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MPI-INF D2 Publications

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Your search returned the following 63 documents:

  1. Generating Visual Explanations
    Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, and Trevor Darrell
    In: The 14th European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, 2016
  2. Generative Adversarial Text to Image Synthesis
    Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, and Honglak Lee
    Journal of Machine Learning Research 48, 2016
  3. Latent Embeddings for Zero-Shot Classification
    Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, and Bernt Schiele
    In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, 2016
  4. Learning Deep Representations of Fine-Grained Visual Descriptions
    Scott Reed, Zeynep Akata, Honglak Lee, and Bernt Schiele
    In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, 2016
  5. Multi-Cue Zero-Shot Learning with Strong Supervision
    Zeynep Akata, Mateusz Malinowski, Mario Fritz, and Bernt Schiele
    In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, 2016
  6. Evaluation of Output Embeddings for Image Classification
    Zeynep Akata, Scott Reed, Danie Walter, Honglak Lee, and Bernt Schiele
    In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015, Boston, USA, 2015
  7. How good are detection proposals, really?
    Jan Hosang, Rodrigo Benenson, and Bernt Schiele
    In: 25th British Machine Vision Conference, Nottingham, UK, 2014
    [PDF: Download: 2014_bmvc_candidate_detections_with_supplementary.pdf]
  8. Occlusion Patterns for Object Class Detection
    Bojan Pepikj, Michael Stark, Peter Gehler, and Bernt Schiele
    In: IEEE Conference on Computer Vision and Pattern Recognition, oregon convention center, Portland, Oregon, USA, 2014
  9. Ten Years of Pedestrian Detection, What Have We Learned?
    Rodrigo Benenson, Mohamed Omran, Jan Hosang, and Bernt Schiele
    In: 2nd Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving (CVRSUAD, ECCV Workshop), Zurich, Switzerland, 2014

  10. Detailed 3D Representations for Object Recognition and Modeling
    Zeeshan Zia, Michael Stark, Bernt Schiele, and Konrad Schindler
    IEEE Transactions on Pattern Analysis and Machine Intelligence , 2013
  11. Grounding Action Descriptions in Videos
    Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, Stefan Thater, Bernt Schiele, and Manfred Pinkal
    Transactions of the Association for Computational Linguistics (TACL) 1: 25-36, 2013
  12. Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes
    Christian Wojek, Stefan Walk, Stefan Roth, Konrad Schindler, and Bernt Schiele
    IEEE Transactions on Pattern Analysis and Machine Intelligence , 2013
  13. Occlusion Patterns for Object Class Detection
    Bojan Pepik, Michael Stark, Peter Gehler, and Bernt Schiele
    In: Computer Vision - CVPR 2013 : Computer Vision and Pattern Recognition, Oregon Convention Center, Portland, Oregon, USA, 2013
  14. Poselet Conditioned Pictorial Structures
    Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler, and Bernt Schiele
    In: 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, 2013, 1-8
  15. Semi-Supervised Learning on a Budget: Scaling up to Large Datasets
    Sandra Ebert, Mario Fritz, and Bernt Schiele
    In: 11th Asian Conference on Computer Vision (ACCV 2012), Daejeon, Korea, 2013
  16. Video Segmentation with Superpixels
    Fabio Galasso, Roberto Cipolla, and Bernt Schiele
    In: Computer Vision -- ACCV 2012 : 11th Asian Conference on Computer Vision, Daejeon, Korea, 2013, 760-774
    [PDF: Download: GalassoetalACCV12.pdf]
  17. 3D Object Detection with Multiple Kinects
    Wandi Susanto, Marcus Rohrbach, and Bernt Schiele
    In: Computer Vision - ECCV 2012 : Workshops and Demonstrations, Firenze, Italy, 2012, 93-102
  18. A Database for Fine Grained Activity Detection of Cooking Activities
    Marcus Rohrbach, Sikandar Amin, Mykhaylo Andriluka, and Bernt Schiele
    In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, United States, 2012, 1194-1201
  19. Active Metric Learning for Object Recognition
    Sandra Ebert, Mario Fritz, and Bernt Schiele
    In: Pattern Recognition : Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, 2012, 327-336
  20. Articulated People Detection and Pose Estimation: Reshaping the Future
    Leonid Pishchulin, Arjun Jain, Mykhaylo Andriluka, Thorsten Thormaehlen, and Bernt Schiele
    In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, United States, 2012, 3178-3185
  21. Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer
    Marcus Rohrbach, Michael Stark, György Szarvas, and Bernt Schiele
    In: Trends and Topics in Computer Vision : ECCV 2010 Workshops, Heraklion, Crete, Greece, 2012, 15-28
  22. Detection and Tracking of Occluded People
    Siyu Tang, Mykhaylo Andriluka, and Bernt Schiele
    In: British Machine Vision Conference (BMVC) 2012, Surrey, UK, 2012, 9.1-9.11, paper no. 9.
  23. Discriminative appearance models for pictgorial structures
    Mykhaylo Andriluka, Stefan Roth, and Bernt Schiele
    International journal of computer vision 99 (3): 259-280, 2012
  24. Discriminative Appearance Models for Pictorial Structures
    Mykhaylo Andriluka, Stefan Roth, and Bernt Schiele
    International Journal of Computer Vision 99 (3): 259-280, 2012
  25. Fine-grained categorization for 3D scene understanding
    Michael Stark, Jonathan Krause, Bojan Pepik, David Meger, James J. Little, Bernt Schiele, and Daphne Koller
    In: British Machine Vision Conference (BMVC) 2012, Surrey, UK, 2012, 36.1-36.12, paper no. 36.
  26. Pedestrian Detection: An Evaluation of the State of the Art
    Piotr Dollár, Christian Wojek, Bernt Schiele, and Pietro Perona
    IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (4): 743-761, 2012
  27. Script Data for Attribute-based Recognition of Composite Activities
    Marcus Rohrbach, Michaela Regneri, Mykhaylo Andriluka, Sikandar Amin, Manfred Pinkal, and Bernt Schiele
    In: Computer Vision - ECCV 2012 : 12th European Conference on Computer Vision, Firenze, Italy, 2012, 144-157
  28. Teaching 3D Geometry to Deformable Part Models
    Bojan Pepik, Michael Stark, Peter Gehler, and Bernt Schiele
    In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, United States, 2012, 3362-3369
  29. 3D2PM - 3D Deformable Part Models
    Bojan Pepik, Peter Gehler, Michael Stark, and Bernt Schiele
    In: Computer Vision - ECCV 2012 : 12th European Conference on Computer Vision, Firenze, Italy, 2012, 356-370
  30. RALF: A Reinforced Active Learning Formulation for Object Class Recognition
    Sandra Ebert, Mario Fritz, and Bernt Schiele
    In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence, RI, 2012, 3626-3633
  31. A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors
    Johannes Meyer, Paul Schnitzspan, Stefan Kohlbrecher, Karen Petersen, Oliver Schwahn, Mykhaylo Andriluka, Uwe Klingauf, Stefan Roth, Bernt Schiele, and Oskar von Stryk
    In: RoboCup 2010: Robot Soccer World Cup XIV, Singapore, Singapore, 2011 to appear
  32. Evaluating Knowledge Transfer and Zero-Shot Learning in a Large-Scale Setting
    Marcus Rohrbach, Michael Stark, and Bernt Schiele
    In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs,CO, 2011, 1641-1648
    [PDF: Download: rohrbach11cvpr.pdf]
  33. Explicit Occlusion Reasoning for 3D Object Detection
    David Meger, Christian Wojek, Bernt Schiele, and Jim J. Little
    In: Proceedings of the British Machine Vision Conference 2011 (BMVC 2011), Dundee, Scotland, 2011, 113.1-113.11, paper no. 113.
  34. In Good Shape: Robust People Detection based on Appearance and Shape
    Leonid Pishchulin, Arjun Jain, Wojek Christian, Thorsten Thormaehlen, and Bernt Schiele
    In: Proceedings of the British Machine Vision Conference 2011 (BMVC 2011), Dundee, Scotland, 2011, 5.1-5.12, paper no. 5.
    [PDF: Download: pishchulin2011bmvc.pdf]
  35. Learning People Detection Models from Few Training Samples
    Leonid Pishchulin, Arjun Jain, Christian Wojek, Mykhaylo Andriluka, Thorsten Thormaehlen, and Bernt Schiele
    In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, 2011, 1473-1480
  36. Monocular 3D Scene Understanding with Explicit Occlusion Reasoning
    Christian Wojek, Stefan Walk, Stefan Roth, and Bernt Schiele
    In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, 2011, 1193-2000
  37. Pick your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation
    Sandra Ebert, Mario Fritz, and Bernt Schiele
    In: Pattern Recognition : 33rd DAGM Symposium, Frankfurt, Germany, 2011, 152-162
  38. Revisiting 3D Geometric Models for Accurate Object Shape and Pose
    M. Zeeshan Zia, Michael Stark, Bernt Schiele, and Konrad Schindler
    In: 2011 IEEE International Conference on Computer Vision : WS08, Workshop on 3D representation and recognition (3dRR-11), Barcelona, Spain, 2011, 569-576. Note: won the 3rd International IEEE Workshop on 3D Representation and Recognition (3dRR-11) best paper award
  39. South by South-East or Sitting at the Desk: Can Orientation be a Place?
    Ulf Blanke, R. Rehner, and Bernt Schiele
    In: 15th Annual International Symposium on Wearable Computers, ISWC 2011, San Francisco, CA, 2011, 43-46
  40. Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors
    Maja Stikic, Diane Larlus, Sandra Ebert, and Bernt Schiele
    IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (12): 2521 - 2537, 2011
  41. All for one or one for all? -- Combining Heterogeneous Features for Activity Spotting
    Ulf Blanke, Matthias Kreil, Bernt Schiele, Paul Lukowicz, Bernhard Sick, and Thiemo Gruber
    In: 7th IEEE International Workshop on Context Modeling and Reasoning (CoMoRea 2010), Mannheim, Germany, 2010, 18-24
  42. Automatic Discovery of Meaningful Object Parts with Latent CRFs
    Paul Schnitzspan, Stefan Roth, and Bernt Schiele
    In: 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, 2010, 121-128
  43. Back to the Future: Learning Shape Models from 3D CAD Data
    Michael Stark, Michael Goesele, and Bernt Schiele
    In: 21st British Machine Vision Conference (BMVC), Aberystwyth, Wales, 2010, 106,1-106,11, paper no. 106.
  44. Categorical Perception
    Mario Fritz, Andriluka Mykhaylo, Sanja Fidler, Michael Stark, Ales Leonardis, and Bernt Schiele
    In: Cognitive Systems, 2010, 131-164
  45. Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer
    Marcus Rohrbach, Michael Stark, György Szarvas, and Bernt Schiele
    In: First International Workshop on Parts and Attributes in conjunction with ECCV 2010, Crete, Greece, 2010
    [PDF: Download: rohrbach10eccvw.pdf]
  46. Dead Reckoning from the Pocket - An Experimental Study
    Ulrich Steinhoff and Bernt Schiele
    In: IEEE 2010 International Conference on Pervasive Computing and Communications (PerCom), Mannheim, Germany, 2010, 162-170
  47. Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo
    Stefan Walk, Konrad Schindler, and Bernt Schiele
    In: Computer Vision - ECCV 2010 : 11th European Conference on Computer Vision, Heraklion, Crete, Greece, 2010, 182-195
  48. Extracting Structures in Image Collections for Object Recognition
    Sandra Ebert, Diane Larlus, and Bernt Schiele
    In: Computer Vision - ECCV 2010 : 11th European Conference on Computer Vision, Crete, Greece, 2010, 720-733
    [PDF: Download: EbertLarlusSchieleECCV2010.pdf]
  49. Monocular 3D Pose Estimation and Tracking by Detection
    Mykhaylo Andriluka, Stefan Roth, and Bernt Schiele
    In: 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, 2010, 623-630
  50. Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes
    Christian Wojek, Stefan Roth, Konrad Schindler, and Bernt Schiele
    In: Computer Vision - ECCV 2010 : 11th European Conference on Computer Vision, Heraklion, Crete, Greece, 2010, 467-481
    [PDF: Download: wojek2010eccv.pdf]
  51. Multi-cue pedestrian classification with patial occlusion handling
    Markus Enzweiler, Angela Eigenstetter, Bernt Schiele, and Dariu M. Gavrila
    In: 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)., San Francisco, USA, 2010, 990-997
  52. Multi-Modal Learning
    Danijel Skocaj, Kristan Matej, Alen Vrecko, Ales Leonardis, Mario Fritz, Michael Stark, Bernt Schiele, Somboon Hongeng, and Jeremy L. Wyatt
    In: Cognitive Systems, 2010, 265-309
  53. New Features and Insights for Pedestrian Detection
    Stefan Walk, Nikodem Majer, Konrad Schindler, and Bernt Schiele
    In: 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, 2010, 1030-1037
  54. Remember and Transfer what you have Learned - Recognizing Composite Activities based on Activity Spotting
    Ulf Blanke and Bernt Schiele
    In: International Symposium on Wearable Computers 2010 : the 14th Annual ISWC, Seoul, Korea, 2010
  55. Standing on the Shoulders of Other Researchers - A Position Statement
    Ulf Blanke, Diane Larlus, Kristof Van Laerhoven, and Bernt Schiele
    In: How To Do Good Research In Activity Recognition: Experimental methodology, performance evaluation and reproducibility : Workshop in conjunction with Pervasive 2010, Helsinki, Finland, 2010
  56. Towards Human Motion Capturing using Gyroscopeless Orientation Estimation
    Ulf Blanke and Bernt Schiele
    In: International Symposium on Wearable Computers 2010 : the 14th Annual ISWC, Seoul, Korea, 2010
  57. Tutor-based learning of visual categories using different levels of supervision
    Mario Fritz, Geert-Jan M. Kruijff, and Bernt Schiele
    Computer Vision and Image Understanding 114 (5): 564-573, 2010
  58. Vision Based Victim Detection from Unmanned Aerial Vehicles
    Mykhaylo Andriluka, Paul Schnitzspan, Johannes Meyer, Stefan Kohlbrecher, Karen Petersen, Oskar von Stryk, Stefan Roth, and Bernt Schiele
    In: 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Taipei, Taiwan, 2010, 1740-1747
  59. What helps Where - and Why? Semantic Relatedness for Knowledge Transfer
    Marcus Rohrbach, Michael Stark, György Szarvas, Iryna Gurevych, and Bernt Schiele
    In: 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, USA, 2010, 910-917
    [PDF: Download: rohrbach10cvpr.pdf]
  60. An Analysis of Sensor-Oriented vs. Model-Based Activity Recognition
    Andreas Zinnen, Ulf Blanke, and Bernt Schiele
    In: 14th International Symposium on Wearable Computers, Linz, Austria, 2009, 1-8
  61. Daily Routine Recognition through Activity Spotting
    Ulf Blanke and Bernt Schiele
    In: 4th International Symposium on Location and Context Awareness, Tokyo, Japan, 2009, 1-15
  62. Scalable Recognition of Daily Activities with Wearable Sensors
    Ulf Blanke and Bernt Schiele
    In: 3rd International Workshop on Location- and Context- Awareness (LoCA 2007), Oberpfaffenhofen, Germany, 2007, 1-18
  63. Sensing Location in the Pocket.
    Ulf Blanke and Bernt Schiele
    In: 10th Int. Conference on Ubiquitous Computing (UbiComp, adjunct proceedings), Seoul, South Korea, 2008, 1-2