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last update 2008-08-26

Publications

2009

  • Mobile Vision: Do you want it and if so – what for?, Höller, N., Geven, A., Tscheligi, M., Omerčević, D., Luley, P., Amlacher, K., Paletta, L. and Leonardis, A., submission to CHI 2009, Boston, USA.
  • Robust Brand Detection as a Mobile Vision Service, Gaurav, K., Fritz, G., and Paletta, L., Proc. IS&T/SPIE Conference on Electronic Imaging, Intelligent Robots and Computer Vision XXVI: Algorithms and Techniques, EI 2009, San Jose, CA, USA, 18-22 January, 2009, in print

2008

  • Traffic Sign Recognition using a Generative Model of Scale Invariant Feature Descriptors, Arrabolu, S. and Paletta, L., Proc. National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, NCVPRIPG 2008, Gandhinagar, India, 11-13 January, 2008, in print.
  • Human Activity Recognition with Wearable Sensors, Tam Huynh, PhD Thesis, Darmstadt University of Technology, August 2008.
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  • User-Annotated Activity Data Gathering and Processing, David Kilian, Master Thesis, Darmstadt University of Technology, February 2008.
  • Exploring Semi-Supervised and Active Learning for Activity Recognition, M. Stikic., K. Van Laerhoven and B. Schiele, Proceedings of the eleventh International Symposium on Wearable Computers (ISWC 2008). IEEE Press. 2008. To Appear.
  • Integrating Visual Context and Object Detection within a Probabilistic Framework, Eds., Perko, R., Wojek, C., Schiele, B., and Leonardis, A., in Attention in Cognitive Systems, Paletta, L., and Tsotsos, John K., LNCS Springer-Verlag, Berlin, Germany, to appear 2008.
  • Attention in Cognitive Systems, Paletta, L., and Tsotsos, John K., Eds., LNCS Springer-Verlag, Berlin, Germany, to appear 2008.
  • Texture descriptors from matrix decomposition,Tavakoli Targhi, A., Hayman, E., and Eklundh, J.-O., to be submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence, in October 2008.
  • Urban location from street signs, Tavakoli Targhi, A., Naderi, S., Aghazadeh, O., and Eklundh, J.-O., to be submitted to Machine Vision and Applications, Springer, in October 2008.
  • MOBVIS - Vision Technologies and Intelligent Maps for Mobile Attentive User Interfaces in Urban Scenarios, Paletta, L. , Leonardis, A. , Eklundh, J.-O., Schiele, B., Vande Velde, L., to be submitted to IEEE Pervasive, in October 2008.
  • An Attentive Machine Interface Using Geo-Contextual Awareness for Mobile Vision Tasks. Amlacher, K. & Paletta, L. Proc. European Conference on Artificial Intelligence (ECAI 2008), pp. 601-605, 2008.
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  • Mobile Object Recognition Using Multi-Sensor Information Fusion in Urban Environments. Amlacher, K., Fritz, G., Luley, P., Almer, A., & Paletta, L. Proc. IEEE International Conference on Image Processing (ICIP 2008), in print
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  • Geo-Indexed Object Recognition for Mobile Vision Tasks. Amlacher, K. & Paletta, L. Proc. 10th International Conference on Human Computer Interaction with Mobile Devices and Services (Mobile HCI 2008), in print
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  • Geo-Indexed Object Recognition in Urban Scenarios. Amlacher, K., Paletta, L., Luley, P., Fritz, G., & Almer, A. Proc. 32nd Workshop of the Austrian Association for Pattern Recognition (AAPR / ÖAGM 2008), pp. 9-18
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  • Mapping of Object Awareness using Mobile Vision Services. Paletta, L., Fritz, G., Amlacher, K., Luley, P., Stelzl, H., & Almer, A. Advances in Mobile Mapping Technology, ISPRS Book Series, Taylor & Francis, Leiden, Netherlands, 2008, in print.
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  • Sustained Logging and Discrimination of Sleep Postures with Low-Level, Wrist-Worn Sensors. Van Laerhoven, K., Borazio, M., Kilian, D. & Schiele, B.. In Proceedings of the eleventh International Symposium on Wearable Computers (ISWC 2008). IEEE Press. 2008. To Appear.
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  • Using Rhythm Awareness in Long-Term Activity Recognition. Van Laerhoven, K., Kilian, D. & Schiele, B. In Proceedings of the eleventh International Symposium on Wearable Computers (ISWC 2008). IEEE Press. 2008. To Appear.
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  • Discovery of Activity Patterns using Topic Models. Huynh, T., Fritz, M., & Schiele, B.. 10th Int. Conference on Ubiquitous Computing (UbiComp 2008), To Appear.
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  • Joint Visual Vocabulary For Animal Classification. Maboudi Afkham, H., Tavakoli Targhi, A., Eklundh J.-O. & Pronobis, A.. In Proceedings of 19th International Conference on Pattern Recognition (ICPR 2008), IEEE Press, To Appear.
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  • Probabilistic Combination of Visual Context Based Attention and Object Detection. Perko, R.; Wojek, C.; Schiele, B. & Leonardis, A. International Workshop on Attention in Cognitive Systems, pages 166-179, 2008
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  • Similarity-based cross-layered hierarchical representation for object categorization. Fidler, S., Boben, M., Leonardis, A. Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Press.
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  • Visual context aware object detection. Perko, R. & Leonardis, A. Computer Vision and Image Understanding (CVIU), to be submitted in September 2008.
  • Learning Contextual Rules for Priming Object Categories Perko, R. & Leonardis, A. unpublished - to be published at a computer vision conference in 2008.
  • A Mobile Mapping Data Warehouse for Emerging Mobile Vision Services. Vande Velde, L., Paletta, L., Amlacher, K., Luley, P., Almer, A., Omercevic; D., & Leonardis, A. Proc. 15th World Congress on Intelligent Transport Systems (ITS 2008), in print
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  • Vegetation segmentation for boosting performance of MSER feature detector.
    Omerčević, D.; Perko, R.; Tavakoli Targhi, A.; Eklundh, J.& Leonardis A Computer Vision Winter Workshop, pages 17-23, 2008.
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2007

  • Learning hierarchical representations of object categories for robot vision. Leonardis, A. & Fidler, S. 13th International Symposium of Robotics Research (ISRR 2007).
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  • Racunalniski Vid v Mobilnih Aplikacijah, Marko Mahnic, Master Thesis, University of Ljubljana, Slovenia, 2007
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  • Scalable recognition of daily activities with wearable sensors, Huynh, T., Blanke, U., and Schiele, B., Proc. 3rd International Workshop on Location- and Context-Awareness (LoCA), 2007.
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  • Reinforcement Learning for Decision Making in Sequential Attention, Paletta, L., and Fritz, G., in Attention in Cognitive Systems, Paletta, L., and Rome, E., Eds., Lecture Notes in Computer Science – LNAI 4840, pp. 293-306, Springer-Verlag, Berlin, Germany, 2007.
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  • An attentional system combining top-down and bottom-up influences, Rasolzadeh, B., Tavakoli Targhi, A., and Eklundh, J.-O., Attention in Cognitive Systems, ed. L. Paletta and E. Rome, Theories and Systems from an Interdisciplinary Viewpoint (WAPCV 2007), volume 4840, Springer LNAI, 2007.
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  • Attention in Cognitive Systems, Paletta, L., and Rome, E., Eds., Lecture Notes in Computer Science – LNAI 4840, Springer-Verlag, Berlin, Germany, 2007.
  • Vision in the Real World: Attending and Recognizing Objects, Björkman, M., and Eklundh, J.-O., International Journal of Imaging Systems and Technology, Vol 16 pp 189-208, 2007.
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  • Context Driven Focus of Attention for Object Detection Perko, R., & Leonardis, A.
    Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint (WAPCV 2007), volume 4840, chapter , pages 216-233. Springer LNAI, 2007.
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  • How computer vision can help in outdoor positioning Steinhoff, U., Omerčević, D.; Perko, R.; Schiele, B. & Leonardis A.
    European Conference on Ambient Intelligence, volume 4794, pages 124-141.
    Springer LNCS, 2007
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  • Learning visual context for object detection
    Perko, R. & Leonardis, A.
    16th Electrotechnical and Computer Science Conference (ERK 2007), Portorož, Slovenia, Vol. B, pp. 163-166, 2007.
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  • High-Dimensional Feature Matching: Employing the Concept of Meaningful Nearest Neighbors
    D. Omerčević, O. Drbohlav, and A. Leonardis
    ICCV 2007
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  • Towards Scalable Representations of Object Categories: Learning a Hierarchy of Parts
    Fidler, S. & Leonardis, A.
    CVPR 2007
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  • Learning to Detect Windows in Urban Environments
    Ali, H.; Seifert, C.; Jindal, N.; Paletta, L. & Paar, G.
    31st Workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR), 2007
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  • A Mobile System for Vision based Road Sign Inventory
    Benesova, W.; Lypetskyy, Y.; Andreu, J.; Paletta, L.; Jeitler, A. & Hödl, E.
    Proc. 5th International Symposium on Mobile Mapping Technology (MMT 2007)
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  • Visual Object Recognition in the Context of Mobile Vision Services
    Paletta, L.
    Proc. 5th International Symposium on Mobile Mapping Technology (MMT 2007)
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  • Semantic Indexing for Visual Recognition of Buildings
    Ali, H.; Paar, G. & Paletta, L.
    Proc. 5th International Symposium on Mobile Mapping Technology (MMT 2007)
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  • Window Detection in Facades
    Ali, H.; Seifert, C.; Jindal, N.; Paletta, L. & Paar, G., Proc.
    International Conference on Image Analysis and Processing, ICIAP 2007
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  • Context awareness for object detection
    Perko, R. & Leonardis, A.
    31st Workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR), pp. 65-72, 2007
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2006

  • Real-time texture detection using the LU-transform, A. Tavakoli Targhi, M. Björkman, E. Hayman, and J-O. Eklundh, In Workshop Proc. Computation Intensive Methods for Computer Vision (ECCV), 2006.
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  • Less Supervision in Activity Recognition from Wearable Sensors, Huynh, T. and Schiele, B. Towards, Proceedings of the 10th IEEE International Symposium on Wearable Computing (ISWC). October 2006, Montreux, Switzerland.
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  • Hierarchical Statistical Learning of Generic Parts of Object Structure
    Fidler, S.; Berginc, G. & Leonardis, A.
    Proceedings of IEEE Conference on Computer Vision and Pattern Recognition 2006, Vol. 1, pp. 182-189, 2006
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  • A Mobile Vision System for Urban Object Detection with Informative Local Descriptors
    Fritz, G.; Seifert, C. & Paletta, L.
    Proc. IEEE 4th International Conference on Computer Vision Systems, ICVS, 2006
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  • Unsupervised Discovery of Structure in Activity Data using Multiple Eigenspaces
    Huynh, T. & Schiele, B.
    2nd International Workshop on Location- and Context- Awareness (LoCA), 2006
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  • BaMoS - A Mobile Medical Information System that Provides Assistance to Elderly People as well as Illiterates
    Kalcher, B.; Nischelwitzer, A.K.; Paletta, L.; Amlacher, K.; Luley, P.M.; Almer, A. & Rath, O.
    Proc Multimedia Applications in Education Conference (MAPEC2006), 2006
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  • Uporaba lokalnih značilnic v aplikacijah spoznavnega vida za urbana okolja
    Omerčević, D.; Perko, R. & Leonardis, A.
    15th Electrotechnical and Computer Science Conference (ERK 2006), Portorož, Slovenia, Vol. B, pp. 197-200, 2006
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  • A Mobile Vision System for Multimedia Trouist Applications in Urban Environment
    Paletta, L.; Fritz, G.; Seifert, C.; Luley, P. & Almer, A.
    Proc IEEE Intelligent Transportation System Conference (ITSC2006), 2006
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  • An attentional system combining top-down and bottom-up influences
    Rasolzadeh, B.; Björkman, M.; Hayman, E. & Eklundh, J.
    International Cognitive Vision Workshop, in conjunction with ECCV, Graz, Austria, 2006
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  • Local Descriptor Groupings in Reinforcement Learning of Sensory-Motor Attention
    Seifert, C.; Fritz, G. & Paletta, L.
    European Conference on Visual Perception (ECVP2006), Vol. 35, pp. 48, 2006
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  • Uporaba umetnega spoznavnega vida
    Skočaj, D.; Omerčević, D. & Leonardis, A.
    Računalniska obdelava slik in njena uporaba v Sloveniji (ROSUS 2006), Maribor, Slovenia, pp. 60-67, 2006
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  • Intelligent Maps for Vision Enhanced Mobile Interfaces in Urban Scenarios
    Vande Velde, L.; Luley, P.; Almer, A.; Seifert, C. & Paletta, L.
    Proc. 12th World Congress on Intelligent Transportation Systems and Services, ITS 2006,, 2006
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2005

  • Attention Architectures for Machine Vision and Mobile Robots, Paletta, L., Rome, E., and Buxton, H., in Neurobiology of Attention, Itti, L., Rees, G., and Tsotsos, J., Eds., Academic Press, New York, NY, 2005, pp. 642-648.
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  • Building Detection from Mobile Phone Imagery Using Informative SIFT
    Descriptors
    Fritz, G.; Seifert, C.; Kumar, M. & Paletta, L.
    Proc. 19th Scandinavian Conference on Image Analysis, SCIA, pp. 629-638, 2005
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  • Analyzing features for activity recognition
    Huynh, T. & Schiele, B.
    Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies, pp. 159-163, 2005
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  • A Multi-Sensor System for Mobile Services with Visual Enhanced Object and Location Awareness
    Luley, P.; Almer, A.; Seifert, C.; Fritz, G. & Paletta, L.
    Proc 2nd IEEE International Workshop on Mobile Commerce and Service, pp. 52-58, 2005
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  • Visual Object Detection from Mobile Phone Imagery for Context Awareness
    Luley, P.; Paletta, L. & Almer, A.
    Proc International Conference on Human Computer Interaction with Mobile Devices and Services (mobileHCI2005), pp. 385-386, 2005
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  • Geo-Services and Computer Vision for Object Awareness in Mobile System Application
    Luley, P.; Paletta, L.; Almer, A.; Schardt, M. & Ringert, J.
    Proc 3rd Symposium on LBS and Cartography, pp. 61-64, 2005
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  • Hierarhični model prepoznave objektov HMAX
    Omerčević, D. & Leonardis, A.
    14th Electrotechnical and Computer Science Conference (ERK 2005), Portorož, Slovenia, Vol. B, pp. 187-190, 2005
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  • Q-Learning of Sequential Attention for Visual Object Recognition from Informative Local Descriptors
    Paletta, L.; Fritz, G. & Seifert, C.
    Proc. 22nd International Conference on Machine Learning, ICML 2005, pp. 649-656, 2005
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  • Reinforcement Learning of Informative Attention Patterns for bject Recognition
    Paletta, L.; Fritz, G. & Seifert, C.
    Proc. 4th IEEE International Conference on Development and Learning, ICDL, pp. 188-193, 2005
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  • Perception-Action Based Object Detection From Local Descriptor Combination And Reinforcement Learning
    Paletta, L.; Fritz, G. & Seifert, C.
    Proc. 19th Scandinavian Conference on Image Analysis, SCIA, pp. 639-648, 2005
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  • Cascaded Sequential Attention for Object Recognition with Informative Local Descriptors and Q-learning of Grouping Strategies
    Paletta, L.; Fritz, G. & Seifert, C.
    Proc. CVPR 3rd International Workshop on Attention and Performance in Computational Vision, WAPCV, 2005
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  • Special issue: Attention and performance in computer vision, Computer Vision and Image Understanding
    Elsevier, 2005
Special issue: Attention and performance in computer vision