Beyond bits: Reconstructing images from Local Binary Descriptors

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 935-938

  D'Angelo, Emmanuel ^a   Alahi, Alexandre ^a   Vandergheynst, Pierre ^a  

^a SWISS FEDERAL INSTITUTE OF TECHNOLOGY   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIONAL DATUM; DESCRIPTORS; IMAGE KEYPOINTS; MATCHING PERFORMANCE;

IMAGE MATCHING; INVERSE PROBLEMS;

PATTERN RECOGNITION;

EID: 84874567065     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. A. Alahi, R. Ortiz, and P. Vandergheynst. FREAK: Fast Retina Keypoint. In IEEE Conference on Computer Vision and Pattern Recognition (To Appear), 2012.
2. D. Batra, A. Kowdle, D. Parikh, J. Luo, and T. Chen. Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance. International Journal of Computer Vision, 93(3):273-292, Jan. 2011.
3. H. Bay, T. Tuytelaars, and L. Van Gool. SURF: Speeded up robust features. Computer Vision-ECCV 2006, pages 404-417, 2006.
4. M. Calonder, V. Lepetit, C. Strecha, and P. Fua. BRIEF: Binary Robust Independent Elementary Features. Computer Vision-ECCV 2010, pages 778-792, 2010.
5. A. Chambolle. An algorithm for total variation minimization and applications. Journal of Mathematical Imaging and Vision, 20(1):89-97, 2004.
6. A. Chambolle and T. Pock. A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging. Journal of Mathematical Imaging and Vision, 40(1):120-145, Dec. 2010.
7. L. Jacques, J. N. Laska, P. T. Boufounos, and R. G. Baraniuk. Robust 1-bit compressive sensing via binary stable embeddings of sparse vectors. arXiv.org, 2011.
8. D. Lowe. Distinctive image features from scaleinvariant keypoints. International Journal of Computer Vision, 60(2):91-110, 2004.
9. K. Mikolajczyk and C. Schmid. A performance evaluation of local descriptors. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 27(10):1615-1630, 2005.
10. E. Rosten and T. Drummond. Machine learning for high-speed corner detection. Computer Vision-ECCV 2006, pages 430-443, 2006.
11. P. Turcot and D. Lowe. Better matching with fewer features: The selection of useful features in large database recognition problems. In Computer Vision Workshops (IEEE ICCV Workshops), 2009, pages 2109-2116, 2009.
12. P. Weinzaepfel, H. Jegou, and P. Pérez. Reconstructing an image from its local descriptors. In IEEE Conference on Computer Vision and Pattern Recognition, pages 337-344, 2011.