Back to homepage
  • search open search
  • AA
  • Menü menu
  • menu open menu

DI Dr. Martin Winter

Research group

DIGITAL:

Intelligent Vision Applications

Phone number

+43 316 876-1208

E-mail

Martin.Winter@joanneum.at

ORCID

https://orcid.org/0000-0003-1427-3707

ResearchGate

https://www.researchgate.net/profile/Martin-Winter-14

Address

Steyrergasse 17, 8010, Graz
+43 316 876-5000
digital@joanneum.at

Publications

Digital
2025

Xgboost Based Regression Forecast for ACM on Q/V-band Satellite Links

Authors Fetescu, Mirela and Ebert, Johannes and Plimon, Karin and Winter, Martin and Schmidt, Michael and Teschl, Franz and Martellucci, A.
Xgboost Based Regression Forecast for ACM on Q/V-band Satellite Links
Digital
2025

Low Complexity Deep Learning Models for Ionospheric Layer Detection

Authors Fetescu, Mirela and Plimon, Karin and Winter, Martin and Scotto, Carlo and Nava, Bruno and Garcia-Fernandez, Miquel and Sanchez, Sergi and Ebert, Johannes and Teschl, Franz and Perez, Raul
Low Complexity Deep Learning Models for Ionospheric Layer Detection
Digital
2024

XAIface: A Framework and Toolkit for Explainable Face Recognition

Authors MirabetHerranz, Nelida and Winter, Martin and Lu, Yuhang and Bousnina, Naima and Pfıster, Jonas and Galdi, Chiara and Dugelay, JeanLuc and Bailer, Werner and Ebrahimi, Touradj and Correira, Paulo Lobato and Pereira, Fernando and Schmautzer, Felix and Schweighofer, Erich
XAIface: A Framework and Toolkit for Explainable Face Recognition
Digital
2024

Combining Machine Learning, Embedded Sensor Networks and Additive Burner Design for Combustor Structural Health Monitoring

Authors Giuliani, Fabrice and Paulitsch, Nina and Hofer, Andrea and PetrovicFilipovic, Vojislav and Meier, Benjamin and Bailer, Werner and Winter, Martin and Unterberger, Roland and Schricker, Alexander
Combining Machine Learning, Embedded Sensor Networks and Additive Burner Design for Combustor Structural Health Monitoring
Digital
2023

Towards Managing Uncertain Geo-Information for Drilling Disasters Using Event Tracking Sensitivity Analysis

Authors Tavakoli, Siamak; Poslad, Stefan; Fruhwirth, Rudolf; Winter, Martin; Zeiner, Herwig
Towards Managing Uncertain Geo-Information for Drilling Disasters Using Event Tracking Sensitivity Analysis
Digital
2023

Explainable face verification for video archive documentation

Authors Neuschmied, Helmut and Winter, Martin
Explainable face verification for video archive documentation
Digital, Policies
2022

APT-Attack Detection Based on Multi-Stage Autoencoders

Authors Neuschmied, Helmut; Winter, Martin; Stojanović, Branka; Hofer-Schmitz, Katharina; Božić, Josip; Kleb, Ulrike
APT-Attack Detection Based on Multi-Stage Autoencoders
Digital
2022

Demystifying Face-Recognition with Locally Interpretable Boosted Features (LIBF)

Authors Winter, Martin; Bailer, Werner; Thallinger, Georg
Demystifying Face-Recognition with Locally Interpretable Boosted Features (LIBF)
Digital, Policies
2022

Enhanced Anomaly Detection for Cyber-Attack Detection in Smart Water Distribution Systems

Authors Stojanović, Branka; Neuschmied, Helmut; Winter, Martin; Kleb, Ulrike
Enhanced Anomaly Detection for Cyber-Attack Detection in Smart Water Distribution Systems
Digital
2021

Two Stage Anomaly Detection for Network Intrusion Detection

Authors Neuschmied, Helmut; Winter, Martin; Hofer-Schmitz, Katharina; Stojanovic, Branka; Keb, Ulrike
Two Stage Anomaly Detection for Network Intrusion Detection
Digital
2021

Expectation-Maximization for Scheduling Problems in Satellite Communication

Authors Bailer, Werner and Winter, Martin and Ebert, Johannes and Flavio, Joel and Plimon, Karin
Expectation-Maximization for Scheduling Problems in Satellite Communication
Policies
2021

Two Stage Anomaly Detection for Network Intrusion Detection

Authors Neuschmied H.; Winter M.; Hofer-Schmitz K.; Kleb U
Two Stage Anomaly Detection for Network Intrusion Detection
Digital
2019

Incremental Training for Face Recognition

Authors Winter, Martin; Bailer, Werner
Incremental Training for Face Recognition
Digital
2019

On Improving Face Generation for Privacy Preservation

Authors Bailer, Werner; Winter, Martin
On Improving Face Generation for Privacy Preservation
Digital
2019

On the Robustness of Deep Learning Based Face Recognition

Authors Bailer, Werner; Winter, Martin
On the Robustness of Deep Learning Based Face Recognition
Digital
2017

Learning Selection of User Generated Event Videos

Authors Bailer, Werner; Winter, Martin; Wechtitsch, Stefanie
Learning Selection of User Generated Event Videos
Digital, Policies
2016

Satellite-based forest monitoring: spatial and temporal forecast of growing index and short-wave infrared band

Authors Bayr, Caroline; Gallaun, Heinz; Kleb, Ulrike; Kornberger, Birgit; Steinegger, Martin; Winter, Martin
Satellite-based forest monitoring: spatial and temporal forecast of growing index and short-wave infrared band
Digital
2013

Recommendation of Counteractions for Prevention of Critical Events in Sub-Surface Drilling Environments

Authors Winter, Martin; Riedel, Felix; Lee, Felix; Fruhwirth, Rudolf K.; Kronsteiner, Florian; Zeiner, Herwig; Vallant, Heribert
Recommendation of Counteractions for Prevention of Critical Events in Sub-Surface Drilling Environments
Digital
2012

Real-time video breakup detection for multiple HD video streams on a single GPU

Authors Rosner, Jakub; Fassold, Hannes; Winter, Martin; Schallauer, Peter
Real-time video breakup detection for multiple HD video streams on a single GPU
Digital
2011

Multi-Cue Learning and Visualization of Unusual Events

Authors Schuster, Rene; Schulter, Samuel; Poier, Georg; Hirzer, Martin; Birchbauer, Josef; Roth, Peter M.; Bischof, Horst; Winter, Martin; Schallauer, Peter
Multi-Cue Learning and Visualization of Unusual Events
Digital
2010

Efficient Video Breakup Detection and Verification

Authors Winter, Martin; Schallauer, Peter; Hofmann, Albert; Fassold, Hannes
Efficient Video Breakup Detection and Verification
Zu allen Publikationen

Shaping the future, together

JOANNEUM RESEARCH provides innovation and technology services in the field of applied research. As a research company working on behalf of various federal provinces and regions in Austria, our expertise shapes the development of our modern society and economy – sustainably, and always with a focus on people. As a multidisciplinary team working in a flexible set-up that fosters innovation, we always live up to the highest social and scientific standards.

CONTACT
JOANNEUM RESEARCH
Forschungsgesellschaft mbH

Leonhardstrasse 59, A-8010 Graz
+43 316 876-0
info@joanneum.at
Linkedin Profile
Facebook Profile
Youtube Profile
ResearchGate Profile
Instagram Profile
Bluesky Profile
Follow us!

SERVICES

Links

Zum Inhalt springen