VSAG

Research fields

Speech and language processing:

Speech signal modelling: autoregressive/linear prediction, fractal-based nonlinear modelling, source-filter models.
Speech recognition: segment-based speech recognition.
Speech emotion recognition: hierarchical classification of speech emotions, speech emotion features, feature selection.
Estimation of speech quality: acoustic analysis for quality estimation; estimation of vocal fold functionality; estimation of phonation level;
Signal model parameter assessment;
Development of sound mathematical models.

Image and video signal processing:

Object recognition and segmentation using deep neural networks
Image reconstruction by deep generative networks
Analysis of ocular fundus optic disc, other lesions
Analysis of images of colonic pathology to describe tumor cell subpopulations in whole-slide images
Detection of prostate changes in multiparametric magnetic resonance imaging
Processing of full-frame histological images by machine learning methods.

Analysis of big data and development of deep learning algorithms:

Analysis and recognition of clonal structures in genetic data.
Analysis of traffic (marine) data to identify traffic anomalies in LSTM and transformer deep neural networks
Development of deep teaching/learning methods for solving classification and forecasting problems.

Science and Education

Projects

History

Staff and PhD students

Employees

povilastreigys

Prof. Dr. Povilas Treigys

Department: Image and Signal Analysis Group
Position: Principal Researcher, Professor, Head of Group

Address: Akademijos st. 4, room 623, Vilnius
Tel: (+370 5) 210 9328
E-mail:

Links in social networks:

Dr. Jolita Bernatavičienė

Department: Image and Signal Analysis Group
Position: Senior Researcher, Managing Co-editor of Baltic Journal of Modern Computing, Project Expert

Address: Akademijos str. 4, room 627, Vilnius
Tel: (8 5) 210 9315
E-mail:

Prof. Habil. Dr. Kazys Kazlauskas

Department: Image and Signal Analysis Group
Position: Affiliated Researcher

Address: Akademijos st. 4, room 214, Vilnius
Tel: (+370 5) 210 9319
E-mail:

grazina korvel

Dr. Gražina Korvel

Department: Image and Signal Analysis Group
Position: Senior Researcher, Project Principal Researcher, Project Manager

Address: Akademijos st. 4, room 627, Vilnius
Tel: (+370 5) 210 9315
E-mail:

Tautvydas Naudžiūnas

Department: Image and Signal Analysis Group
Position: Laboratory Technician

Address: Akademijos st. 4, Vilnius
E-mail:

Gediminas Navickas

Gediminas Navickas

Department: Image and Signal Analysis Group
Position: Projects Specialist, Lecturer, Project Expert

Address: Akademijos st. 4, room 616, Vilnius
Phone: (+370 5) 210 9308
E-mail:

gintautast

Assoc. Prof. Dr. Gintautas Tamulevičius

Department: Image and Signal Analysis Group
Position: VU Institute of Data Science and Digital Technologies Director, Senior Researcher, Assoc. Professor

Address: Akademijos st. 4, room 207, Vilnius
Tel: (+370 5) 210 9302
E-mail:

Steponas Tolomanovas

Department: Image and Signal Analysis Group
Position: Technician

Address: Akademijos st. 4, room 618, Vilnius
E-mail:

Faustas Žiliajevas

Department: Image and Signal Analysis Group
Position: Specialist, Senior Project Specialist

Address: Akademijos st. 4, room 608A , Vilnius
E-mail:

Phd students

Monika Danilovaitė

Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail:

Sobia Dastgeer

Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatic

Address: Akademijos st. 4, Vilnius
E-mail:

Kasparas Karlauskas

Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics Engineering

Address: Akademijos st. 4, room 608A, Vilnius
E-mail:

Gajane Mikalkėnienė

Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail:

Justina Ramonaitė

Department: Image and Signal Analysis Group
Position: PhD student, Junior Researcher, Senior Project Specialist
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail:

Roman Surkant

Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail:

Aleksas Vaitulevičius

Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics

Address: Akademijos st. 4, Vilnius
E-mail:

Sandra Virbukaitė

Department: Image and Signal Analysis Group
Position: Ph.D. student, Junior Assistant Professor
Field: Informatics Engineering

Address: Akademijos st. 4, Vilnius
E-mail:

Daniel Zakševski

Department: Image and Signal Analysis Group
Position: PhD student, Junior Researcher
Field: Informatics Engineering

Address: Akademijos st. 4, Vilnius
E-mail:

Name, Surname	Supervisor	Field of study	Theme	Time of study
Monika Danilovaitė	Assoc. Prof. Dr. Gintautas Tamulevičius	N 009	Voice Quality Assessment Methodology for the Detection of Vocal Folds Disorders	2020-2025
Robertas Jurkus	Prof. Dr. Povilas Treigys	T 007	Maritime Traffic Awareness Evaluation Using Deep Neural Networks	2020-2024
Kasparas Karlauskas	Prof. Dr. Povilas Treigys	T 007	Three-dimensional point cloud analysis and object recognition	2023-2027
Gajane Mikalkėnienė	Dr. Jolita Bernatavičienė	N 009	Developing deep learning methods for depression diagnosis based on EEG signal analysis	2023-2027
Justina Ramonaitė	Dr. Gražina Korvel	N 009	Deep learning-based speech signal enhancement	2023-2027
Roman Surkant	Dr. Jolita Bernatavičienė	N 009	Development of Machine Learning and Functional Data Analysis Methods for Prostate Multiparametric MRI Analysis	2022-2026
Aleksas Vaitulevičius	Prof. Dr. Povilas Treigys	N 009	Research and Modeling of Digital Signals for the Detection of Cancerous Areas of Tissue in Different MRI Modalities	2021-2025
Sandra Virbukaitė	Dr. Jolita Bernatavičienė	T 007	Development of Deep Learning Methods for Pathological Changes Identification in Eye Fundus Images	2020-2024
Daniel Zakševski	Assoc. Prof. Dr. Gintautas Tamulevičius	T 007	Deep learning models for speech enhancement	2023-2027

Doctoral studies

Research fields

Science and Education

Phd Students

Projects

History

Staff and PhD students

Employees

Phd students