Publications

 

Theses

E. Akyol, "Complexity and delay constrained compression and transmission of information", PhD dissertation, June 2011
A. Saxena, "Distributed coding of spatio-temporally correlated sources", PhD dissertation, December 2008
S. Ramaswamy, "Fusion coding, search and retrieval of correlated data", PhD dissertation, December 2008

Journal Publications

K. Viswanatha, S. Ramaswamy, A. Saxena and K. Rose, "On large scale distributed compression for noiseless networks", To be submitted to IEEE Transactions on Signal Processing
E. Akyol and K. Rose, "Towards optimality in single and multiterminal transform coding", To be submitted to the IEEE Transactions on Information Theory
K. Viswanatha, S. Ramaswamy, A. Saxena and K. Rose, "Error/Erasure-Resilient and Complexity-Constrained Zero-Delay Distributed Coding for Large Scale Sensor Networks", ACM Transactions on Sensor Networks (TOSN), vol. 11, no. 2, Dec. 2014
K. Viswanatha, E. Akyol, and K. Rose, "An Achievable Rate Region for Joint Compression and Dispersive Information Routing for Networks", IEEE Trans. on Information Theory, vol. 60, no. 9, Sep. 2014
E. Akyol, and K. Rose, "On Constrained Randomized Quantization", IEEE Trans. on Signal Processing, vol.61, no.13, pp. 3291-3302, July, 2013
E. Akyol, K. Viswanatha, and K. Rose, "On Conditions for Linearity of Optimal Estimation", IEEE Transactions on Information Theory, vol. 58, no. 6, pp. 3497-3508, June 2012
S. Ramaswamy and K. Rose, "Adaptive cluster distance bounding for high-dimensional indexing", IEEE Trans. Knowledge and Data Engineering, vol. 23, no. 6, pp. 815-830, June 2011
A. Saxena and K. Rose, "On scalable distributed coding of correlated sources", IEEE Trans. Signal Processing, vol. 58, no. 5, pp. 2875-2883, May 2010
S. Ramaswamy, J Nayak, and K. Rose, "Fusion coding of correlated sources for storage and selective retrieval", IEEE Trans. Signal Processing, vol. 58, no. 3, pp. 1722-1731, Mar, 2010
A. Saxena, J. Nayak, and K. Rose, "Robust distributed source coder design by deterministic annealing", IEEE Trans. Signal Processing, vol. 58, no. 2, pp. 859-868, Feb 2010
S. Ramaswamy and K. Rose, "Towards optimal indexing for relevance feedback in large image databases", IEEE Trans. Image Processing, vol. 18, no. 12, Dec 2009
A. Saxena and K. Rose, "Distributed predictive coding for spatio-temporally correlated sources", IEEE Transactions on Signal Processing, vol. 57, pp. 4066-4075, October 2009
E. Tuncel, J. Nayak, P. Koulgi, and K. Rose, "On complementary graph entropy", IEEE Transactions on Information Theory, vol. 55, no. 6, pp. 2537-2546, June 2009

Conference Publications

E. Akyol, K. Viswanatha, and K. Rose, "Linearity Conditions for Optimal Estimation From Multiple Noisy Measurements", IEEE Statistical Signal Processing Workshop, Aug. 2012
E. Akyol, and K. Rose, "On Linear Transforms in Zero-delay Gaussian Source Channel Coding", IEEE Int. Symposium on Information Theory, July 2012
E. Akyol, K. Viswanatha, and K. Rose, "Combinatorial Message Sharing and Random Binning for Multiple Description Coding", IEEE Int. Symposium on Information Theory, July 2012
K. Viswanatha, E. Akyol, and K. Rose, "Lossy Common Information of Two Dependent Random Variables", IEEE Int. Symposium on Information Theory, July 2012
K. Viswanatha, S. Ramaswamy, A. Saxena, and K. Rose, "Error-resilient and complexity-constrained distributed coding for large scale sensor-networks", ACM/IEEE Conference on Information Processing in Sensor Networks, April 2012
E. Akyol, and K. Rose, "Towards Optimality in Multiterminal Transform Coding", IEEE Data Compression Conference, April 2012
E. Akyol and K. Rose, "On constrained randomized quantization", Proc. IEEE Data Compression Conference (DCC 2012), April, 2012
K. Viswanatha, E. Akyol, and K. Rose, "A Strictly Improved Achievable Region for Multiple Descriptions Using Combinatorial Message Sharing", Proc. IEEE Information Theory Workshop (ITW), October 2011
K. Viswanatha, E. Akyol, and K. Rose, "An Optimal Transmit-Receive Rate Tradeoff in Gray-Wyner Network and Its Relation to Common Information", Proc. IEEE Information Theory Workshop (ITW), October 2011
E. Akyol, and K. Rose, "A Necessary and Sufficient Condition for Transform Optimality in Source Coding", Proc. IEEE Int. Symposium on Information Theory, July 2011
K. Viswanatha, E. Akyol, and K. Rose, "Combinatorial Message Sharing for a Refined Multiple Descriptions Achievable Region", Proc. IEEE Int. Symposium on Information Theory, July 2011
K. Viswanatha, E. Akyol, and K. Rose, "An Achievable Rate Region for Distributed Source Coding and Dispersive Information Routing", Proc. IEEE Int. Symposium on Information Theory, July 2011
E. Akyol, K. Viswanatha, and K. Rose, "On Multidimensional Optimal Estimators: Linearity Conditions", Proc. IEEE Statistical Signal Processing Workshop, June 2011
K. Viswanatha, S. Ramaswamy, A. Saxena, K. Rose, "A classifier based decoding approach for large scale distributed coding", Proc. ICASSP, May 2011
K. Viswanatha, E. Akyol, K. Rose, "On optimum communication cost for joint compression and dispersive information routing", Proc. IEEE Information Theory Workshop (ITW), August 2010
E. Akyol, K. Viswanatha, K. Rose, "On conditions for linearity of optimal estimation", Proc. IEEE Information Theory Workshop (ITW), August 2010
K. Viswanatha, E. Akyol, S. Ramaswamy, K. Rose, "Distributed source coding and dispersive information routing: an integrated approach with networking and database applications", European Signal Processing Conference (EUSIPCO), invited, special session on Distributed Source Coding, August 2010
K. Viswanatha, E. Akyol, and K.Rose, "Towards optimum cost in multi-hop networks with arbitrary network demands", Proc. IEEE International Symposium on Information Theory (ISIT), June 2010
E. Akyol, K. Rose, and T. Ramstad, "Optimized analog mappings for distributed source channel coding", Proc. IEEE Data Compression Conference, Mar 2010
E. Akyol, K. Rose, and T. Ramstad, "Optimal mappings for joint source channel coding", Proc. IEEE Information Theory Workshop, Jan 2010
A. Saxena and K. Rose, "Scalable distributed source coding", Proc. IEEE ICASSP, April 2009 (Best Student Paper Finalist, Top 1%)
J. Singh, A. Saxena, K. Rose and U. Madhow, "Optimization of correlated source coding for for event-based compression in sensor networks", Proc. IEEE Data Compression Conference (DCC), March 2009
S. Ramaswamy, K. Viswanatha, A. Saxena and K. Rose, "Towards large scale distributed coding", Proc. ICASSP, Mar 2010
E. Akyol and K. Rose, "Nonuniform dithered quantization", Proc. IEEE Data Compression Conference (DCC), March 2009
E. Akyol and K. Rose, "On transform coding with dithered quantizers", Proc. IEEE Data Compression Conference, March 2009
S. Ramaswamy and K. Rose, "Fast adaptive Mahalanobis distance-based search and retrieval in image databases", Proc. IEEE International Conference on Image Processing, October 2008
A. Saxena and K. Rose, "On distributed quantization in scalable and predictive coding", Proc. Sensor, Signal and Information Processing (SENSIP) Workshop, May 2008
A. Saxena and K. Rose, "Distributed multi-stage coding of correlated sources", Proc. IEEE Data Compression Conference, pp. 312-321, March 2008
S. Ramaswamy and K. Rose, "Shared Descriptions Fusion Coding for Storage and Selective Retrieval of Correlated Sources", Proc. IEEE Data Compression Conference, pp. 262-271 March 2008