Workshop on Stochastic Geometry and Big Data

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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.

 

The workshop will be held in between the Ph.D. thesis defense of Seong-Gyun Jeong on Curvilinear structure modeling and its applications in computer vision which will take place on November 23rd 2015 at 14:30 in room Amphithéâtre Morgenstern and the Ph.D. thesis defense of Paula Craciun on Stochastic geometry for automatic object detection and tracking in remotely sensed image sequences scheduled on November 25th 2015 at 10:30 in room Euler Violet. All participants to the workshop are kindly invited to attend these two events complementary to the workshop.

 

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 .

Program

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)

Registration

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 .