Learning, Recognition & Surveillance Group
Our main research focus is on machine learning for visual recognition, including object recognition, detection and tracking, activity recognition, anomaly and out-of-distribution detection, as well as domain adaptation and online/continuous learning.
Team Members
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Horst Possegger Office:Room E3.09 Website:on github.io Research interests:Tracking, Detection, Video Analysis |
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Christian Fruhwirth-Reisinger Office:Room E3.11 Website:/lrs/members/fruhwirth-reisinger Research interests:Online Learning, Visual Object Tracking |
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Nadezda Kirillova Office:Room E3.13 Website:www.icg.tugraz.at/lrs/members/kirillova Research interests:Machine Learning, Object Detection, Tracking and Re-identification |
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Georg Krispel Office:Room E3.10 Website:/lrs/members/krispel Research interests:Machine Learning, Scene Understanding |
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Gerhard Krumpl Office:Room E3.01 Website:/lrs/members/krumpl Research interests:Out-of-Distribution Detection |
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Dušan Malić Office:Room E3.09 Website:/lrs/members/malic Research interests:3D Object Detection, Unsupervised Domain Adaptation |
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Jakub Micorek Office:Room E3.01 Website:/lrs/members/micorek Research interests:Machine Learning, Video Analysis, Anomaly Detection |
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Alexander Prutsch Office:Room E3.11 Website:/lrs/members/prutsch Research interests:Visual Perception for AMRs |
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David Schinagl Office:Room E3.10 Website:on github.io Research interests:Machine Learning, 3D Object Detection, XAI |
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Johannes Spöcklberger Office:Room E3.09 Website:/lrs/members/spoecklberger Research interests:Active Learning, Online Learning, Federated Learning |
Alumni
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Muhammad Jehanzeb Mirza Currently with MIT CSAIL Personal Website Research interests:Unsupervised Domain Adaptation, Online Learning |
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Wei Lin Currently with JKU Personal Website Research interests:Machine Learning, Activity Recognition |
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Abhiram Kolli Previous website:/lrs/members/kolli Research interests:Adversarial Attacks, RADAR Signal Processing |
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Georg Waltner Currently with SCANTEC Previous website:/lrs/members/waltner Research interests:Machine Learning, Activity Recognition, Metric Learning |
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Michael Opitz Currently with Amazon Previous website:/lrs/members/opitz Research interests:Machine Learning, Detection |
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Georg Poier Currently with Reactive Reality Previous website:/lrs/members/poier Research interests:Machine Learning, Pose Estimation |
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Christian Ertler Currently with mapillary Previous website:/lrs/members/ertler Research interests:Machine Learning, Recognition |
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Patrick Ruprecht Currently with ivii Previous website:/lrs/members/ruprecht |
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Thomas Mauthner PhD Thesis:Learning Activity Recognition from Weakly Labeled Data Currently with Efkon Previous Website:/lrs/members/mauthner |
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Samuel Schulter (2015) PhD Thesis:Loss Minimization for Random Forests in Computer Vision Currently with the Media Analytics group at NEC Labs (Cupertino, CA) |
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Peter Roth (2013) Duties:LRS group lead PhD Thesis:On-line Conservative Learning Currently with the Computer Vision for Augmented Reality Lab |
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Sabine Sternig (2013) PhD Thesis:Scene Specific Object Detection and Tracking Currently with Amazon |
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Paul Wohlhart (2013) PhD Thesis:Object Detection based on Local Evidence Currently with X, the moonshot factory |
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Martin Köstinger (2013) PhD Thesis:Efficient Metric Learning for Real-World Face Recognition Currently with Amazon |
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Martin Hirzer (2013) PhD Thesis:Combining Descriptive and Discriminative Information for Person Re-Identification Currently with the Computer Vision for Augmented Reality Lab |
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Martin Godec (2013) PhD Thesis:Tracking-by-Detection using Randomized Online Ensemble Methods Currently with Anton Paar GmbH |
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Inayatullah Khan (2012) PhD Thesis:Learning from Internet Images for Object Categorization |
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Amir Saffari (2010) PhD Thesis:Multi-Class Semi-Supervised and Online Boosting Currently head of Machine Intelligence at import.io |
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Christian Leistner (2010) PhD Thesis:Semi-Supervised Ensemble Methods for Computer Vision Currently with Amazon |
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Thuy Nguyen (2009) PhD Thesis:Object Detection from Aerial Images |
Visitors
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Bernhard Zeisl (2009) Visiting researcher from ETH Zurich |
