Semantic windows mining in sliding window based object detection

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 3264-3267

  Zhang, Junge ^a   Zhao, Xin ^a   Huang, Yongzhen ^a   Huang, Kaiqi ^a   Tan, Tieniu ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONTEXT MODELING; FALSE POSITIVE; MULTI-CLASS; NON-MAXIMUM SUPPRESSION; OBJECT DETECTION; OBJECT DETECTION SYSTEMS; PASCAL VOC DATASETS; RECALL AND PRECISION; SLIDING WINDOW-BASED;

OBJECT RECOGNITION;

SEMANTICS;

EID: 84874572338     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. B. Alexe, T. Deselaers, and V. Ferrari. What is an object? In CVPR, 2010.
2. O. Barinova, V. Lempitsky, and P. Kohli. On detection of multiple object instances using hough transforms. In CVPR, pages 2233-2240, 2010.
3. M. B. Blaschko. Branch and bound strategies for non-maximal suppression in object detection.
4. M. B. Blaschko and C. H. Lampert. Learning to localize objects with structured output regression. In ECCV, 2008.
5. N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
6. C. Desai, D. Ramanan, and C. Fowlkes. Discriminative models for multi-class object layout. In ICCV, 2009.
7. S. K. Divvala, D. Hoiem, J. Hays, A. A. Efros, and M. Hebert. An empirical study of context in object detection. In CVPR, 2009.
8. P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan. Object detection with discriminatively trained part-based models. TPAMI, 2010.
9. T. Joachims. Optimizing search engines using clickthrough data. In ACM SIGKDD, 2002.
10. T. Joachims. A support vector method for multivariate performance measures. In ICML, 2005.
11. F. Li, J. Carreira, and C. Sminchisescu. Object recognition as ranking holistic figure-ground hypotheses. In CVPR, 2010.
12. E. Mark, L. Gool, C. K. Williams, J. Winn, and A. Zisserman. The Pascal Visual Object Classes (VOC) Challenge. IJCV, 2010.
13. B. McFee and G. Lanckriet. Metric learning to rank. In ICML, 2010.
14. A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV, 2001.
15. S. Segu?, M. Drozdzal, P. Radeva, and J. Vitri. An integrated approach to contextual face detection. pages 90-97, 2012.
16. J. Zhang, K. Huang, Y. Yu, and T. Tan. Boosted Local Structured HOG-LBP for Object Localization. In CVPR, 2011.
17. J. Zhang, Y. Yu, S. Zheng, and K. Huang. An empirical study of visual features for part based model. In ACPR, pages 219-223, 2011.