| Visual Interestingness & Video Summarization |
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Video Summarization by Learning Submodular Mixtures of Objectives
M. Gygli, H. Grabner, and L.Van Gool
In Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
Supplementary Material
see project web-page (coming soon)
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Creating Summaries from User Videos
M. Gygli, H. Grabner, H. Riemenschneider, and L.Van Gool
In Proceedings European
Conference on Computer
Vision (ECCV), 2014
Supplementary Material
see project web-page
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The Interestingness of Images
M. Gygli, H. Grabner, H. Riemenschneider, F. Nater, and L. Van Gool
In Proceedings
International Conference on Computer Vision
(ICCV), 2013, Poster
Supplementary Material
see project web-page
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Visual Interestingness in Image Sequences
H. Grabner, F. Nater, M. Druey, and L. Van Gool
In Proceedings
ACM
International Conference on Multimedia
(MM), 2013, Talk
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| Affordance Detection |
 
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What Makes a Chair a
Chair?
H. Grabner, J. Gall,
and L.
Van Gool
In Proceedings
IEEE
Conference on Computer Vision and Pattern Recognition
(CVPR), 2011, Poster
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| Context in
Object Detection and Tracking |
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Robust Aerial Object Tracking in Images
with Lens Flare.
A. Nussberger, H. Grabner, and L. Van Gool
In Proceedings
International Conference on Robotics and Automation (ICRA), 2015
Aerial Object Tracking from an Airborne Platform
A. Nussberger, H. Grabner, and L. Van Gool
In Proceedings
International Conference on Unmanned Aircraft Systems (ICUAS), 2014
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Dynamic Objectness for Adaptive Tracking
S. Stalder, H. Grabner, and L. Van Gool
In Proceedings
Asian Conference on Computer Vision (ACCV), 2012, Poster
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Tracking
the Invisible: Learning Where
the Object Might be
H. Grabner, J.
Matas, L.
Van Gool, and P. Cattin
In Proceedings
IEEE
Conference on Computer Vision and Pattern Recognition
(CVPR), 2010, Talk,Video
Lecture
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Cascaded
Confidence Filtering for Improved Tracking-by-Detection
S. Stalder, H. Grabner, and
L.
Van Gool
In Proceedings European
Conference on Computer
Vision (ECCV), 2010, Poster
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Exploring
Context to Learn Scene Specific Object Detectors
S. Stalder, H. Grabner, and L. van Gool
In Proceedings CVPR09 Workshop on Performance Evaluation of
Tracking and Surveillance
(PETS), 2009
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| Exploiting Temporal Structure in Image Sequences |
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Temporal Relations in Videos for Unsupervised Activity Analysis
F. Nater, H. Grabner, and L. Van Gool
In Proceedings British
Machine
Vision Conference (BMVC), 2011
Videos:
Supplementary
Material
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Unsupervised Workow Discovery in Industrial Environments
F. Nater, H. Grabner, and L. Van Gool
InProceedings ICCV’11 WS on Visual
Surveillance, 2011
Related Work:
Automatic
Workflow Monitoring in Industrial Environments
G. Veres, H. Grabner, L. Middleton, and L.
Van Gool
In Proceedings
Asian Conference on Computer Vision (ACCV), 2010
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Keep Breathing! Common Motion Helps Multi-modal Mapping
V. De Luca, H. Grabner, L. Petrusca, R. Salomi, G. Szekely, and C. Tanner
In Proceedings International Conference on Medical Computing and Computer Assisted Intervention (MICCAI), 2011
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| Boosting
based Trackers |
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Beyond
Semi-Supervised Tracking: Tracking Should Be as Simple as
Detection, but not Simpler than Recognition
S.
Stalder, H.
Grabner, and L. Van Gool
In Proceedings ICCV’09 WS on On-line Learning
for Computer Vision,
2009
 Binaries/Code/Evaluations:
see project web-page
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Semi-supervised
On-line Boosting
for Robust Tracking
H. Grabner, C. Leistner, and H. Bischof
In Proceedings European Conference on Computer
Vision (ECCV), 2008, Poster
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Real-time
Tracking via On-line Boosting
H.
Grabner, M. Grabner, and
H. Bischof.
In Proceedings British
Machine
Vision Conference (BMVC), volume 1, pages 47-56, 2006, Talk
Video:
"Tracking Shrek and
others"
M. Grabner, H. Grabner, and H. Bischof
In Video
Proceedings in conjunction with
IEEE
Conference on Computer Vision and Pattern Recognition (CVPR),
2006
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| Event Detection / Abnormal
Behavior Analysis |
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Exploiting
Simple Hierarchies for
Unsupervised Human Behavior Analysis
F. Nater, H. Grabner, and L.
Van Gool
In Proceedings
IEEE
Conference on Computer Vision and Pattern Recognition
(CVPR), 2010
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Tracker Trees
for
Unusual Event Detection
F.
Nater, H. Grabner,
T. Jaeggli, and L.
Van Gool
In Proceedings
ICCV’09 WS on Visual
Surveillance, 2009
Realted
work:
Transferring activities:
Updating human behavior analysis
F. Nater, T. Tommasi, H. Grabner, L. Van Gool, and B. Caputo.
In Proceeding ICCV'11 WS on Visual
Surveillance, 2011 |
 
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Hunting
Nessie: Real
Time Abnormality Detection from Webcams
M.
Breitenstein, H.
Grabner, and L. Van Gool
In Proceedings ICCV’09 WS on Visual
Surveillance, 2009
Realted
work:
Mining
from Large Image Sets
L.
Van Gool, M. Breitenstein, S. Gammeter, H.
Grabner, and T. Quack
ACM Int. Conference
on Image and Video Retrieval (CIVR) (Invited Paper), 2009
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| Object Detection |
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Efficient 3D Object Detection using Multiple Pose-Specific Classifiers
M. Villamizar, H. Grabner, F. Moreno-Noguer, J. Andrade-Cetto, L. Van Gool, and A. Sanfeliu
In Proceedings British
Machine
Vision Conference (BMVC), 2011
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On-line boosting-based car detection from arial images
s
H. Grabner, T.T. Nguyen, B. Gruber, and H.
Bischof.
ISPRS
Journal of Photogrammetry & Remote Sensing,
63(3):382-396, 2008
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| Scene Understanding |
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Segmentation-Based
Urban Traffic Scene Understanding
A. Ess,
T. Müller, H. Grabner, and L. Van Gool
In Proceedings British
Machine
Vision Conference (BMVC), 2009
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| On-line
Learning |
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Training
Sequential On-line Boosing Classifier for Visual Tracking
H. Grabner, J. Sochman, H. Bischof, and J. Matas
In Proceedings International Conference on Pattern
Recognition
(ICPR), 2008, Talk
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On-line
Boosting and
Vision
H. Grabner, and H. Bischof
In Proceedings IEEE
Conference on Computer Vision and Pattern Recognition
(CVPR), volume 1, pages 260-267, 2006, Poster
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click here for all publications
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Teaching and
Talks
Teaching
Recent
Invited Talks
- Machine Learning Meetup, Zurich, CH, webcamaze -- Amazing Webcams, March, 2014, Slides, YouTube Video
- V&C Seminar at Laboratory of Psychophysics, EPFL, Lausanne, CH, webcamaze -- Amazing Webcams, Jannuary, 2014.
- The 33rd Pattern Recognition and Computer Vision Colloquium, Czech Technical University, CZ, webcamaze -- Amazing Webcams, November, 2013, Slides.
- Sommerschule TUM/DLR (Technische Universitaet Muenchen and Deutsches Zentrum fuer Luft- und Raumfahrt) Ftan, CH, Robust Tracking using Visual Constrains and Context, July, 2011, Slides.
- Seminar at Center for Processing Speech and
Images, Katholic Univeristy of Leuven, BL, Context in Tracking,
September 2010.
- Seminar at Information: Signals, Images, Systems
Research Group (ISIS), Univ. of Southampton, UK. Learning for Tracking
and
Lessons Learned from it. August 2009, Slides
- Presentation at Visual Recognition and Geometric
Reconstruction Symposium, Vienna, A. Simplifying
Object Detection: Classifier Grids for Learning Robust Adaptive Object
Detectors. April
2009, Slides
- Seminar at
Robotics Research Group, Univ. of Oxford, UK, Learning for Tracking and Lessons Learned
from it. March 2009, Slides
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