The Ayin team at INRIA is delighted to host an international workshop on Stochastic Geometry and Big Data. The workshop will be held on November 24th, 2015 at INRIA Sophia Antipolis Méditerranée, France.
The workshop is open to the public and provides a great networking opportunity for individuals involved or interested in stochastic geometry and big data analysis with applications in computer vision and image processing. The workshop focuses on point processes, spatial stochastic fields, Bayesian theory and data mining methods applied to curvilinear structure reconstruction, multiple target tracking, change detection or image segmentation and classification.
Due to the recent events in Paris, for security reasons all participants should enter through the main entrance to obtain a mandatory visitor badge. A security check will be performed on site. Only registered participants and INRIA employees will be able to attend the workshop.
We hope you will join us on November 24th in the room Euler violet .
09:00 – 09:45 Welcome address and breakfast (Coffee, tea, pastries)
09:45 – 10:45 Prof. Pascal Fua, École Polytechnique Fédérale de Lausanne, Switzerland :
Using Machine Learning Techniques to Reconstruct Complex Curvilinear Structures (pdf)
10:45 – 11:45 Prof. Tamás Szirányi, MTA Sztaki and Univ. of Technology and Economics Budapest, Hungary :
Segmentation of Remote Sensing Images Using Fusion-MRF Model (pdf)
11:45 – 12:45 Prof. Alfred M. Bruckstein, Technion – Israel Institute of Technology, Haifa, Israel :
Sparsity Based Methods for Overparameterized Variational Problems (pdf, paper)
12:45 – 14:00 Lunch break
14:00 – 15:00 Prof. Daniela Zaharie, West University of Timișoara, Romania :
Scalability of Population-based Stochastic Metaheuristics (pdf)
15:00 – 17:00 Dr. Mathias Ortner, Airbus D&S and IRT Saint Exupéry, Toulouse, France :
Satellite Image Processing Facing Big Data Revolution (pdf)
Cancelled: Prof. Ba-Ngu Vo, Curtin University, Perth, Australia :
Multi-object System: A Stochastic Geometric Approach
(This presentation is cancelled due to the recent events in Paris)
Cancelled: Prof. Michel Schmitt, Institut Mines-Telecom, Paris, France :
Models for Random Sets
(This presentation is cancelled due to personal reasons)
The registration is free, but mandatory. A free lunch is provided on-site for all registered participants. Please register for the workshop here . Registration will remain open until the 17th November 2015 .