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Real-Time Ultrasound Thermography and Thermometry

This article describes the basic principles of ultrasound thermography (UST) and its real-time implementation using graphics processing unit (GPU)-enabled software architecture. In medicine, the term thermography is mostly associated with heat-sensing infrared cameras for recording surface temperature changes. In this article, we use this term to describe the qualitative noninvasive imaging of tissue temperature change using any imaging modality. Examples of these modalities include microwave radiometry, magnetic resonance imaging (MRI), US imaging, and photoacoustic tomography.

Wireless Digital Communication Technologies for Drilling: Communication in the Bits/s Regime

Drilling is the riskiest activity in the oil-field exploration and development stage. Real-time measurements are needed to monitor drilling conditions to keep it in the safe operating envelope, guide the drilling system into the most productive zones, and provide information for further stages in the completion of the well. In this article, we describe digital communication systems for drilling, including data transmission and data compression. We begin by describing data transmission techniques used for two systems: mud-pulse telemetry (MPT) and electromagnetic (EM) telemetry.

Subsurface Exploration: Recent Advances in Geo-Signal Processing, Interpretation, and Learning

For centuries, humans have been exploring the subsurface structure of planet Earth. Several Earth geophysical applications, such as mining, earthquake studies, and oil and gas exploration, have driven research that produced, over the years, ground-breaking theories and innovative technologies that image Earth’s subsurface. The pursuit is ongoing with an increasing desire to have higher-resolution subsurface models and images. Signal processing, data interpretation, and modeling have been the cornerstones of such innovations.

Signal Processing Supports a New Wave of Audio Research

Spatial and immersive audio mimics real-world sound environments

In an era of ubiquitous video, audio is often relegated to a secondary role. Yet electronic audio in all of its various forms is now staging a strong comeback as listeners, increasingly dissatisfied with the output of highly compressed audio files and streams, seek higher sound quality on all types of fixed and mobile platforms.

Post Doc position: Integrating Models of Vision, Knowledge and Language

Post Doc position: Integrating Models of Vision, Knowledge and Language
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(computer science, computational linguistics, physics or similar)

Statistical models of natural language so far have only considered the preceding words as a context. We would now like to generalize this to include also knowledge from images or data bases. To this end, suitable neural network architectures will be explored and their properties analysed. Alternative machine learning based approaches will also be considered.