Michael Bleyer
Privatdoz. Dipl.-Ing. Dr.techn.
Role
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Affiliated
Computer Vision, E193-01
Projects
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Temporal-Consistent Stereo Matting for High-Quality Novel View Synthesis and Visual Effects
2009 – 2015 / Vienna Science and Technology Fund (WWTF) -
Energy Functions for Global Stereo Matching
2007 – 2012 / Austrian Science Fund (FWF) -
Video Engine Design Methodology Rules
2006 – 2015 / Federal Ministry of Transport, Innovation and Technology (bm:vit)
Publications
2013
- Fast Cost-Volume Filtering for Visual Correspondence and Beyond / Hosni, A., Rhemann, C., Bleyer, M., Rother, C., & Gelautz, M. (2013). Fast Cost-Volume Filtering for Visual Correspondence and Beyond. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(2), 504–511. https://doi.org/10.1109/tpami.2012.156
- Secrets of Adaptive Support Weight Techniques for Local Stereo Matching / Hosni, A., Bleyer, M., & Gelautz, M. (2013). Secrets of Adaptive Support Weight Techniques for Local Stereo Matching. Computer Vision and Image Understanding, 117(6), 620–632. http://hdl.handle.net/20.500.12708/155712
2012
- Accuracy-Efficiency Evaluation of Adaptive Support Weight Techniques for Local Stereo Matching / Hosni, A., Gelautz, M., & Bleyer, M. (2012). Accuracy-Efficiency Evaluation of Adaptive Support Weight Techniques for Local Stereo Matching. In Pattern Recognition Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012, Proceedings (pp. 337–346). Springer. https://doi.org/10.1007/978-3-642-32717-9_34
- Extracting 3D Scene-consistent Object Proposals and Depth from Stereo Images / Bleyer, M., Rhemann, C., & Rother, C. (2012). Extracting 3D Scene-consistent Object Proposals and Depth from Stereo Images. In European Conference on Computer Vision (ECCV) 2012 (pp. 1–14). http://hdl.handle.net/20.500.12708/54261
2011
- Object Stereo - Joint Stereo Matching and Object Segmentation / Bleyer, M., Rother, C., Kohli, P., Scharstein, D., & Sinha, S. (2011). Object Stereo - Joint Stereo Matching and Object Segmentation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2011 (pp. 1–8). http://hdl.handle.net/20.500.12708/53839
- Object Removal by Depth-guided Inpainting / He, L., Bleyer, M., & Gelautz, M. (2011). Object Removal by Depth-guided Inpainting. In ÖAGM / AAPR Workshop 2011 (pp. 1–8). http://hdl.handle.net/20.500.12708/53841
- Evaluation of data-parallel H.264 decoding approaches for strongly resource-restricted architectures / Seitner, F. H., Bleyer, M., Gelautz, M., & Beuschel, R. M. (2011). Evaluation of data-parallel H.264 decoding approaches for strongly resource-restricted architectures. Multimedia Tools and Applications, 53(2), 431–457. https://doi.org/10.1007/s11042-010-0501-7
- Recent Progress in Stereo Matching / Bleyer, M. (2011). Recent Progress in Stereo Matching. The 29th Pattern Recognition and Computer Vision Colloquium - Czech Technical University, Prag, EU. http://hdl.handle.net/20.500.12708/85193
- Recent Progress in Stereo Matching / Bleyer, M. (2011). Recent Progress in Stereo Matching. ÖAGM / AAPR Workshop 2011, Graz, Austria. http://hdl.handle.net/20.500.12708/85192
- Real-time Local Stereo Matching Using Guided Image Filtering / Hosni, A., Bleyer, M., Rhemann, C., Gelautz, M., & Rother, C. (2011). Real-time Local Stereo Matching Using Guided Image Filtering. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2011) (pp. 1–6). http://hdl.handle.net/20.500.12708/54087
- Temporally Consistent Disparity and Optical Flow via Efficient Spatio-temporal Filtering / Hosni, A., Rhemann, C., Bleyer, M., & Gelautz, M. (2011). Temporally Consistent Disparity and Optical Flow via Efficient Spatio-temporal Filtering. In Advances in Image and Video Technology (pp. 165–177). Springer Verlag. https://doi.org/10.1007/978-3-642-25367-6_15
- Fast Cost-Volume Filtering for Visual Correspondence and Beyond / Rhemann, C., Hosni, A., Bleyer, M., Rother, C., & Gelautz, M. (2011). Fast Cost-Volume Filtering for Visual Correspondence and Beyond. In IEEE Computer Vision and Pattern Recognition (p. 8). http://hdl.handle.net/20.500.12708/53855
- PatchMatch Stereo - Stereo Matching with Slanted Support Windows / Bleyer, M., Rhemann, C., & Rother, C. (2011). PatchMatch Stereo - Stereo Matching with Slanted Support Windows. In British Machine Vision Conference 2011 (pp. 1–11). http://hdl.handle.net/20.500.12708/53837
2010
- Does Color Really Help in Dense Stereo Matching? / Bleyer, M., & Chambon, S. (2010). Does Color Really Help in Dense Stereo Matching? In International Symposium 3D Data Processing, Visualization and Transmission (3DPVT) 2010 (pp. 1–8). http://hdl.handle.net/20.500.12708/53387
- Surface Stereo with Soft Segmentation / Bleyer, M., Rother, C., & Kohli, P. (2010). Surface Stereo with Soft Segmentation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. CVPR ’10 (pp. 1–8). IEEE. http://hdl.handle.net/20.500.12708/53385
- Near Real-Time Stereo With Adaptive Support Weight Approaches / Hosni, A., Bleyer, M., & Gelautz, M. (2010). Near Real-Time Stereo With Adaptive Support Weight Approaches. In International Symposium 3D Data Processing, Visualization and Transmission (3DPVT) 2010 (pp. 1–8). http://hdl.handle.net/20.500.12708/53390
- Geodesic Support Weights For Local Stereo / Hosni, A., Bleyer, M., & Gelautz, M. (2010). Geodesic Support Weights For Local Stereo. Junior Scientist Conference 2010, Wien, Austria. http://hdl.handle.net/20.500.12708/85259
- Spatial Scene Reconstruction for 3D Video/TV / Gelautz, M., Hosni, A., Bleyer, M., Rhemann, C., & Rother, C. (2010). Spatial Scene Reconstruction for 3D Video/TV. AIECS 2010, Graz, Austria. http://hdl.handle.net/20.500.12708/85062
- 3D ohne Brille - Die Zukunft des Fernsehens / Gelautz, M., Seitner, F., & Bleyer, M. (2010). 3D ohne Brille - Die Zukunft des Fernsehens. Consumer Content Conference, Köln, EU. http://hdl.handle.net/20.500.12708/85061
- Surface Stereo with Soft Segmentation (Poster presentation - ICVSS 2010) / Bleyer, M., Rother, C., & Kohli, P. (2010). Surface Stereo with Soft Segmentation (Poster presentation - ICVSS 2010). International Computer Vision Summer School 2010, Sicily, Italy, EU. http://hdl.handle.net/20.500.12708/85028
- Surface Stereo with Soft Segmentation (Talk for best presentation award - ICVSS 2010) / Bleyer, M., Rother, C., & Kohli, P. (2010). Surface Stereo with Soft Segmentation (Talk for best presentation award - ICVSS 2010). International Computer Vision Summer School 2010, Sicily, Italy, EU. http://hdl.handle.net/20.500.12708/85027
- Improving the Energy Model of Stereo Matching Algorithms / Bleyer, M. (2010). Improving the Energy Model of Stereo Matching Algorithms. Microsoft Research Cambridge, Vision Meeting, Cambridge, UK, EU. http://hdl.handle.net/20.500.12708/85026
- Filtering for Visual Correspondance / Rhemann, C., Hosni, A., Bleyer, M., Rother, C., & Gelautz, M. (2010). Filtering for Visual Correspondance. Microsoft Research Cambridge, Vision Meeting, Cambridge, UK, EU. http://hdl.handle.net/20.500.12708/85024
- Geodesic Adaptive Support Weight Approach For Local Stereo Matching / Hosni, A., Bleyer, M., Gelautz, M., & Rhemann, C. (2010). Geodesic Adaptive Support Weight Approach For Local Stereo Matching. In Proceedings of the 15th Computer Vision Winter Workshop (pp. 60–65). Czech Society for Cybernetics and Informatics, (Czech Pattern Recognition Society group). http://hdl.handle.net/20.500.12708/54020
2009
- Runtime-Optimised Intra-4x4 Mode-Decision for H.264/AVC Video Encoding / Jordan, H., Seitner, F., Bleyer, M., & Gelautz, M. (2009). Runtime-Optimised Intra-4x4 Mode-Decision for H.264/AVC Video Encoding. In Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA 2009) (pp. 227–232). IEEE. http://hdl.handle.net/20.500.12708/52853
- Development of a High-Level Simulation Approach and Its Application to Multicore Video Decoding / Seitner, F. H., Bleyer, M., Gelautz, M., & Beuschel, R. M. (2009). Development of a High-Level Simulation Approach and Its Application to Multicore Video Decoding. IEEE Transactions on Circuits and Systems for Video Technology, 19(11), 1667–1679. https://doi.org/10.1109/tcsvt.2009.2031523
- Image Segmentation Via Iterative Geodesic Averaging / Hosni, A., Bleyer, M., & Gelautz, M. (2009). Image Segmentation Via Iterative Geodesic Averaging. In Proceedings of the 5th International Conference on Image and Graphics (p. 6). http://hdl.handle.net/20.500.12708/53017
- Local Stereo Matching Using Geodesic Support Weights / Hosni, A., Bleyer, M., Gelautz, M., & Rhemann, C. (2009). Local Stereo Matching Using Geodesic Support Weights. In Proceedings of the IEEE International Conference on Image Processing (p. 4). IEEE. http://hdl.handle.net/20.500.12708/53015
- Temporally Consistent Disparity Maps from Uncalibrated Stereo Videos / Bleyer, M., & Gelautz, M. (2009). Temporally Consistent Disparity Maps from Uncalibrated Stereo Videos. In Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA 2009), Special Session on Stereo Analysis and 3D Video/TV (p. 5). IEEE. http://hdl.handle.net/20.500.12708/53014
- A Stereo Approach that Handles the Matting Problem via Image Warping / Bleyer, M., Gelautz, M., Rother, C., & Rhemann, C. (2009). A Stereo Approach that Handles the Matting Problem via Image Warping. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2009 (p. 8). http://hdl.handle.net/20.500.12708/53012
2008
- Motion Analysis for Video Object Segmentation / Gelautz, M., Bleyer, M., & Rhemann, C. (2008). Motion Analysis for Video Object Segmentation. Sitzung der ITG-Fachgruppe Algorithmen für die Signalverarbeitung “MIMO- und mehrdimensionale Signalverarbeitung,” Wien, Austria. http://hdl.handle.net/20.500.12708/84830
- 3D Scene Reconstruction by Stereo Methods for Analysis and Visualization of Sports Scenes / Gelautz, M., Bleyer, M., Markovic, D., & Rhemann, C. (2008). 3D Scene Reconstruction by Stereo Methods for Analysis and Visualization of Sports Scenes. In Dagstuhl Seminar Proceedings 08372 (p. 3). http://hdl.handle.net/20.500.12708/52538
- Evaluation of Different Methods for Using Colour Information in Global Stereo Matching Approaches / Bleyer, M., Chambon, S., Poppe, U., & Gelautz, M. (2008). Evaluation of Different Methods for Using Colour Information in Global Stereo Matching Approaches. In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXVII, Part B3a (pp. 415–420). http://hdl.handle.net/20.500.12708/52348
- Simple but Effective Tree Structures for Dynamic Programming-based Stereo Matching / Bleyer, M., & Gelautz, M. (2008). Simple but Effective Tree Structures for Dynamic Programming-based Stereo Matching. In International Conference on Computer Vision Theory and Applications (VISAPP) (pp. 415–422). http://hdl.handle.net/20.500.12708/52347
- Development of Multi-Core Video Decoding Platforms based on High-Level Architecture Simulations / Seitner, F., Bleyer, M., & Gelautz, M. (2008). Development of Multi-Core Video Decoding Platforms based on High-Level Architecture Simulations. In Proc. of the JSC 2008 (pp. 71–72). http://hdl.handle.net/20.500.12708/52312
- Design Methodology for the SVENm Multimedia Engine / Seitner, F., Meser, J., Schedelberger, G., Wasserbauer, A., Bleyer, M., Gelautz, M., Schutti, M., Schreier, R. M., Vaclavik, P., Krottendorfer, G., Truhlar, G., Bauernfeind, T., & Beham, P. (2008). Design Methodology for the SVENm Multimedia Engine. In Proc. of the 16th Austrian Workshop on Microelectronics. 16th Austrian Workshop on Microelectronics (Austrochip), Linz, Austria. http://hdl.handle.net/20.500.12708/52290
- Evaluation of data-parallel splitting approaches for H.264 decoding / Seitner, F., Bleyer, M., Schreier, R. M., & Gelautz, M. (2008). Evaluation of data-parallel splitting approaches for H.264 decoding. In Proc. of the 6th Int. Conf. on Advances in Mobile Computing and Multimedia (pp. 40–49). http://hdl.handle.net/20.500.12708/52279
- A high-level simulator for the H.264/AVC decoding process in multi-core systems / Seitner, F., Schreier, R. M., Bleyer, M., & Gelautz, M. (2008). A high-level simulator for the H.264/AVC decoding process in multi-core systems. In Proceedings of SPIE, Multimedia on Mobile Devices 2008 (pp. 5–16). SPIE. http://hdl.handle.net/20.500.12708/52175
2007
- Graph-cut-based Stereo Matching using Image Segmentation with Symmetrical Treatment of Occlusions / Bleyer, M., & Gelautz, M. (2007). Graph-cut-based Stereo Matching using Image Segmentation with Symmetrical Treatment of Occlusions. Signal Processing: Image Communication, 22(2), 127–143. http://hdl.handle.net/20.500.12708/169679
- A Macroblock-level Analysis on the Dynamic Behaviour of an H.264 Decoder / Seitner, F., Schreier, R. M., Bleyer, M., & Gelautz, M. (2007). A Macroblock-level Analysis on the Dynamic Behaviour of an H.264 Decoder. In Proceedings of ISCE 2007 (pp. 1–5). IEEE. http://hdl.handle.net/20.500.12708/51978
2006
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Segmentation-based stereo and motion with occlusions
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Bleyer, M. (2006). Segmentation-based stereo and motion with occlusions [Dissertation, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-14432
Download: PDF (6.15 MB) - A Graph-based Approach to Optical Flow Estimation / Rhemann, C., Bleyer, M., & Gelautz, M. (2006). A Graph-based Approach to Optical Flow Estimation. In Proceedings of the Junior Scientist Conference 2006 (pp. 61–63). http://hdl.handle.net/20.500.12708/51742
- Segmentation-based Motion with Occlusions Using Graph-Cut Optimization / Bleyer, M., Rhemann, C., & Gelautz, M. (2006). Segmentation-based Motion with Occlusions Using Graph-Cut Optimization. In K. Franke, K.-R. Müller, B. Nickolay, & R. Schäfer (Eds.), Pattern Recognition. 28th DAGM Symposium, Berlin, Germany, September 12-14, 2006, Proceedings (pp. 465–474). Springer. https://doi.org/10.1007/11861898_47
2005
- A Layered Stereo Matching Algorithm Using Image Segmentation and Global Visibility Constraints / Bleyer, M., & Gelautz, M. (2005). A Layered Stereo Matching Algorithm Using Image Segmentation and Global Visibility Constraints. ISPRS Journal of Photogrammetry and Remote Sensing, 59(3), 128–150. http://hdl.handle.net/20.500.12708/173374
- Region-based Optical Flow Estimation with Treatment of Occlusions / Bleyer, M., Gelautz, M., & Rhemann, C. (2005). Region-based Optical Flow Estimation with Treatment of Occlusions. In Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition (HACIPPR) (pp. 235–242). http://hdl.handle.net/20.500.12708/51289
- Colour Segmentation-based Computation of Dense Optical Flow with Application to Video Object Segmentation / Bleyer, M., Gelautz, M., & Rhemann, C. (2005). Colour Segmentation-based Computation of Dense Optical Flow with Application to Video Object Segmentation. ÖGAI Journal, 24(1), 11–15. http://hdl.handle.net/20.500.12708/173375
- Graph-based Surface Reconstruction from Stereo Pairs Using Image Segmentation / Bleyer, M., & Gelautz, M. (2005). Graph-based Surface Reconstruction from Stereo Pairs Using Image Segmentation. In SPIE Symposium on Electronic Imaging 2005 (Videometrics VIII) (pp. 288–299). http://hdl.handle.net/20.500.12708/51290
- Video Object Segmentation and Compositing / Gelautz, M., Bleyer, M., Rhemann, C., Markovic, D., & Stavrakis, E. (2005). Video Object Segmentation and Compositing. Winter Augmented Reality Meeting 2005, Graz, Austria. http://hdl.handle.net/20.500.12708/84485
- Image-Based Stereoscopic Stylization / Stavrakis, E., Bleyer, M., Markovic, D., & Gelautz, M. (2005). Image-Based Stereoscopic Stylization. In IEEE International Conference on Image Processing, Volume 3 (pp. 5–8). IEEE. http://hdl.handle.net/20.500.12708/51222
2004
- A layered stereo algorithm using image segmentation and global visibility constraints / Bleyer, M., & Gelautz, M. (2004). A layered stereo algorithm using image segmentation and global visibility constraints. IEEE International Conference on Image Processing, Genova, Italy, EU. http://hdl.handle.net/20.500.12708/84336
- Stereo-based Image and Video Analysis for Multimedia Applications / Gelautz, M., Stavrakis, E., & Bleyer, M. (2004). Stereo-based Image and Video Analysis for Multimedia Applications. XXth International Congress for Photogrammetry and Remote Sensing, Istanbul, Turkey, Austria. http://hdl.handle.net/20.500.12708/84361
2003
- Video-based 3D Reconstruction of Moving Scenes Using Multiple Stationary Cameras / Bleyer, M., & Gelautz, M. (2003). Video-based 3D Reconstruction of Moving Scenes Using Multiple Stationary Cameras. ÖAGM/AAPR, Krumbach, Austria, Austria. http://hdl.handle.net/20.500.12708/84304
2002
- Ein effizienter hybrider evolutionärer Algorithmus für kapazitätenbeschränkte minimale Spannbaumprobleme / Bleyer, M. (2002). Ein effizienter hybrider evolutionärer Algorithmus für kapazitätenbeschränkte minimale Spannbaumprobleme [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/181291
Supervisions
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Eine Untersuchung zur Wichtigkeit von Farbe in Stereo-Matching
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Haßlacher, A. (2012). Eine Untersuchung zur Wichtigkeit von Farbe in Stereo-Matching [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-53476
Download: PDF (2.67 MB) -
Effiziente kantenerhaltende Bildglättung und ihre Anwendung in der Praxis
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Braun, G. (2011). Effiziente kantenerhaltende Bildglättung und ihre Anwendung in der Praxis [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-60787
Download: PDF (6.57 MB) - Evaluierung konkurrierender Datenterme für das Stereokorrespondenzproblem / Gross, R. (2009). Evaluierung konkurrierender Datenterme für das Stereokorrespondenzproblem [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/186551
- Region-based optical flow estimation with treatment of occlusions / Rhemann, C. (2005). Region-based optical flow estimation with treatment of occlusions [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/182713