Dresden-Rossendorf, Germany and Institute of Advanced Research in Artificial Intelligence, Austria
- Aleksandra Gruca, Silesian University of Technology, Poland
- Naoto Yokoya, University of Tokyo, Japan; RIKEN Center for Advanced Intelligence Project, Japan
- Jun Zhou, Griffith University, Australia
- Caleb Robinson, Microsoft AI for Good Research Lab, Redmond, USA
- Fabio Pacifici, Maxar Technologies
- Pierre-Philippe Mathieu, European Space Agency Φ-lab, Italy
- Sepp Hochreiter, Institute of Advanced Research in Artificial Intelligence, Austria
Steerming Committee
- Pedram Ghamisi, Helmholtz-Zentrum Dresden-Rossendorf, Germany and Institute of Advanced Research in Artificial Intelligence, Austria
- Ioannis Giannopoulos, Technical University of Vienna Austria
- Michael Kopp, Institute of Advanced Research in Artificial Intelligence, Switzerland
- David Kreil, Institute of Advanced Research in Artificial Intelligence, Austria
Program Committee
- Mohammad Awrangjeb, Griffith University, Australia
- Shizhen Chang, Institute of Advanced Research in Artificial Intelligence, Austria
- Leyuan Fang, Hunan University, China
- Omid Ghorbanzadeh, Institute of Advanced Research in Artificial Intelligence, Austria
- Wei He, Wuhan University, China
- Danfeng Hong, Aerospace Information Research Institute, CAS, China
- Andrzej Kucik, European Space Agency, Italy
- Manil Maskey, National Aeronautics and Space Administration, USA
- Claudio Pressello, University of Twente, The Netherlands
- Behnood Rasti, HZDR, Germany
- Bertrand Le Saux, European Space Agency Φ-lab, Italy
- Rochelle Schneider, European Space Agency Φ-lab, Italy
- Rongjun Qin, The Ohio State University, USA
- Martin Werner, Technical University of Munich, Germany
- Junshi Xia, RIKEN, Japan
- Fengchao Xiong, Nanjing University of Science and Technology, China
- Yonghao Xu, Institute of Advanced Research in Artificial Intelligence, Austria
Venue
The workshop is a part of IJCAI-ECAI 2022 conference. The conference venue is Messe Wien Exhibition and Congress Center, which is one of the most modern exhibition and conference centres.
- Messe Wien
- Hall B, entrance Congress Center
- Messeplatz 1
- A-1020 Vienna
- Metro stop U2 “Messe Prater”
Please find more information about the conference venue here: https://ijcai-22.org/venue/
Contact
All questions about submissions and the workshop particpation should be emailed to: cdceo@iarai.ac.at