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IK4 Doctorados

 

VICOMTECH

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

 
DOCTORATES

VICOMTECH

Image processing and Computer Vision

VICOMTECH

START: 10/2016

OPEN

OBTAINING DOCTOR DEGREE: 10/2019

Description

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.
•    Application of the method in temporal series, videos for the temporal and spatial characterisation
◦    Use of tensors for characterisation.
•    Application of deep learning techniques in DITEC method.
•    Possible applications in the entropy and tone mapping control of high dynamic range signals
•    Algorithm enhancement through GPU

Department or unit of the Associates Technology Center

Digital Media & Broadcasting Technologies

Investigation line

Image characterisation through the extraction of global characterisation.

Start date planned

10/2016

Obtaining date of the doctor degree

10/2019

Requeriments

Basic knowledge on image processing and data mining. C++ y Python (OpenCV) and Matlab. Desirable R knowledge.

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