Fast and accurate near-duplicate image elimination for visual sensor networks

International Journal of Distributed Sensor Networks

Volumn 13, Issue 2, 2017, Pages

  Zhou, Zhili ^a   Wu, Qm Jonathan ^b   Huang, Fang ^a   Sun, Xingming ^a  

^a NANJING UNIVERSITY OF INFORMATION SCIENCE AND TECHNOLOGY   (China)

^b UNIVERSITY OF WINDSOR   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL STORAGE; SENSOR NETWORKS;

CLUSTERING METHODS; LIMITED STORAGE; NEAR- DUPLICATES; PAGERANK ALGORITHM; STATE-OF-THE-ART APPROACH; TRANSMISSION RESOURCES; USERS' EXPERIENCES; VISUAL SENSOR NETWORKS;

SENSOR NODES;

EID: 85014541887     PISSN: 15501329     EISSN: 15501477     Source Type: Journal    
DOI: 10.1177/1550147717694172     Document Type: Article

References (37)

1. Zhang Y, Sun X, Wang B., Efficient algorithm for K-barrier coverage based on integer linear programming. China Commun 2016; 13 (7): 16-23.
2. Ma T, Zhou J, Tang M,. Social network and tag sources based augmenting collaborative recommender system. IEICE T Inf Syst 2015; E98.D (4): 902-910.
3. Xia Z, Zhang L, Qin Z,. A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing. IEEE T Inf Foren Sec 2016; 11 (11): 2594-2608.
4. Fu Z, Guan C, Sun X,. Towards efficient multi-keyword fuzzy search over encrypted outsourced data with accuracy improvement. IEEE T Inf Foren Sec 2016; 11 (12): 2706-2716.
5. Qi L, Xu X, Zhang X,. Structural balance theory-based e-commerce recommendation over big rating data. IEEE T Big Data. Epub ahead of print 16 September 2016. DOI: 10.1109/TBDATA.2016.2602849.
6. Fu Z, Shu J, Sun X,. Enabling personalized search over encrypted outsourced data with efficiency improvement. IEEE T Parall Distr 2016; 27: 2546-2559. DOI: 10.1109/TPDS.2015.2506573.
7. Xia Z, Wang X, Sun X,. A secure and dynamic multi-keyword ranked search scheme over encrypted cloud data. IEEE T Parall Distr 2016; 27: 340-352.
8. Fu Z, Sun X, Liu Q,. Achieving efficient cloud search services: multi-keyword ranked search over encrypted cloud data supporting parallel computing. IEICE T Commun 2015; 98 (1): 190-200.
9. Qi L, Dou W, Hu C,. A context-Aware service evaluation approach over big data for cloud applications. IEEE Transactions on Cloud Computing. Epub ahead of print 23 December 2015. DOI: 10.1109/TCC.2015.2511764.
10. Kong Y, Zhang M, Ye D., A belief propagation-based method for task allocation in open and dynamic cloud environments. Knowl: Based Syst 2017; 115 (1): 123-132.
11. Liu Q, Cai W, Shen J,. A speculative approach to spatial-Temporal efficiency with multi-objective optimization in a heterogeneous cloud environment. Secur Commun Netw 2016; 9 (17): 4002-4012.
12. Qi L, Dou W, Chen J., Weighted PCA-based service selection method for multimedia services in cloud environment. Computing 2016; 98 (1): 195-214.
13. Zhou Z, Yang C, Chen B,. Effective and efficient image copy detection with resistance to arbitrary rotation. IEICE T Inf Syst 2016; E99D (6): 1531-1540.
14. Li J, Li XL, Yang B,. Segmentation-based image copy-move forgery detection scheme. IEEE T Inf Foren Sec 2015; 10 (3): 507-518.
15. Zhou Z, Wu QMJ, Yang C,. Effective and efficient global context verification for image copy detection. IEEE T Inf Foren Sec 2017; 12 (1): 48-63.
16. Li J, Qian X, Li Q,. Mining near duplicate image groups. Multimed Tools Appl 2015; 74 (2): 655-669.
17. Xia Z, Wang X, Sun X,. Steganalysis of LSB matching using differences between nonadjacent pixels. Multimed Tools Appl 2016; 75 (4): 1947-1962.
18. Xia Z, Wang X, Sun X,. Steganalysis of least significant bit matching using multi-order differences. Secur Commun Netw 2014; 7 (8): 1283-1291.
19. Kim C., Content-based image copy detection. Signal Process: Image 2003; 18 (3): 169-184.
20. Lin C, Wang S., An edge-based image copy detection scheme. Fundam Inform 2008; 83 (3): 299-318.
21. Yue J, Li Z, Liu L,. Content-based image retrieval using color and texture fused features. Math Comput Model 2011; 54 (3-4): 1121-1127.
22. Wan-Lei Z, Chong-Wah N., Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection. IEEE Trans Image Process 2009; 18: 412-423.
23. Xu D, Cham TJ, Yan S,. Near duplicate identification with spatially aligned pyramid matching. IEEE T Circ Syst Vid 2010; 20 (8): 1068-1079.
24. Zhou W, Li H, Lu Y,. SIFT match verification by geometric coding for large-scale partial-duplicate web image search. ACM T Multim Comput 2013; 9 (1): 4.
25. Yao J, Yang B, Zhu Q., Near-duplicate image retrieval based on contextual descriptor. IEEE Signal Proc Let 2015; 22 (9): 1404-1408.
26. Ke Y, Sukthankar R,. PCA-SIFT: A more distinctive representation for local image descriptors. In: Proceedings of the IEEE computer society conference on computer vision and pattern recognition, Washington, DC, 27 June-2 July 2004, pp. 506-513. Washington, DC: IEEE.
27. Chen B, Shu H, Coatrieux G,. Color image analysis by quaternion-Type moments. J Math Imaging Vis 2014; 51 (1): 124-144.
28. Lowe D., Distinctive image features from scale-invariant keypoints. Int J Comput Vision 2004; 60 (2): 91-110.
29. Indyk P, Motwani R,. Approximate nearest neighbors: Towards removing the curse of dimensionality. In: Proceedings of ACM symposium on theory of computing, Dallas, TX, 24-26 May 1998, pp. 604-613. New York, NY: ACM.
30. Chen M, Wang S, Yun X,. FAIDA: A fast and accurate image deduplication approach. J Comput Res Dev 2013; 50 (1): 101-110.
31. Liu J, Huang Z, Cheng H,. Presenting diverse location views with real-Time near-duplicate photo elimination. In: Proceedings of the IEEE international conference on data engineering, Brisbane, QLD, Australia, 8-12 April 2013, pp. 505-516. New York: IEEE.
32. Yang C, Peng J, Feng X,. Integrating bilingual search results for automatic junk image filtering. Multimed Tools Appl 2014; 70 (2): 661-688.
33. Xie LX, Tian Q, Zhou WA,. Fast and accurate near-duplicate image search with affinity propagation on the ImageWeb. Comput Vis Image Und 2014; 124: 31-41.
34. Jing Y, Baluja S., VisualRank: Applying PageRank to large-scale image search. IEEE T Pattern Anal 2008; 30 (11): 1877-1890.
35. Mikolajczyk K, Tuytelaars T, Schmid C,. A comparison of affine region detectors. Int J Comput Vision 2005; 65 (1-2): 43-72.
36. Bay H, Ess A, Tuytelaars T,. Speeded-up robust features (SURF). Comput Vis Image Und 2008; 110 (3): 346-359.
37. Copydays. http://lear.inrialpes.fr/jegou/data.php, 2008.