Omnidirectional image stabilization for visual object recognition

International Journal of Computer Vision

Volumn 91, Issue 2, 2011, Pages 157-174

  Torii, Akihiko ^a   Havlena, Michal ^a   Pajdla, Tomáš ^a  

^a CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

Author keywords

Image rectification; Object recognition; Omnidirectional vision; Structure from motion

Indexed keywords

3-D TRAJECTORY; CAMERA TRAJECTORIES; FEATURE POINT; HAND-HELD CAMERAS; IMAGE RECTIFICATION; IMAGE STABILIZATION; NATURAL ENVIRONMENTS; OMNIDIRECTIONAL IMAGE; OMNIDIRECTIONAL VISION; PERSPECTIVE IMAGE; REAL IMAGE SEQUENCES; STRUCTURE FROM MOTION; TRAJECTORY ESTIMATION; VISUAL OBJECT RECOGNITION;

CAMERAS; FEATURE EXTRACTION; OBJECT RECOGNITION; PIPELINES; STABILIZATION; TRAJECTORIES;

THREE DIMENSIONAL;

EID: 79851515049     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-010-0350-x     Document Type: Article

References (50)

1. 2d3. Boujou (2001). http://www.boujou.com.
2. Akbarzadeh, A., Frahm, J. M., Mordohai, P., Clipp, B., Engels, C., Gallup, D., Merrell, P., Phelps, M., Sinha, S., Talton, B., Wang, L., Yang, Q., Stewénius, H., Yang, R., Welch, G., Towles, H., Nistér, D., Polleeys, M. (2006). Towards urban 3D reconstruction from video. In 3DPVT, Invited paper.
3. Bakstein, H., Pajdla, T. (2002). Panoramic mosaicing with a 180° field of view lens. In OMNIVIS '02, Copenhagen, Denmark (pp. 60-67).
4. H. Bay A. Ess T. Tuytelaars L. Van Gool 2008 Speeded-up robust features (SURF) Computer Vision and Image Understanding 110 3 346 359 10.1016/j.cviu.2007.09.014
5. Brown, M., Lowe, D. G. (2003). Recognising panoramas. In ICCV '03, Washington, DC, USA.
6. Chum, O., Matas, J. (2005). Matching with PROSAC-progressive sample consensus. In CVPR '05, Los Alamitos, USA (Vol. I, pp. 220-226).
7. Clipp, B. Kim, J.-H., Frahm, J.-M., Pollefeys, M., Hartley, R. (2008). Robust 6DOF motion estimation for non-overlapping, multi-camera systems. In WACV '08 (Vol. I, pp. 1-8).
8. Cornelis, N., Cornelis, K., Van Gool, L. (2006). Fast compact city modeling for navigation pre-visualization. In CVPR '06, New York, USA (Vol. II, pp. 1339-1344). (Pubitemid 44931476)
9. Dalal, N., Triggs, B. (2005). Histograms of oriented gradients for human detection. In CVPR '05, Los Alamitos, USA (Vol. I, pp. 886-893). (Pubitemid 43897286)
10. A. J. Davison N. D. Molton 2007 Monoslam: Real-time single camera SLAM IEEE Transactions on Patern Analysis and Machine Intelligence 29 6 1052 1067 10.1109/TPAMI.2007.1049 (Pubitemid 46667415)
11. Ess, A., Leibe, B., Schindler, K., Van Gool, L. (2008). A mobile vision system for robust multi-person tracking. In CVPR '08, Anchorage, AK, USA.
12. M. Fischler R. Bolles 1981 Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography Communications of the ACM 24 6 381 395 10.1145/358669.358692 618158 (Pubitemid 12444102)
13. Geyer, C., Daniilidis, K. (2001). Structure and motion from uncalibrated catadioptric views. In CVPR '01 (pp. 279-286).
14. T. Goedemé M. Nuttin T. Tuytelaars L. Van Gool 2007 Omnidirectional vision based topological navigation International Journal of Computer Vision 74 3 219 236 10.1007/s11263-006-0025-9 (Pubitemid 47142800)
15. Hartley, R., Zisserman, A. (2003). Multiple view geometry in computer vision (2nd ed.). Cambridge: Cambridge University Press.
16. Havlena, M., Pajdla, T., Cornelis, K. (2008). Structure from omnidirectional stereo rig motion for city modeling. In VISAPP '08, Funchal, Portugal.
17. Havlena, M., Torii, A., Knopp, H., Pajdla, T. (2009). Randomized structure from motion based on atomic 3D models from camera triplets. In CVPR '09, Miami, FL, USA.
18. Heller, J., Havlena, M., Torii, A., Pajdla, T. (2010). CMP SfM web service v1.0. (Research Report CTU-CMP-2010-01). CMP Prague.
19. Hoiem, D., Efros, A. A., Hebert, M. (2006). Putting objects in perspective. In CVPR '06 (Vol. II, pp. 2137-2144). (Pubitemid 44931578)
20. Kahl, F. (2005). Multiple view geometry and the L-infinity norm. In ICCV '05, China, Beijing.
21. Q. Ke T. Kanade 2007 Quasiconvex optimization for robust geometric reconstruction IEEE Transactions on Patern Analysis and Machine Intelligence 29 10 1834 1847 10.1109/TPAMI.2007.1083
22. Knopp, J., Šivic, J., Pajdla, T. (2009). Location recognition using large vocabularies and fast spatial matching (Research Report CTU-CMP-2009-01). CMP Prague.
23. Leibe, B., Cornelis, N., Cornelis, K., Van Gool, L. (2007a). Dynamic 3D scene analysis from a moving vehicle. In CVPR '07, Minneapolis, MN, USA.
24. Leibe, B., Schindler, K., Van Gool, L. (2007b). Coupled detection and trajectory estimation for multi-object tracking. In ICCV '07, Rio de Janeiro, Brazil.
25. Li, H., Hartley, R. (2005). A non-iterative method for correcting lens distortion from nine point correspondences. In OMNIVIS '05 China: Beijing.
26. Lourakis, M., Argyros, A. (2004). The design and implementation of a generic sparse bundle adjustment software package based on the Levenberg-Marquardt algorithm (Technical Report 340). Institute of Computer Science-FORTH, Heraklion, Crete, Greece. http://www.ics.forth.gr/~lourakis/sba.
27. D. Lowe 2004 Distinctive image features from scale-invariant keypoints International Journal of Computer Vision 60 2 91 110 10.1023/B:VISI.0000029664. 99615.94
28. Martinec, D., Pajdla, T. (2007). Robust rotation and translation estimation in multiview reconstruction. In CVPR '07, Minneapolis, MN, USA.
29. J. Matas O. Chum M. Urban T. Pajdla 2004 Robust wide-baseline stereo from maximally stable extremal regions Image and Vision Computing 22 10 761 767 10.1016/j.imavis.2004.02.006
30. Microsoft (2008). Photosynth: Use your camera to stitch the world. http://livelabs.com/photosynth.
31. B. Mičušík T. Pajdla 2006 Structure from motion with wide circular field of view cameras IEEE Transactions on Patern Analysis and Machine Intelligence 28 7 1135 1149 10.1109/TPAMI.2006.151
32. K. Mikolajczyk T. Tuytelaars C. Schmid A. Zisserman J. Matas F. Schaffalitzky T. Kadir L. Van Gool 2005 A comparison of affine region detectors International Journal of Computer Vision 65 1-2 43 72 10.1007/s11263-005-3848-x (Pubitemid 43281159)
33. Muja, M., Lowe, D. (2009). Fast approximate nearest neighbors with automatic algorithm configuration. In VISAPP '09, Lisboa, Portugal.
34. D. Nistér 2004 An efficient solution to the five-point relative pose problem IEEE Transactions on Patern Analysis and Machine Intelligence 26 6 756 770 10.1109/TPAMI.2004.17
35. Nistér, D. (2004b). A minimal solution to the generalized 3-point pose problem. In CVPR '04, Washington, DC, USA (Vol. I, pp. 560-567).
36. Nistér, D., Engels, C. (2006). Estimating global uncertainty in epipolar geometry for vehicle-mounted cameras. In SPIE, unmanned systems technology VIII (Vol. 6230).
37. Obdržálek, Š., Matas, J. (2002). Object recognition using local affine frames on distinguished regions. In BMVC '02, London, UK (Vol. I, pp. 113-122).
38. Obdržálek, Š, Matas, J. (2003). Image retrieval using local compact DCT-based representation. In LNCS : Vol. 2781. DAGM '03 (pp. 490-497). Berlin: Springer.
39. Point Grey Research (2005). Ladybug 2 Spherical Digital Camera System. http://www.ptgrey.com/products/ladybug2.
40. Scaramuzza, D., Fraundorfer, F., Siegwart, R., Pollefeys, M. (2008). Closing the loop in appearance guided SfM for omnidirectional cameras. In OMNIVIS '08, Marseille, France.
41. Schweighofer, G., Pinz, A. (2008). Globally optimal O(n) solution to the PnP problem for general camera models. In BMVC '08, Leeds, UK.
42. Sivic, J., Zisserman, A. (2006). Video Google: Efficient visual search of videos. In CLOR '06 (pp. 127-144).
43. Snavely, N., Seitz, S., Szeliski, R. (2006). Photo Tourism: Exploring image collections in 3D. In SigGraph '06, Boston, USA (pp. 835-846). (Pubitemid 44481045)
44. Snavely, N., Seitz, S., Szeliski, R. (2008). Skeletal graphs for efficient structure from motion. In CVPR '08, Anchorage, AK, USA.
45. Stewénius, H. (2005). Gröbner basis methods for minimal problems in computer vision. PhD thesis, Centre for Mathematical Sciences LTH, Lund University, Sweden.
46. Sturm, J. (2006). Sedumi: A software package to solve optimization problems. http://sedumi.ie.lehigh.edu.
47. Tardif, J., Pavlidis, Y., Daniilidis, K. (2008). Monocular visual odometry in urban environments using an omdirectional camera. In IROS '08, Nice, France.
48. Torii, A., Pajdla, T. (2008). Omnidirectional camera motion estimation. In VISAPP '08, Funchal, Portugal.
49. Torii, A., Havlena, M., Pajdla, T., Leibe, B. (2008). Measuring camera translation by the dominant apical angle. In CVPR '08, Anchorage, AK, USA.
50. Williams, B., Klein, G., Reid, I. (2007). Real-time SLAM relocalisation. In ICCV '07, Rio de Janeiro, Brazil.