** Following the success of the previous editions of the #CoSeRa workshop, we are pleased to announce the 6th International Workshop on the "Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging" (#CoSeRa2024).

It will be held in Santiago de Compostela (Spain) on September 18-20, 2024. The aim of CoSeRa is to explore computational sensing, the joint design of sensing hardware and reconstruction algorithms both from the theory and the application perspective.

#CoSeRa2024 will bring together researchers on the mathematical foundations of computational sensing and imaging with engineers applying these paradigms to radar and other types of sensing and imaging. Thus, contributions studying computational sensing theory are equally welcome as those exploring the paradigm in various applications.


** Keynote Speakers:
•Fauzia Ahmad (Temple University, USA)
•Mahdi Soltanolkotabi (University of Southern California, USA)
•Sabine Süsstrunk (EPFL, Switzerland)
•Ricardo Carmona Galán (CSIC-Universidad de Sevilla, Spain)


** CoSeRa 2024 will provide an excellent forum for exchanging information and discussion on a wide variety of topics. If you want to contribute to the workshop by presenting a topic of your area of expertise, feel free to submit your paper on, but not limited to, the following topics:

+ Fundamentals, mathematical aspects, concepts and algorithms of computational sensing including topics such as:
-Compressed sensing and sparse modeling
-Low-rank models and low-rank matrix recovery
-Low-rank + sparse models
-Matrix and tensor decompositions
-Sampling theory and its role for sensing designs
-Theory of high-dynamic range sensing
-Machine-learning based methods in unified sensing pipelines
-Dictionary learning
-Nonlinearities in sensing designs (quantization, saturation, …)

+ Applications of computational sensing to:
-Radar systems (SAR and ISAR imaging, MIMO, waveform design, …)
-Imaging radar (SAR, ISAR),
-THz imaging and material analysis,
-Digital optics, time-resolved imaging (ToF depth imaging, ultrafast photography), hyperspectral imaging, microscopy
-Ultrafast imaging
-Systems for medical diagnostics (CT, MRT, X-ray, ultrasonography)
-X-ray crystallography,
-Acoustic systems, microphone arrays, SONAR systems,
-Radio astronomy
-Photoacoustic imaging

+ System design and hardware for computational sensing:
-Analog to information converters
-Sampling strategies, sparse array design
-A/D-converter design

+ Application of matrix decomposition and tensor-based techniques for sensor systems:
-Blind deconvolution, blind calibration
-Separation of foreground and background, change detection

+ Quality evaluation:
-Estimation based on compressed sensing and the CRB
-Evaluation of super-resolution
-Off-grid evaluation
-Detection probabilities


** Submissions:

-ALL submissions must be made on-line from the submission site.
-If you are making multiple submissions, you only need to create one web account.

Paper Specification:
-Papers must be written in English using the template which can be found here
-Paper Length: Maximum 5 pages, including text, figures and references
-Paper Size: US Letter (8.5″ x 11″) or A4 (210mm X 297mm)
-Ponts: Embed ALL fonts in your PDF file. Avoid the use of Type 3 fonts
-File Format: Adobe PDF (.pdf)
-Allowed File Size: 10 MB
-Do NOT page number your paper
-Do NOT apply security settings to your PDF file.

· Note: Deviations from the above paper specifications could impede the review of your paper and result in rejection.


https://cosera2024.com/
https://www.linkedin.com/showcase/cosera-2024/