Computational Imaging

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Postdoctoral Scholar

A postdoctoral scholar position with a focus on applications of machine learning in cardiac MRI. Details can be found at:

https://recruit.ap.uci.edu/JPF05862

Tomographic SAR Reconstruction (ESR8)

Applying tomographic SAR inversion using compressive sensing is well established in the SAR community. In contrast to state of the art approaches applied to satellite data novel CS reconstruction approaches combining sparsity with prior information will be researched and implemented. We intend to use high resolution airborne data sets from FHR and later, from our own sensor platform. The data is superior to satellite data concerning resolution und SNR. The main goal is the evaluation of the used CS methods for remote sensing 3-D imaging.

PhD Position in Efficient Very-Wide-Area ToF 3D Sensing by Means of Adaptive Compressive Sensing

A question that naturally arises in active sensing systems, such as ToF systems, is how much volume can be sensed with a given power budget, and how this can be extended by means of some more intricate sensing scheme. The main objective of this project is the development of a very-wide-area ToF 3D sensing system which has to be outstandingly efficient regarding the power consumption. To attain such an ambitious goal we propose bringing compressive sensing into the game and using recently proposed adaptive methods for constructing close-to-optimal binary sensing matrices.

PostDoc/Research Scientist: Qingdao University, China

The Institution for Future is a newly established department in Qingdao University, nestling under the mountain and beside the sea in the beautiful coastal city of Qingdao. We have millions of funding and now seeking for some teammates who wish to lead the future with us. The following five labs are opening for candidates at all ranks (Post-Docs, assistant, associate, and full professor):

Postdoc in the area of Computer Vision and Deep Learning at INRIA Sophia Antipolis, France

Open Position: 1 Postdoc in the area of Computer Vision and Deep Learning at INRIA Sophia Antipolis, France
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The position is offered within the frameworks of the prestigious grant INRIA - CAS *FER4HM* "Facial expression recognition with application in health monitoring" and is ideally located in the heart of the French Riviera, inside the multi-cultural silicon valley of Europe.

Postdoctoral Research Grant

Lightfields Rendering and Representation.  The EmergIMG project results from a Portuguese consortium that targets to design a common framework for the representation and quality assessment of emerging imaging modalities, including lightfields and holographic imaging. This consortium aims to boost an international impact in terms of research and standardization.

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