Person recognition in personal photo collections

Proceedings of the IEEE International Conference on Computer Vision

Volumn 2015 International Conference on Computer Vision, ICCV 2015, Issue , 2015, Pages 3862-3870

  Oh, Seong Joon ^a   Benenson, Rodrigo ^a   Fritz, Mario ^a   Schiele, Bernt ^a  

^a MAX PLANCK INSTITUTE FOR INFORMATICS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; COMPUTERS; ELECTRICAL ENGINEERING;

IN-DEPTH ANALYSIS; INFORMATIVE NESS; LARGE DATASET; OPEN SOURCES; PERSON RECOGNITION; PERSONAL PHOTO COLLECTION; STATE OF THE ART; TRAINING DATA;

COMPUTER VISION;

EID: 84973896919     PISSN: 15505499     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2015.440     Document Type: Conference Paper

References (44)

1. S. Bak, R. Kumar, and F. Bremond. Brownian descriptor: A rich meta-feature for appearance matching. In WACV, 2014.
2. A. Bedagkar-Gala and S. K. Shah. A survey of approaches and trends in person re-identification. IVC, 2014.
3. B. Benfold and I. Reid. Guiding visual surveillance by tracking human attention. In BMVC, 2009.
4. L. Bourdev and J. Malik. Poselets: Body part detectors trained using 3d human pose annotations. In ICCV, 2009.
5. X. Cao, D. Wipf, F. Wen, and G. Duan. A practical transfer learning algorithm for face verification. In ICCV, 2013.
6. B.-C. Chen, C.-S. Chen, andW. H. Hsu. Cross-age reference coding for age-invariant face recognition and retrieval. In ECCV, 2014.
7. D. Chen, X. Cao, F. Wen, and J. Sun. Blessing of dimensionality: High-dimensional feature and its efficient compression for face verification. In CVPR, 2013.
8. D. S. Cheng, M. Cristani, M. Stoppa, L. Bazzani, and V. Murino. Custom pictorial structures for reidentification. In BMVC, 2011.
9. J. Cui, F. Wen, R. Xiao, Y. Tian, and X. Tang. Easyalbum: An interactive photo annotation system based on face clustering and re-ranking. In SIGCHI, 2007.
10. J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei. ImageNet: A Large-Scale Hierarchical Image Database. In CVPR, 2009.
11. Y. Deng, P. Luo, C. C. Loy, and X. Tang. Pedestrian attribute recognition at far distance. In ACMMM, 2014.
12. C. Ding and D. Tao. A comprehensive survey on poseinvariant face recognition. ArXiv, 2015.
13. M. Everingham, J. Sivic, and A. Zisserman. Hello! my name is... buffy-automatic naming of characters in tv video. In BMVC, 2006.
14. M. Everingham, J. Sivic, and A. Zisserman. Taking the bite out of automated naming of characters in tv video. IVC, 2009.
15. A. Gallagher and T. Chen. Clothing cosegmentation for recognizing people. In CVPR, 2008.
16. A. C. Gallagher and T. Chen. Using group prior to identify people in consumer images. In CVPR, 2007.
17. V. Gandhi and R. Ronfard. Detecting and naming actors in movies using generative appearance models. In CVPR, 2013.
18. R. Garg, S. M. Seitz, D. Ramanan, and N. Snavely. Where's waldo: matching people in images of crowds. In CVPR, 2011.
19. S. Gong, M. Cristani, S. Yan, and C. C. Loy. Person re-identification. Springer, 2014.
20. M. Guillaumin, J. Verbeek, and C. Schmid. Is that you? metric learning approaches for face identification. In ICCV, 2009.
21. Y. Hu, D. Yi, S. Liao, Z. Lei, and S. Li. Cross dataset person re-identification. In ACCV, workshop, 2014.
22. G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller. Labeled faces in the wild: A database for studying face recognition in unconstrained environments. Technical report, UMass, 2007.
23. A. Krizhevsky, I. Sutskever, and G. E. Hinton. Imagenet classification with deep convolutional neural networks. In NIPS, 2012.
24. N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar. Attribute and simile classifiers for face verification. In CVPR, 2009.
25. R. Layne, T. M. Hospedales, S. Gong, and Q. Mary. Person re-identification by attributes. In BMVC, 2012.
26. W. Li and X. Wang. Locally aligned feature transforms across views. In CVPR, 2013.
27. W. Li, R. Zhao, T. Xiao, and X. Wang. Deepreid: Deep filter pairing neural network for person reidentification. In CVPR, 2014.
28. D. Lin, A. Kapoor, G. Hua, and S. Baker. Joint people, event, and location recognition in personal photo collections using cross-domain context. In ECCV. 2010.
29. C. Lu and X. Tang. Surpassing human-level face verification performance on lfw with Gaussianface. ArXiv, 2014.
30. C. S. Mathialagan, A. C. Gallagher, and D. Batra. Vip: Finding important people in images. ArXiv, 2015.
31. M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Face detection without bells and whistles. In ECCV, 2014.
32. A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV, 2001.
33. F. Schroff, D. Kalenichenko, and J. Philbin. Facenet: A unified embedding for face recognition and clustering. ArXiv, 2015.
34. J. Shi, R. Liao, and J. Jia. Codel: A human codetection and labeling framework. In ICCV, 2013.
35. Z. Stone, T. Zickler, and T. Darrell. Autotagging facebook: Social network context improves photo annotation. In CVPR workshops, 2008.
36. Y. Sun, X. Wang, and X. Tang. Deeply learned face representations are sparse, selective, and robust. ArXiv, 2014.
37. Y. Taigman, M. Yang, M. Ranzato, and L. Wolf. Deepface: Closing the gap to human-level performance in face verification. In CVPR, 2014.
38. D. Yi, Z. Lei, and S. Z. Li. Deep metric learning for practical person re-identification. ArXiv, 2014.
39. D. Yi, Z. Lei, S. Liao, and S. Z. Li. Learning face representation from scratch. ArXiv, 2014.
40. N. Zhang, M. Paluri, Y. Taigman, R. Fergus, and L. Bourdev. Beyond frontal faces: Improving person recognition using multiple cues. In CVPR, 2015.
41. R. Zhao, W. Ouyang, and X. Wang. Person reidentification by salience matching. In ICCV, 2013.
42. B. Zhou, A. Lapedriza, J. Xiao, A. Torralba, and A. Oliva. Learning Deep Features for Scene Recognition using Places Database. NIPS, 2014.
43. E. Zhou, Z. Cao, and Q. Yin. Naive-deep face recognition: Touching the limit of lfw benchmark or not? arXiv, 2015.
44. Z. Zhu, P. Luo, X. Wang, and X. Tang. Deep learning identity-preserving face space. In ICCV, 2013.