Performance of in-network processing for visual analysis in wireless sensor networks

Proceedings of 2015 14th IFIP Networking Conference, IFIP Networking 2015

Volumn , Issue , 2015, Pages

  Al Zubaidy, Hussein ^a   Dán, György ^a   Fodor, Viktoria ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

CALCULATIONS; DATA HANDLING; MOBILE TELECOMMUNICATION SYSTEMS; STOCHASTIC SYSTEMS;

COMPUTATIONAL CAPABILITY; END-TO-END PERFORMANCE; IN-NETWORK DATA PROCESSING; IN-NETWORK PROCESSING; NETWORKED APPLICATIONS; PERFORMANCE BOTTLENECKS; PROBABILISTIC PERFORMANCE; STOCHASTIC NETWORK CALCULUS;

SENSOR NODES;

EID: 84942683891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IFIPNetworking.2015.7145292     Document Type: Conference Paper

References (27)

1. A. Redondi, L. Baroffio, M. Cesana, and M. Tagliasacchi, "Compressthen-analyze vs. Analyze-then-compress: Two paradigms for image analysis in visual sensor networks," in IEEE Int. Workshop on Multimedia Signal Processing (MMSP), Sep. 2013.
2. A. Redondi, L. Baroffio, A. Canclini, C. M., and T. M., "A visual sensor network for object recognition: Testbed realization," IEEE/EURASIP Conf. on Digital Signal Processing (DSP), Jul. 2013.
3. E. Eriksson, G. Dan, and V. Fodor, "Real-Time Distributed Visual Feature Extraction from Video in Sensor Networks," in IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS), May 2014.
4. M. A. Khan, G. Dan, and V. Fodor, "Characterization of SURF interest point distribution for visual processing in sensor networks," in Proc. of IEEE/EURASIP Conf. on Digital Signal Processing (DSP), Jul. 2013.
5. Y. Jiang and Y. Liu. Stochastic network calculus. Springer, 2008.
6. C.-S. Chang. Performance guarantees in communication networks. Springer Verlag, 2000.
7. H. Al-Zubaidy, J. Liebeherr, and A. Burchard. A (min, x) network calculus for multi-hop fading channels. In Proc. IEEE Infocom, 2013.
8. M. C. Stefan Leutenegger and R. Y. Siegwart, "Brisk: Binary robust invariant scalable keypoints," in IEEE International Conference on Computer Vision (ICCV), 2011.
9. E. Rosten, R. Porter, and T. Drummond, "Faster and better: A machine learning approach to corner detection," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 32, no. 1, pp. 105-119, Jan. 2010.
10. L.-Y. Duan, X. Liu, J. Chen, T. Huang, and W. Gao, "Optimizing jpeg quantization table for low bit rate mobile visual search," in IEEE Visual Communications and Image Processing (VCIP), Nov 2012.
11. J. Chao, H. Chen, and E. Steinbach, "On the design of a novel JPEG quantization table for improved feature detection performance," in Proc. of IEEE International Conf. on Image Processing (ICIP), Sep 2013.
12. V. R. Chandrasekhar, S. S. Tsai, G. Takacs, D. M. Chen, N.-M. Cheung, Y. Reznik, R. Vedantham, R. Grzeszczuk, and B. Girod, "Low latency image retrieval with progressive transmission of CHoG descriptors," in ACM Multimedia workshop on Mobile cloud media computing, 2010.
13. H. Jegou, M. Douze, and C. Schmid, "Product quantization for nearest neighbor search," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 33, no. 1, pp. 117-128, Jan 2011.
14. A. Redondi, L. Baroffio, J. Ascenso, M. Cesana, and M. Tagliasacchi, "Rate-accuracy optimization of binary descriptors," in IEEE International Conference on Image Processing, 2013.
15. A. Redondi, M. Cesana, and M. Tagliasacchi, "Rate-accuracy optimization in visual wireless sensor networks," in Prof. of the IEEE ICIP, 2012.
16. D.-N. Ta, W.-C. Chen, N. Gelfand, and K. Pulli, "SURFTrac: Efficient tracking and continuous object recognition using local feature descriptors," in Proc. of IEEE Conf. on Computer Vision and Pattern Recognition,, Jun. 2009.
17. G. Sullivan, J. Ohm, W.-J. Han, and T. Wiegand, "Overview of the high efficiency video coding (hevc) standard," IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 12, pp. 1649-1668, 2012.
18. L. Baroffio, M. Cesana, A. Redondi, S. Tubaro, and M. Tagliasacchi, "Coding video sequences of visual features," in Proc. of IEEE Intl. Conf. on Image Processing (ICIP), 2013.
19. F. Ciucu, "Non-asymptotic capacity and delay analysis of mobile wireless networks," in Proc. of ACM Sigmetrics, pp. 359-360, June 2011.
20. M. Fidler, "A network calculus approach to probabilistic quality of service analysis of fading channels," in Proc. IEEE Globecom, pp. 1-6, Nov. 2006.
21. K. Mahmood, A. Rizk, and Y. Jiang, "On the flow-level delay of a spatial multiplexing MIMO wireless channel," in Proc. IEEE ICC, pp. 1-6, June 2011.
22. G. Verticale and P. Giacomazzi, "An analytical expression for service curves of fading channels," in Proc. IEEE Globecom, pp. 635-640, Nov. 2009.
23. B. Davies, Integral transforms and their applications, Springer-Verlag, NY, 1978.
24. M. Fidler, "An end-to-end probabilistic network calculus with moment generating functions," in Proc. of the IEEE IWQoS, pp. 261-270, June 2006.
25. F. Ciucu, J. Schmitt, and H. Wang, "On expressing networks with flow transformations in convolution-form," in Proc. of IEEE INFOCOM, pp. 1979-1987, April 2011.
26. M. Fidler and J. B. Schmitt, "On the way to a distributed systems calculus: an end-to-end network calculus with data scaling," ACM SIGMETRICS Perform. Eval., pp. 287-298, June 2006.
27. E. Eriksson, G. Dán, and V. Fodor, "Prediction-based load control and balancing for feature extraction in visual sensor networks," in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2014.