Spatial graphlet matching kernel for recognizing aerial image categories

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 2813-2816

  Zhang, Luming ^a   Song, Mingli ^a   Sun, Li ^a   Liu, Xiao ^a   Wang, Yinting ^a   Tao, Dacheng ^b   Bu, Jiajun ^a   Chen, Chun ^a  

^a ZHEJIANG UNIVERSITY   (China)

^b UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

GRAPH THEORY; IMAGE MATCHING; PATTERN RECOGNITION;

AERIAL IMAGES; CATEGORY RECOGNITION; COLOR DISTRIBUTION; CONNECTED SUBGRAPHS; EMBEDDING ALGORITHMS; FEATURE VECTORS; GEOMETRIC PROPERTIES; GRAPHLETS; MATCHING PROCESS; RECOGNITION MODELS; REGION ADJACENCY GRAPHS;

COLOR MATCHING;

EID: 84979828594     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Pedro F. Felzenszwalb and Daniel P. Huttenlocher. Pictorial structure for object recognition. IJCV, 61(1), 2005.
2. Varsha Hedau, Himanshu Arora and Narendra Ahuja. Matching images under unstable segmentations. in Proc. of CVPR, pages: 1-8, 2008.
3. Yakov Keselman et al. Generic Model Abstraction from Exam-ples. TPAMI, pages: 1141-1156, 2005.
4. Harchaoui Z. and Bach, F. Image Classification with Segmenta-tion Graph Kernels. in Proc. of CVPR, pages: 1-8, 2007.
5. N. Sherashidze et al. Efficient Graphlet Kernels for Large Graph Comparison. in Proc. of ICAIS, pages:488-495, 2009.
6. Karsten M. Borgwardt and Hans-Peter Kriegel. Shortest-Path K-ernels on Graphs. in Proc. of ICDM, 2005.
7. Svetlana Lazebnik, Cordelia Schmid and Jean Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. in Proc. of ICCV, pages:2169-2178, 2006.
8. Richard O. Duda, Peter E. Hart and David G. Stork. Pattern Classification, Wiley-Interscience, 2000.
9. Honglak Lee, Alexis Battle, Rajat Raina, and Andrew Y. Ng. Ef-ficient sparse coding algorithms. in Proc. of NIPS, 2006.
10. Xinchao Wang, Zhu Li and Dacheng Tao. Subspaces Index-ing Model on Grassmann Manifold for Image Search. IEEE T-IP, 20(9):2627-2635, 2011.
11. Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, Thomas Huang and Yihong Gong. Locality-constrained Linear Coding for Image Classification. in Proc. of CVPR, 2010.
12. Jianchao Yang, Kai Yu, Yihong Gong and Huang, T. Linear spatial pyramid matching using sparse coding for image classifi-cation. in Proc. of CVPR, 2169-2178, 2009.
13. J. Porway, K. Wang, B. Yao and S. C. Zhu, Scale-invariant shape features for recognition of object categories. in Proc. of ICCV (2004) 90-96.