Publications:

  1. E. Tuncel, P. Koulgi, and K. Rose, “Rate-Distortion Approach to Databases: Storage and Content-based Retrieval,” IEEE International Symposium on Information Theory, Lausanne, Switzerland, 2002.

  2. E. Tuncel and K. Rose, “Towards Optimal Clustering for Approximate Similarity Searching,” IEEE International Conference on Multimedia and Expo, Lausanne, Switzerland, 2002.

  3. E. Tuncel, H. Ferhatosmanoglu and K. Rose, "VQ-Index: An Index Structure for Similarity Searching in Multimedia Databases", ACM Multimedia 2002.

  4. J. Tesic and B.S. Manjunath, "Nearest Neighbor Search for Relevance Feedback," Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Madison, Wisconsin, 2003.

  5. E. Tuncel, P. Koulgi and K. Rose, "Rate-Distortion Approach to Databases: Storage and Content-Based Retrieval," IEEE Trans. on Information Theory, vol. 50, pp 953-967, 2004.

  6. E. Tuncel, J. Nayak and K. Rose, "On Hierarchical Type-Covering," IEEE International Symposium on Information Theory,  p 221, 2004.  

  7. J. Nayak, S. Ramaswamy and K. Rose, "Correlated Source Coding for Fusion Storage and Selective Retrieval", Proc. IEEE International Symposium on Information Theory,  (2005), p. 92 

  8. F. Perronnin, J.-L. Dugelay and K. Rose, "A Probabilistic Approach to Face Mapping with Local Transformations and its Application to Person Recognition" , IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, (2005), p. 1157

  9. E. Tuncel, J. Nayak and K. Rose, "On Hierarchical Type Covering", IEEE Trans. on Information Theory, vol. 51, (2005), p. 4405.

  10. A. Saxena, J. Nayak and K. Rose, "On Efficient Quantizer Design for Robust Distributed Source Coding", Proc. IEEE Data Compression Conference (DCC), pp. 63-72, 2006. 

  11. A. Saxena, J. Nayak and K. Rose, "A Global Approach to Joint Quantizer Design for Distributed Coding of Correlated Sources", Proc. IEEE Int'l Conference on Acoustics Speech and Signal Processing (ICASSP), vol. II, pp. 53-56, 2006

  12. S. Bhagavathy,  B. S.  Manjunath,"Modeling and Detection of Geospatial Objects Using Texture Motifs", IEEE Transactions on Geoscience and Remote Sensing, vol. 44,  no. 12, pp. 3706--3715, 2006

  13. S. Ramaswamy, J. Nayak and K. Rose, "Code Design for Fast Selective Retrieval of Fusion Stored Time-Series/Sensor Data", Proc. IEEE Int'l Conference on Acoustics Speech and Signal Processing (ICASSP), pp. 1005-1008, 2007

  14. A. Saxena and K. Rose, "Distributed predictive coding for spatio-temporally correlated sources," Proc. IEEE International Symposium on Information Theory (ISIT), pp. 1506-1510, 2007

  15. A. Saxena and K. Rose, "Challenges and recent advances in distributed predictive coding," Proc. IEEE Information Theory Workshop (ITW), pp. 448-453, September 2007.

  16. S. Ramaswamy and K. Rose, "Adaptive Cluster-distance Bounding for Nearest Neighbor Search in Image Databases,"  IEEE International Conference on Image Processing (ICIP), 2007.

  17. J. Tesic, B.S. Manjunath, and P. Wu, "Quadratic Distance Queries for Relevance Feedback," submitted to IEEE Transactions on Knowledge and Data Engineering.

  18. S. Ramaswamy and K. Rose, "Predictive Fusion Coding of Spatio-temporally Correlated Sources", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),pp.2509-2512, March 2008.

  19. S. Ramaswamy and K. Rose, "Shared Descriptions Fusion Coding for Storage and Selective Retrieval of Correlated Sources",  IEEE Data Compression Conference (DCC),pp.262-271, March 2008.

  20. A. Saxena and K. Rose, "Distributed multi-stage coding of correlated sources," Proc. IEEE Data Compression Conference (DCC), pp. 312-321, March 2008 .

  21. A. Saxena and K. Rose, " On distributed quantization in scalable and predictive coding ," Proc. Sensor, Signal and Information Processing (SENSIP) Workshop, May 2008.

  22. S. Ramaswamy and K. Rose, " Fast, Adaptive Mahalanobis Distance Based Search and Retrieval in Image Databases," IEEE International Conference on Image Processing, October 2008.

  23. J. Singh, A. Saxena, K. Rose and U. Madhow, " Optimization of correlated source coding for event-based compression in sensor networks," submitted to Data Compression Conference (DCC), 2009.

  24. A. Saxena and K. Rose, "Distributed predictive coding for spatio- temporally correlated sources," under review in IEEE Transactions on Signal Processing.

  25. A. Saxena, J. Nayak and K. Rose, "Optimized system design for robust distributed source coding," under review in IEEE Transactions on Signal Processing.

  26. A. Saxena and K. Rose, "On scalable coding of correlated sources," under review in IEEE Transactions on Signal Processing.

  27. S. Ramaswamy, J. Nayak and K. Rose, "Fusion Coding of Correlated Sources for Storage and Selective Retrieval", under review in IEEE Transactions on Signal Processing

  28. S. Ramaswamy and K. Rose, "Adaptive Cluster Distance Bounding for High-Dimensional Indexing", under review in IEEE Transactions on Knowledge and Data Engineering

  29. S. Ramswamy and K. Rose, "Towards Optimal Indexing for Relevance Feedback in Large Image Databases", under review in IEEE Transactions on Image Processing

  30. S. Ramaswamy and K. Rose, "Shared Descriptions Fusion Coding of Correlated Sources for Storage and Selective Retrieval", manuscript under preparation

  31. S. Ramaswamy and K. Rose, "Predictive Fusion Coding of Correlated Sources", manuscript under preparation

  32. A. Saxena and K. Rose, " Scalable distributed source coding,'' submitted to IEEE Int'l Conference on Acoustics Speech and Signal Processing (ICASSP), 2009.