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IK4 Doctorados

 

VICOMTECH

Applied research centre in Computer Graphics, Visual Computing and Multimedia Technologies.

 
DOCTORAL OFFERS

VICOMTECH

 

Biomedical language processing

VICOMTECH

START: 10/2016

OPEN
The medical and the clinical research community creates, manages and uses a wide variety of text documents, both structured and non-structured. In order to carry out clinical research, to improve patient care levels and to easily evaluate results of treatments, it is necessary to access the content of said documents - ideally, automatically. Knowledge in non-structured text documents (e.g. pathology reports, clinical notes) is basic to achieve these objectives. Biomedical language...

OBTAINING DOCTOR DEGREE: 10/2019


Speech and natural language technologies

Natural language processing

 

Monocular ego-motion for automatic drone navigation

VICOMTECH

START: 10/2016

OPEN

This thesis aims to design and develop computer vision techniques that makes an UAV (unmanned aerial vehicle) or flying drone to determine its own position with respect to the world around in order to enable navigation routines. Single camera set-ups will be used for their increased value in applied business models. 

 

OBTAINING DOCTOR DEGREE: 10/2019


Intelligent Transport System and Engineering

Advance Computer Vision for Robotics

 

Massive parallel programming of Advanced Driver Assistance Systems for embedded devices

VICOMTECH

START: 10/2016

OPEN

This thesis deals with the challenge of putting computer vision algorithms into embedded devices, making use of GPU capabilities (such as NVIDIA CUDA programming, Caffe Deep Learning models, etc.) related to Advanced Driver Assistance Systems (ADAS) such as automatic parking, automatic breaking, lane following, etc.

OBTAINING DOCTOR DEGREE: 10/2019


Intelligent Transport System and Engineering

Embedded solutions

 

Image processing and Computer Vision

VICOMTECH

START: 10/2016

OPEN
Vicomtech has a research line based on image characterisation through Trace Transform from both global and local point of view. Nowadays there are two doctoral thesis for the analysis of the mentioned method. These works have identified future research lines which could move ahead with the comprehension and enhancement of the extension of the DITEC algorithm. In particular:•    Analysis of different functions and its effects in the geometrical or semantic characterisation.

OBTAINING DOCTOR DEGREE: 10/2019


Digital Media & Broadcasting Technologies

Image characterisation through the extraction of global characterisation.

 

Computer vision applied to industry

VICOMTECH

START: 10/2016

OPEN
Vicomtech-IK4 has a research line for the development of non-destructive mechanisms of non-contact metrology. In particular, there is a research line based on 3D computer vision systems for geometry reconstruction, alignment, evaluation and comparison. The research work has various open lines such as:  Fast reconstruction methods based on structured-light images.  Development of new mechanisms of geometric alignment through 3D descriptors.   Development...

OBTAINING DOCTOR DEGREE: 10/2019


Industry and Advanced Manufacturing

Computational geometry

 

Data acquisition, management, analysis and exploitation generated by industrial plant sensors for process monitoring and optimisation.

VICOMTECH

START: 10/2016

OPEN

The doctoral project will research applications related to data fusion from multiple sensors, with the aim of monitoring the state of several processes and equipment and/or tools.

The project will provide several research activities including algorithm design and development for data collection from PLC, development of related systems and application of technology for industrial data transfer such as OPC-UA or MTConnect.

OBTAINING DOCTOR DEGREE: 10/2019


Industry and Advanced Manufacturing

Information Management, Industrial Connectivity and Data Analytics.

 

Global management and exploitation of knowledge of the industrial plant models following BIM philosophy

VICOMTECH

START: 10/2016

OPEN

Vicomtech-IK4 has various research lines focused on i) 3D model knowledge management, in particular BIM; ii) big models" interactive visualisation; iii) advanced interaction techniques with virtual and augmented reality devices; iV) integration with external simulation systems.

OBTAINING DOCTOR DEGREE: 10/2019


Industry and Advanced Manufacturing

Computer Graphics, Information Management, Interactivity, Virtual Reality

 

Data mining for an IoT platform in real time

VICOMTECH

START: 10/2016

OPEN

The aim of the project is to design and implement a big data platform that can integrate different information (industrial, meteorological, open data, etc.) in real time for an IoT platform, and a visualization layer which allows monitoring of said information.

OBTAINING DOCTOR DEGREE: 10/2019


Smart Environment and Energy

Internet of Things and Data mining

 

Computer Vision, Big Data

VICOMTECH

START: 10/2016

OPEN

Application of graph theory for the solution of classification (supervised, non supervides and semisupervised) problems, regression and optimisation of big data sets. Performance analysis, algorithm design based in topological criteria and application in graphic-oriented data bases.

Analysis of relations between graphic representation and data mining classical processes based on spatial features.

OBTAINING DOCTOR DEGREE: 10/2019


Digital Media & Broadcasting Technologies

Data analytic processes optimisation through the deployment of graphics

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