Publications

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If you are interested in one of the following publications and no pdf- or ps-file is available or you have problems downloading it, please send email to Bernt Schiele.
In Press
Categorical Perception, M. Fritz, M. Andriluka, S. Fidler, M. Stark, A. Leonardis and B. Schiele, Cognitive Systems, (In Press)
Multi-Modal Learning, D. Skocaj, M. Kristan, A. Vrecko, A. Leonardis, M. Fritz, M. Stark, B. Schiele, S. Hongeng and J L. Wyatt, Cognitive Systems, (In Press)
2010
Automatic Discovery of Meaningful Object Parts with Latent CRFs, P. Schnitzspan, S. Roth and B. Schiele, Conference on Computer Vision and Pattern Recognition (CVPR), 06/2010, San Francisco, (2010)
Monocular 3D Pose Estimation and Tracking by Detection, M. Andriluka, S. Roth and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 06/2010, San Francisco, USA, (2010)
Standing on the Shoulders of Other Researchers - A Position Statement, U. Blanke, D. Larlus, K. Van Laerhoven and B. Schiele, Proc. of the Workshop "How to do good activity recognition research? Experimental methodologies, evaluation metrics, and reproducibility issues" (Pervasive 2010), 05/2010, Helsinki, Finland, (2010)
Dead Reckoning from the Pocket - An Experimental Study, U. Steinhoff and B. Schiele, to appear in Eighth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2010), 04/2010, Mannheim, Germany, (2010) Abstract
All for one or one for all? – Combining Heterogeneous Features for Activity Spotting, U. Blanke, B. Schiele, M. Kreil, P. Lukowicz, B. Sick and T. Gruber, 7th IEEE PerCom Workshop on Context Modeling and Reasoning (CoMoRea), Mannheim, Germany, (2010)
2009
Activity Recognition from Sparsely Labeled Data Using Multi-Instance Learning, M. Stikic and B. Schiele, Proceedings of the 4th International Symposium on Location and Context Awareness (LoCA'09), May, Tokyo, Japan, p.156–173, (2009)  Paper (pdf) 
A Shape-Based Object Class Model for Knowledge Transfer, M. Stark, M. Goesele and B. Schiele, Twelfth IEEE International Conference on Computer Vision (ICCV), 2009, Kyoto, Japan, (2009) Oral presentation Abstract
Shading Cues for Object Class Detection, M. Stark, M. Goesele and B. Schiele, 2nd International IEEE Workshop on 3D Representation for Recognition (3dRR-09), 2009, Kyoto, Japan, in association with ICCV'09, (2009) Oral presentation, Best paper award Abstract
Demo Abstract: Whac-A-Bee -- A Sensor Network Game, E. Berlin, P. Guerrero, A. Herzog, D. Jacobi, K. Van Laerhoven, B. Schiele and A. Buchmann, Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems (SenSys 2009), 11/2009, Berkeley CA, USA, p.333-334, (2009)  Paper (pdf) 
Dead Reckoning from the Pocket, U. Steinhoff and B. Schiele, Supplemental Proceedings of the 11th ACM International Conference on Ubiquitous Computing (UbiComp'09), 10/2009, Orlando, Florida, (2009)  Paper (pdf) 
Multi-Graph Based Semi-Supervised Learning for Activity Recognition, M. Stikic, D. Larlus and B. Schiele, Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC'09), 09/2009, Linz, Austria, (2009) Best paper award  Paper (pdf) 
An Exploration into Daily Routine Modeling based on Bluetooth and GSM data, U. Steinhoff and B. Schiele, Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC’09), 09/2009, Linz, Austria, (2009)  Paper (pdf) 
Discriminative Structure Learning of Hierarchical Representations for Object Detection, P. Schnitzspan, M. Fritz, S. Roth and B. Schiele, Computer Vision and Pattern Recognition (CVPR), 06/2009, Miami, USA, (2009)  Paper (pdf) 
An Analysis of Sensor-Oriented vs. Model-Based Activity Recognition, A. Zinnen, U. Blanke and B. Schiele, ISWC, (2009)  Paper (pdf) 
Daily Routine Recognition through Activity Spotting, U. Blanke and B. Schiele, The 4th International Symposium on Location and Context Awareness, (2009)  Paper (pdf) 
Pictorial Structures Revisited: People Detection and Articulated Pose Estimation , M. Andriluka, S. Roth and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (2009)
Multi Activity Recognition Based on Bodymodel-Derived Primitives, A. Zinnen, C. Wojek and B. Schiele, LoCA, p.1-18, (2009)  Paper (pdf) 
Multi-Cue Onboard Pedestrian Detection, C. Wojek, S. Walk and B. Schiele, CVPR, p.1-8, (2009)  Paper (pdf) 
Pedestrian Detection: A Benchmark, P. Dollár, C. Wojek, B. Schiele and P. Perona, CVPR, p.1-8, (2009)  Paper (pdf) 
Visual People Detection: Different Models, Comparison and Discussion, B. Schiele, M. Andriluka, N. Majer, S. Roth and C. Wojek, Proceedings of the IEEE ICRA 2009 Workshop on People Detection and Tracking, p.1-8, (2009)  Paper (pdf) 
Kamerabasierte Fussgängerdetektion, B. Schiele and C. Wojek, Handbuch Fahrerassistenzsysteme, (2009)
Enabling Efficient Time Series Analysis for Wearable Activity Data, K. Van Laerhoven, E. Berlin and B. Schiele, proceedings of the 8th International Conference on Machine Learning and Applications (ICMLA 2009), Miami FL, USA, (2009)
Towards Integration of Different Paradigms in Modeling, Representation and Learning of Visual Categories, M. Fritz and B. Schiele, Object Categorization: Computer and Human Vision Perspectives, (2009)
2008
Exploring Semi-Supervised and Active Learning for Activity Recognition, M. Stikic, K. Van Laerhoven and B. Schiele, Proceedings of the 12th International Symposium on Wearable Computers (ISWC 2008), September, Pittsburgh, USA, p.81-90, (2008)  Paper (pdf) 
ADL Recognition Based on the Combination of RFID and Accelerometer Sensing, M. Stikic, Tâm. Huynh, K. Van Laerhoven and B. Schiele, Proceedings of the 2nd International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health 2008), January, Tampere, Finland, p.258–263, (2008)  Paper (pdf) 
Sensing Location in the Pocket., U. Blanke and B. Schiele, Ubicomp , 2008, Seoul, Korea, (2008) adjunct Proceedings Paper (pdf)ubicomp08_poster_web.pdf 
Functional Object Class Detection Based on Learned Affordance Cues, M. Stark, P. Lies, M. Zillich, J. Wyatt and B. Schiele, 6th International Conference on Computer Vision Systems (ICVS), 2008, Santorini, Greece, (2008) Oral presentation Abstract
Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features, P. Schnitzspan, M. Fritz and B. Schiele, European Conference on Computer Vision (ECCV), 10/2008, Marseille, France, (2008)  Paper (pdf) 
People-Tracking-by-Detection and People-Detection-by-Tracking, M. Andriluka, S. Roth and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), (2008)
Sustained Logging and Discrimination of Sleep Postures with Low-Level, Wrist-Worn Sensors, K. Van Laerhoven, M. Borazio, D. Kilian and B. Schiele, Proceedings of the 12th International Symposium on Wearable Computers (ISWC 2008), p.69-77, (2008)  Paper (pdf) 
Using Rhythm Awareness in Long-Term Activity Recognition, K. Van Laerhoven, D. Kilian and B. Schiele, Proceedings of the 12th International Symposium on Wearable Computers (ISWC 2008), p.63-68, (2008)  Paper (pdf) 
A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes, C. Wojek and B. Schiele, ECCV (4), p.733-747, (2008)  Paper (pdf) 
A Performance Evaluation of Single and Multi-feature People Detection, C. Wojek and B. Schiele, DAGM-Symposium, p.82-91, (2008)  Paper (pdf) 
Integrating Visual Context and Object Detection within a Probabilistic Framework, R. Perko, C. Wojek, B. Schiele and A. Leonardis, WAPCV, p.54-68, (2008)  Paper (pdf) 
Multi-Level Sensorfusion and Computer-Vision Algorithms within a Driver Assistance System for Avoiding Overtaking-Accidents, A. Hohm, C. Wojek, B. Schiele and H. Winner, FISITA 2008 World Automotive Congress, p.1-14, (2008)  Paper (pdf) 
Sliding-Windows for Rapid Object Class Localization: A Parallel Technique, C. Wojek, G. Dorkó, A. Schulz and B. Schiele, DAGM-Symposium, p.71-81, (2008)  Paper (pdf) 
Discovery of activity patterns using topic models, Tâm. Huynh, M. Fritz and B. Schiele, Proceedings of the 10th international conference on Ubiquitous computing, p.10–19, (2008)  Paper (pdf) 
Decomposition, Discovery and Detection of Visual Categories Using Topic Models, M. Fritz and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, USA, (2008)
2007
Scalable Recognition of Daily Activities with Wearable Sensors, Tâm. Huynh, U. Blanke and B. Schiele, 3rd International Workshop on Location- and Context- Awareness (LoCA 2007), september, p.50–67, (2007)  Paper (pdf) 
Browsing Patient Records During WardRounds with a Body Worn Gyroscope, B. Schiele and A. Zinnen, IEEE International Symposium on Wearable Computing (ISWC 2007), October, p.107, (2007)
Recognizing context for annotating a live life recording, B. Schiele, N. Kern and A. Schmidt, Personal and Ubiquitous Computing, April, Volume 11, Number 4, p.251–263, (2007)
How Good are Local Features for Classes of Geometric Objects, M. Stark and B. Schiele, Eleventh IEEE International Conference on Computer Vision (ICCV), 2007, Rio de Janeiro, Brazil, (2007) Abstract
How Computer Vision Can Help in Outdoor Positioning, U. Steinhoff, D. Omerčević, R. Perko, B. Schiele and A. Leonardis, European Conference on Ambient Intelligence 2007 (AmI'07), 09/2007, Volume 4794, Darmstadt, Germany, p.124–141, (2007)  Paper (pdf) 
Toward Recognition of Short and Non-repetitive Activities from Wearable Sensors, A. Zinnen, K. Van Laerhoven and B. Schiele, European Conference on Ambient Intelligence 2007 (AmI 2007), p.142–158, (2007)  Paper (pdf) 
Toward Recognition of Short and Non-repetitive Activities from Wearable Sensors, A. Zinnen, K. Van Laerhoven and B. Schiele, AmI, Volume 4794, p.142-158, (2007)  Paper (pdf) 
Towards Robust Pedestrian Detection in Crowded Image Sequences, E. Seemann, M. Fritz and B. Schiele, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, USA, (2007)
Cross-Modal Learning of Visual Categories using Different Levels of Supervision, M. Fritz, G J. Kruijff and B. Schiele, International Conference on Vision Systems (ICVS'07), Bielefeld, Germany, (2007)
Towards systematic research of multimodal interfaces for non-desktop work scenarios, B. Schiele and V. Carlsson, Conference in Human-Computer Interaction 2007 (CHI 2007), New York, NY, USA, p.1715–1720, (2007)
2006
Towards Less Supervision in Activity Recognition from Wearable Sensors, Tâm. Huynh and B. Schiele, 10th IEEE International Symposium on Wearable Computing (ISWC 2006), October, Montreux, Switzerland, (2006)  Paper (pdf) 
Towards Personalized Mobile Interruptibility Estimation, B. Schiele and N. Kern, LNCS, May, Volume 3987, Berlin Heidelberg, Germany, p.134–150, (2006) Abstract
Unsupervised Discovery of Structure in Activity Data using Multiple Eigenspaces, Tâm. Huynh and B. Schiele, 2nd International Workshop on Location- and Context- Awareness (LoCA 2006), May, Dublin, Ireland, (2006)  Paper (pdf) 
Towards Unsupervised Discovery of Visual Categories, M. Fritz and B. Schiele, , 09/2006, Berlin, Germany, (2006)
The 2005 PASCAL Visual Object Classes Challenge, M. Everingham, A. Zisserman, C K I. Williams, L V. Gool, M. Allan, C M. Bishop, O. Chapelle, N. Dalal, T. Deselaers, G. Dorkó, et al., Selected Proceedings of the first PASCAL Challenges Workshop, (2006)
2005
Experiencing Technology before it exists: A Case Study, B. Schiele and F. Michahelles, A Pervasive 2005 Workshop: What makes for good application-led research in ubiquitous computing? (ubiappws 2005), May, Munich, Germany, (2005)
Analyzing Features for Activity Recognition, Tâm. Huynh and B. Schiele, 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies (sOcEuSAI2005), Grenoble, France, p.159–163, (2005)  Paper (pdf) 
Integrating Representative and Discriminant Models for Object Category Detection, M. Fritz, B. Leibe, B. Caputo and B. Schiele, International Conference on Computer Vision (ICCV'05), Beijing, China, (2005)
Towards improving trust in context-aware systems by displaying system confidence, B. Schiele, N. Kern, S. Antifakos and A. Schwaninger, 7th international conference on Human computer interaction with mobile devices & services (MobileHCI 2005), New York, NY, USA, p.9–14, (2005)
2004
Less Contact: Heart-rate detection without even touching the user, B. Schiele, F. Michahelles and R. Wicki, 8th IEEE International Symposium on Wearable Computers Conference (ISWC 2004), October, Arlington, USA, (2004)
Towards Situation-Aware Affordances: An Experimental Study, B. Schiele, S. Antifakos and F. Michahelles, 2nd International Conference on Pervasive Computing (pervasive 2004), April, Vienna, Austrian, (2004)
A Model for Human Interruptability: Experimental Evaluation and Automatic Estimation from Wearable Sensors., B. Schiele, N. Kern, S. Antifakos and A. Schwaninger, IEEE International Symposium on Wearable Computers (ISWC 2004), p.158-165, (2004)
Building Intelligent Environments with Smart-Its, B. Schiele, M. Beigl, F. Michahelles, M. Strohbach, G. Kortuem, L E. Holmquist, S. Antifakos, A. Schmidt, H W. Gellersen and R. Mazé, IEEE Computer Graphics and Applications, Volume 24, Number 1, Los Alamitos, CA, USA, p.56–64, (2004)
Evaluating the Effects of Displaying Uncertainty in Context-Aware Applications., B. Schiele, S. Antifakos and A. Schwaninger, 6th International Conference on Ubiquitous Computing (ubicomp 2004), p.54-69, (2004)
Towards Distributed Awareness " An Artifact Based Approach, B. Schiele, A. Schmidt, F. Michahelles and M. Beigl, 6th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2004), Washington, DC, USA, p.82–91, (2004)
2003
Designing Physical Interaction with Sensor Drawbacks in Mind, B. Schiele, S. Antifakos and J. Borchers, 5th International Symposium on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2003), September, Udine, Italy, (2003)
Sensing Opportunities for Physical Interaction, B. Schiele and F. Michahelles, Physical Interaction 2003 Workshop on Real World User Interfaces at MobileHCI03, September, Udine, Italy, (2003)
Towards an Intertial Sensor Network, N. Kern, K. Van Laerhoven, H W. Gellersen and B. Schiele, IEE EuroWearable, September, Birmingham, UK, (2003)
A-Life: Saving Lives in Avalanches, B. Schiele and F. Michahelles, 5th International Conference on Ubiquitous Computing (ubicomp 2003), October, Seattle, USA, (2003)
Grouping Mechanisms for Smart Objects Based on Implicit Interaction and Context Proximity, B. Schiele and S. Antifakos, International Conference on Ubiquitous Computing (UBICOMP 2003), October, (2003)
Instructions immersed into the real world - How your Furniture can teach you, B. Schiele, A. Schmidt, F. Michahelles, S. Antifakos and J. Boutellier, 5th International Conference on Ubiquitous Computing (Ubicomp 2003), October, Seattle, USA, (2003)
LaughingLily: Using a Flower as a Real World Information Display, B. Schiele and S. Antifakos, International Conference on Ubiquitous Computing (UBICOMP 2003), October, (2003)
The Role of Perception in Ubiquitous Interactive Systems, B. Schiele, S. Antifakos and J. Borchers, At the Crossroads: The Interaction of HCI and System Issues in Ubicomp. Workshop at UBICOMP, October, (2003)
Wearable sensing to annotate meeting recordings, B. Schiele, N. Kern, H. Junker, P. Lukowicz and G. Tröster, Personal Ubiquitous Computing, October, Volume 7, Number 5, London, UK, p.263–274, (2003)
Multi-Sensor Activity Context Detection for Wearable Computing, B. Schiele and N. Kern, European Symposium on Ambient Intelligence (EUSAI 2003), November, Eindhoven, The Netherlands, (2003) Abstract
Applying Wearable Sensors to Avalanche Rescue: First Experiences with a Novel Wearable Avalanche Beacon, B. Schiele, A. Schmidt, F. Michahelles and P. Matter, International Workshop on Mobile Computing "Assistance, Mobility, Applications" (IMC Workshop), June 17-18, Rostock, Germany, (2003)
A-Life - Increasing Survival Chances in Avalanches by Wearable, B. Schiele, F. Michahelles and T. Ahonen, International Workshop on Smart Appliances and Wearable Computing (IWSAWC 2003), (2003)
Applying Wearable Sensors to Avalanche Rescue: First Experiences with a Novel Avalanche Beacon, B. Schiele, A. Schmidt, F. Michahelles and P. Matter, Computers & Graphics, Volume 27, Number 6, p.839–847, (2003)
Context-Aware Notification for Wearable Computing, B. Schiele and N. Kern, 7th IEEE International Symposium on Wearable Computers (ISWC 2003), Washington, DC, USA, p.223, (2003)
2002
Beyond Position Awareness., B. Schiele and S. Antifakos, Personal and Ubiquitous Computing, Volume 6, Number 5/6, p.313–317, (2002)
Detecting Context in Distributed Sensor Networks by Using Smart Context-Aware Packets, B. Schiele, F. Michahelles and M. Samulowitz, International Conference on Architecture of Computing Systems (ARCS 2002), London, UK, p.34–50, (2002)
Proactive Instructions for Furniture Assembly, B. Schiele, S. Antifakos and F. Michahelles, 4th international conference on Ubiquitous Computing (UbiComp 2002), London, UK, p.351–360, (2002)
Wearable Sensing to Annotate Meeting Recordings, B. Schiele, N. Kern, H. Junker, P. Lukowicz and G. Tröster, 6th IEEE International Symposium on Wearable Computers (ISWC 2002), p.186–196, (2002)
2001
Beyond position Awareness, B. Schiele and S. Antifakos, Workshop on Location Modeling for Ubiquitous Computing at Ubicomp 2001, october, Atlanta, (2001)
Sensory-Augmented Computing: Wearing the Museum’s Guide, B. Schiele, T. Jebara and N. Oliver, IEEE Micro, Volume 21, Number 3, Los Alamitos, CA, USA, p.44-52, (2001)
Smart-Its Friends: A Technique for Users to Easily Establish Connections between Smart Artefacts., B. Schiele, H W. Gellersen, L E. Holmquist, M. Beigl, F. Mattern and P. Alahuhta, Lecture Notes in Computer Science, Volume 2201, p.116–122, (2001)
1999
Realtime Personal Positioning System for Wearable Computers, B. Schiele, H. Aoki and A. Pentland, 3rd IEEE International Symposium on Wearable Computers (ISWC 1999), Washington, DC, USA, p.37, (1999)
1998
Visual Contextual Awareness in Wearable Computing, B. Schiele, A. Pentland and T. Starner, 2nd IEEE International Symposium on Wearable Computers (ISWC 1998), Washington, DC, USA, p.50, (1998)

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