SIGNAL * IMAGE * MACHINE LEARNING * TEAM


RESEARCH FOCUS

The research team is orientated towards algorithmical aspects of Signal, Image and Machine Learning Processing and their applications
in condition monitoring, bioinformatics or medical signal and image analysis.

We are integrated in the research line Artificial Intelligence of the Research Center in Computer Science  from the Faculty of Mathematics
and Computer Science, West University of Timisoara.

The team is coordinated by Prof. Dr. Habil. Darian M. Onchis.

RESEARCH TOPICS

Signal and Image Processing

* Frames-based signal and image processing
* Constructive realizable algorithms
* Time-frequency transforms
* Spline-type spaces

Machine Learning 

* Deep learning 
* Explainable AI
* Neuro-symbolic architectures
* Dictionary learning

Algorithms for sequences and signals in bioinformatics 

* Algorithms for (multi)-sequence alignment
* Machine learning algorithms for bioinformatics
* Processing for bio-signals and bio-images

PUBLICATIONS

* Recent publications list

PROJECTS

* Projects list ( for updates click here )

OUTSIDE MEMBERS

* Prof. Dr. Pedro Real Jurado, University of Seville, Spain
* Assist. Prof. Dr. Codruta Istin, Politehnica University of Timisoara, Romania
* Dr. Simone Zappala, Italy (former PhD student of Dr. Darian Onchis)