Description of interest regions with local binary patterns

Pattern Recognition - Tập 42 Số 3 - Trang 425-436 - 2009
Marko Heikkilä1, Matti Pietikäinen1, Cordelia Schmid2
1Machine Vision Group, Infotech Oulu and Department of Electrical and Information Engineering, University of Oulu, PO Box 4500, FI-90014, Finland
2INRIA Grenoble, 655 Avenue de l’Europe, 38330 Montbonnot, France

Tóm tắt

Từ khóa


Tài liệu tham khảo

K. Mikolajczyk, C. Schmid, Indexing based on scale invariant interest points, in: 8th IEEE International Conference on Computer Vision, vol. 1, 2001, pp. 525–531.

Tuytelaars, 2004, Matching widely separated views based on affine invariant regions, Int. J. Comput. Vision, 59, 61, 10.1023/B:VISI.0000020671.28016.e8

Lowe, 2004, Distinctive image features from scale-invariant keypoints, Int. J. Comput. Vision, 60, 91, 10.1023/B:VISI.0000029664.99615.94

Lazebnik, 2005, A sparse texture representation using local affine regions, IEEE Trans. Pattern Anal. Mach. Intell., 27, 1265, 10.1109/TPAMI.2005.151

S. Se, D. Lowe, J. Little, Global localization using distinctive visual features, in: IEEE/RSJ International Conference on Intelligent Robots and System, vol. 1, 2002, pp. 226–231.

Mikolajczyk, 2005, A comparison of affine region detectors, Int. J. Comput. Vision, 65, 43, 10.1007/s11263-005-3848-x

Mikolajczyk, 2005, A performance evaluation of local descriptors, IEEE Trans. Pattern Anal. Mach. Intell., 27, 1615, 10.1109/TPAMI.2005.188

Belongie, 2002, Shape matching and object recognition using shape contexts, IEEE Trans. Pattern Anal. Mach. Intell., 24, 509, 10.1109/34.993558

H. Bay, T. Tuytelaars, L.V. Gool, SURF: speeded up robust features, in: European Conference on Computer Vision, vol. 1, 2006, pp. 404–417.

H. Ling, D.W. Jacobs, Deformation invariant image matching, in: 10th IEEE International Conference on Computer Vision, vol. 2, 2005, pp. 1466–1473.

Y. Ke, R. Sukthankar, PCA-SIFT: a more distinctive representation for local image descriptors, in: IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, 2004, pp. 506–513.

Freeman, 1991, The design and use of steerable filters, IEEE Trans. Pattern Anal. Mach. Intell., 13, 891, 10.1109/34.93808

L.J.V. Gool, T. Moons, D. Ungureanu, Affine/photometric invariants for planar intensity patterns, in: 4th European Conference on Computer Vision, 1996, pp. 642–651.

F. Schaffalitzky, A. Zisserman, Multi-view matching for unordered image sets, in: 7th European Conference on Computer Vision, 2002, pp. 414–431.

G. Carneiro, A.D. Jepson, Multi-scale phase-based local features, in: IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, 2003, pp. 736–743.

P. Moreels, P. Perona, Evaluation of features detectors and descriptors based on 3D objects, in: 10th IEEE International Conference on Computer Vision, vol. 1, 2005, pp. 800–807.

S. Winder, M. Brown, Learning local image descriptors, in: IEEE Conference on Computer Vision and Pattern Recognition, 2007.

Randen, 1999, Filtering for texture classification: a comparative study, IEEE Trans. Pattern Anal. Mach. Intell., 21, 291, 10.1109/34.761261

Ojala, 1996, A comparative study of texture measures with classification based on feature distributions, Pattern Recognition, 29, 51, 10.1016/0031-3203(95)00067-4

Ojala, 2002, Multiresolution gray-scale and rotation invariant texture classification with local binary patterns, IEEE Trans. Pattern Anal. Mach. Intell., 24, 971, 10.1109/TPAMI.2002.1017623

〈http://www.ee.oulu.fi/mvg/page/lbp_bibliography〉.

Ahonen, 2006, Face description with local binary patterns: application to face recognition, IEEE Trans. Pattern Anal. Mach. Intell., 28, 2037, 10.1109/TPAMI.2006.244

Heikkilä, 2006, A texture-based method for modeling the background and detecting moving objects, IEEE Trans. Pattern Anal. Mach. Intell., 28, 657, 10.1109/TPAMI.2006.68

Pietikäinen, 2004, View-based recognition of real-world textures, Pattern Recognition, 37, 313, 10.1016/S0031-3203(03)00231-0

M. Heikkilä, M. Pietikäinen, C. Schmid, Description of interest regions with center-symmetric local binary patterns, in: 5th Indian Conference on Computer Vision, Graphics and Image Processing, vol. 4338, 2006, pp. 58–69.

T. Mäenpää, T. Ojala, M. Pietikäinen, M. Soriano, Robust texture classification by subsets of local binary patterns, in: 15th International Conference on Pattern Recognition, vol. 3, 2000, pp. 935–938.

〈http://www.robots.ox.ac.uk/∼vgg/research/affine/〉.

〈http://www.pascal-network.org/challenges/VOC/voc2006〉.

Mikolajczyk, 2004, Scale & affine invariant interest point detectors, Int. J. Comput. Vision, 60, 63, 10.1023/B:VISI.0000027790.02288.f2

K. Mikolajczyk, C. Schmid, An affine invariant interest point detector, in: European Conference on Computer Vision, vol. 1, 2002, pp. 128–142.

Zhang, 2007, Local features and kernels for classification of texture and object categories: a comprehensive study, Int. J. Comput. Vision, 73, 213, 10.1007/s11263-006-9794-4

Scholkopf, 2001