2015

  1. E. Akyol, K. Rose, and T. Başar, "Optimal Zero-delay Jamming Over an Additive Noise Channel", to appear in IEEE Trans. on Information Theory
  2. S. Li, T. Nanjundaswamy, Y. Chen, and K. Rose, "Asymptotic Closed-loop Design for Transform Domain Temporal Prediction", to appear in Proc. IEEE International Conference on Image Processing (ICIP), Sep. 2015
  3. R. Shenoy, M. Shih, and K. Rose, "A Probabilistic Framework for Simultaneous Segmentation and Classification of Multiple Cells in Multi-marker Microscopy Images", to appear in Proc. IEEE International Symposium on Biomedical Imaging (ISBI), Apr. 2015
  4. M. Shih, R. Shenoy, and K. Rose, "2D Hidden Markov Model with Spatially Adaptive State-Space for Tracing Many Cells in Image Sequence", to appear in Proc. IEEE International Symposium on Biomedical Imaging (ISBI), Apr. 2015

2014

  1. E. Akyol, K. Viswanatha, K. Rose, and T. Ramstad, "On Zero Delay Source-Channel Coding", IEEE Trans. on Information Theory, vol. 60, no. 12, Dec. 2014
  2. 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
  3. Y. Chen, K. Rose, J. Han, and D. Mukherjee, "A Pre-filtering Approach to Exploit Decoupled Prediction and Transform Block Structures in Video Coding", Proc. IEEE International Conference on Image Processing (ICIP), Oct. 2014
  4. S. Li, Y. Chen, J. Han, T. Nanjundaswamy, and K. Rose, "Rate-Distortion Optimization and Adaptation of Intra Prediction Filter Parameters", Proc. IEEE International Conference on Image Processing (ICIP), Oct. 2014
  5. R. Shenoy, M. Shih, and K. Rose, "Hidden Markov Model-based Multi-modal Image Fusion with Efficient Training", Proc. IEEE International Conference on Image Processing (ICIP), Oct. 2014 (Top 10% Paper Award)
  6. 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
  7. J. Han, V. Melkote, and K. Rose, "An Estimation-Theoretic Framework for Spatially Scalable Video Coding", IEEE Trans. on Image Processing, vol. 23, no. 8, Aug. 2014
  8. E. Akyol, U. Mitra, E. Tuncel, and K. Rose, "Source Coding in the Presence of Exploration-Exploitation Tradeoff", Proc. IEEE International Symposium on Information Theory (ISIT), June 2014
  9. E. Akyol, U. Mitra, E. Tuncel, and K. Rose, "On Scalable Coding in the Presence of Decoder Side Information", Proc. IEEE International Symposium on Information Theory (ISIT), June 2014
  10. M. S. Mehmetoglu, E. Akyol, and K. Rose, "A Deterministic Annealing Approach to Witsenhausen's Counterexample", Proc. IEEE International Symposium on Information Theory (ISIT), June 2014
  11. K. Viswanatha, E. Akyol, and K. Rose, "The Lossy Common Information of Correlated Sources", IEEE Trans. on Information Theory, vol. 60, no. 6, June 2014
  12. Y. Chen, D. Mukherjee, J. Han, and K. Rose, "Joint Inter-Intra Prediction Based on Mode-Variant and Edge-Directed Weighting Approaches in Video Coding", Proc. IEEE ICASSP, May 2014
  13. M. S. Mehmetoglu, E. Akyol, and K. Rose, "Optimization of Zero-delay Mappings for Distributed Coding by Deterministic Annealing", Proc. IEEE ICASSP, May 2014
  14. T. Nanjundaswamy, K. Viswanatha, and K. Rose, "On Relaxing the Strict Hierarchical Constraints in Layered Coding of Audio Signals", Proc. IEEE ICASSP, May 2014
  15. T. Nanjundaswamy, and K. Rose, "Cascaded Long Term Prediction for Enhanced Compression of Polyphonic Audio Signals", IEEE/ACM Trans. Audio, Speech, and Language Processing, vol. 22, no. 3, March 2014
  16. M. Salehifar, E. Akyol, K. Viswanatha, and K. Rose, "On Optimal coding of Hidden Markov Sources", IEEE Data Compression Conference, March 2014

2013

  1. E. Akyol, K. Rose, and T. Başar, "On Optimal Jamming Over an Additive Noise Channel", IEEE Conference on Decision and Control (CDC), Dec. 2013
  2. Y. Chen, J. Han, T. Nanjundaswamy, and K. Rose, "A Joint Spatio-Temporal Filtering Approach to Efficient Prediction in Video Compression", 30th Picture Coding Symposium (PCS), Dec. 2013
  3. E. Akyol, K. Rose, and T. Başar, "On Communication over Gaussian Sensor Networks with Adversaries: Further Results", Conference on Decision and Game Theory for Security (GameSec), invited, Nov. 2013
  4. E. Akyol, and K. Rose, "Optimal Jamming Over Additive Noise: Vector Source-Channel Case", 51st Allerton Conference on Communication, Control, and Computing, Oct. 2013
  5. T. Nanjundaswamy, and K. Rose, "Cascaded Long Term Prediction of Polyphonic Signals for Low Power Decoders", 135th AES Convention, Oct. 2013
  6. J. Han, and K. Rose, "Approaching Optimality in Spatially Scalable Video Coding: From Resampling and Prediction to Quantization and Entropy Coding", IEEE International Conference on Image Processing (ICIP), Sep. 2013
  7. M. S. Mehmetoglu, E. Akyol, and K. Rose, "A Deterministic Annealing Approach to Optimization of Zero-delay Source-Channel Codes", IEEE Information Theory Workshop (ITW), Sep. 2013
  8. E. Akyol, K. Rose, and T. Başar, "Gaussian Sensor Networks with Adversarial Nodes", IEEE Int. Symposium on Information Theory, July 2013
  9. E. Akyol, K. Viswanatha, K. Rose, and T. Ramstad, "On Zero Delay Source-Channel Coding: Functional Properties and Linearity Conditions", IEEE Int. Symposium on Information Theory, July 2013
  10. E. Akyol, and K. Rose, "On Constrained Randomized Quantization", IEEE Trans. on Signal Processing, vol.61, no.13, pp. 3291-3302, July, 2013
  11. K. Viswanatha, E. Akyol, and K. Rose, "On the Role of Common Codewords in Quadratic Gaussian Multiple Descriptions Coding", IEEE Int. Symposium on Information Theory, July 2013
  12. Y. Chen, J. Han and K. Rose, "A Recursive Extrapolation Approach to Intra Prediction in Video Coding", Proc. IEEE ICASSP, May 2013
  13. E. Ravelli, V. Melkote, T. Nanjundaswamy and K. Rose, "Joint Optimization of Base and Enhancement Layers in Scalable Audio Coding", IEEE Trans. Audio, Speech, and Language Processing, vol. 21, no. 4, April 2013
  14. J. Han, V. Melkote and K. Rose, "Estimation-Theoretic Approach to Delayed Decoding of Predictively Encoded Video Sequences", IEEE Trans. on Image Processing, vol. 22, no. 3, March 2013

2012

  1. V. Jagadeesh, M. Shih, B. S. Manjunath, and K. Rose, "Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues using Hypergraph Diffusion", Proc. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Oct. 2012
  2. T. Nanjundaswamy, and K. Rose, "On accommodating pitch variation in long term prediction of speech and vocals in audio coding", 133rd AES Convention, Preprint 8767, Oct. 2012
  3. E. Akyol, K. Viswanatha, and K. Rose, "On Random Binning versus Conditional Codebook Methods in Multiple Descriptions Coding", Proc. IEEE Information Theory Workshop (ITW), Sep. 2012
  4. K. Viswanatha, E. Akyol, and K. Rose, "A New Achievable Region for Gaussian Multiple Descriptions Based on Subset Typicality", Proc. IEEE Information Theory Workshop (ITW), Sep. 2012
  5. K. Viswanatha, E. Akyol, T. Nanjundaswamy, and K. Rose, "On Common-Information and the Encoding of Sources that are Not Successively Refinable", Proc. IEEE Information Theory Workshop (ITW), Sep. 2012
  6. E. Akyol, K. Viswanatha, and K. Rose, "Linearity Conditions for Optimal Estimation From Multiple Noisy Measurements", IEEE Statistical Signal Processing Workshop, Aug. 2012
  7. J. Han, V. Melkote, and K. Rose, "A unified estimation-theoretic framework for error-resilient scalable video coding", Proc. IEEE ICME, July 2012 (Best Student Paper Award)
  8. E. Akyol, and K. Rose, "On Linear Transforms in Zero-delay Gaussian Source Channel Coding", IEEE Int. Symposium on Information Theory, July 2012
  9. 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
  10. K. Viswanatha, E. Akyol, and K. Rose, "Lossy Common Information of Two Dependent Random Variables", IEEE Int. Symposium on Information Theory, July 2012
  11. 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
  12. J. Han, V. Melkote, and K. Rose, "An estimation-theoretic framework for spatially scalable video coding with delayed prediction", Proc. IEEE Intl. Packet Video Workshop, May 2012
  13. R. Kidambi, M. Shih, and K. Rose, "Deformable Trellises on Factor Graphs for robust Microtubule tracking in Clutter", IEEE International Symposium on Biomedical Imaging (ISBI), May 2012
  14. M. Shih, and K. Rose, "Hidden Markov Models for Tracking Neuronal Structure Contours in Electron Micrograph Stacks", IEEE International Symposium on Biomedical Imaging (ISBI), May 2012
  15. E. Akyol, and K. Rose, "Towards Optimality in Multiterminal Transform Coding", IEEE Data Compression Conference, April 2012
  16. E. Akyol, and K. Rose, "On Constrained Randomized Quantization", IEEE Data Compression Conference, April 2012
  17. J. Han, A. Saxena, V. Melkote, and K. Rose, "Jointly Optimized Spatial Prediction and Block Transform for Video and Image Coding", IEEE Transactions on Image Processing, vol. 21, no. 4, pp. 1874-1084, April 2012
  18. 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
  19. J. Han, V. Melkote, and K. Rose, "An estimation-theoretic approach to spatially scalable video coding", Proc. IEEE ICASSP, March 2012

2011

  1. 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
  2. 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
  3. J. Han, V. Melkote, and K. Rose, "Transform-domain temporal prediction in video coding with spatially adaptive spectral correlations", Proc. IEEE Multimedia Signal Processing Workshop (MMSP), October 2011
  4. T. Nanjundaswamy, and K. Rose, "Cascaded Long Term Prediction for Coding Polyphonic Audio Signals", Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2011 (Best Paper Award Finalist)
  5. T. Nanjundaswamy, and K. Rose, "Perceptually Optimized Cascaded Long Term Prediction of Polyphonic Signals for Enhanced MPEG-AAC", 131st AES Convention, Preprint 8518, Oct 2011
  6. J. Han, V. Melkote, and K. Rose, "A unified framework for spectral domain prediction and end-to-end distortion estimation in scalable video coding", Proc. IEEE Intl. Conf. Image Proc., Sep 2011
  7. 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
  8. 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
  9. 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
  10. E. Akyol, K. Viswanatha, and K. Rose, "On Multidimensional Optimal Estimators: Linearity Conditions", Proc. IEEE Statistical Signal Processing Workshop, June 2011
  11. 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
  12. K. Viswanatha, S. Ramaswamy, A. Saxena, K. Rose, "A classifier based decoding approach for large scale distributed coding", Proc. ICASSP, May 2011
  13. E. Kiris, D. Ventimiglia, M. E. Sargin, M. R. Gaylord, A. Altinok, K. Rose, B. S. Manjunath, M. A. Jordan, L. Wilson, S. C. Feinstein, "Combinatorial Tau Pseudophosphorylation: Markedly Different Regulatory Effects on Microtubule Assembly and Dynamic Instability than the Sum of the Individual Parts", Journal of Biological Chemistry, vol. 286, no. 16, pp. 14257-14270, April 2011
  14. M. E. Sargin, A. Altinok, B. S. Manjunath, K. Rose, "Variable length open contour tracking using a deformable trellis", IEEE Transactions on Image Processing, vol. 20, no. 4, pp. 1023-1035, April 2011
  15. J. C. Schmidt, K. Rose, "Jointly optimized mode decisions in redundant video streaming", IEEE Trans on Circuits and Systems for Video Technology, vol. 21, no. 4, pp. 513-518, April 2011
  16. A. Peck, M.E. Sargin, N. E. LaPointe, K. Rose, B. S. Manjunath, S. C. Feinstein, L. Wilson, "Tau isoform-specific modulation of kinesin-driven microtubule gliding rates and trajectories as determined with tau-stabilized microtubules", Cytoskeleton, vol. 68, no. 1, pp. 44-55, Jan 2011

2010

  1. J. Han, V. Melkote, and K. Rose, "A Recursive Optimal Spectral Estimate of End-to-End Distortion in Video Communications", IEEE Intl. Packet Video Workshop, Dec 2010
  2. T. Nanjundaswamy, V. Melkote, E. Ravelli and K. Rose, "Perceptual Distortion-Rate Optimization of Long Term Prediction in MPEG AAC", 129th AES Convention, Preprint 8288, Nov 2010 (Student Technical Paper Award)
  3. R. Satyan, F. Labeau, K. Rose, "Optimal mode switching for multi-hypothesis motion compensated prediction", Proc. IEEE Multimedia Signal Processing Workshop (MMSP), October 2010
  4. J. Han, V. Melkote, and K. Rose, "Estimation-theoretic approach to delayed prediction in scalable video coding", IEEE Intl. Conf. Image Proc., Sep 2010
  5. J. Han, V. Melkote, and K. Rose, "Transform-domain temporal prediction in video coding: exploiting correlation variation across coefficients", IEEE Intl. Conf. Image Proc., Sep 2010
  6. E. Akyol, K. Viswanatha, K. Rose, "On conditions for linearity of optimal estimation", Proc. IEEE Information Theory Workshop (ITW), August 2010
  7. P. Koulgi, M.E. Sargin, K. Rose, and B.S. Manjunath, "Graphical model-based tracking of curvilinear structures in bio-image sequences", IEEE Int. Conf. on Pattern Recognition, August 2010
  8. M.E. Sargin, P. Ghosh, B. S. Manjunath and K. Rose, "Object tracking with ratio cycles using shape and appearance cues", IEEE Int. Conf. on Pattern Recognition, August 2010
  9. 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
  10. 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
  11. 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
  12. E. Ravelli, V. Melkote, T. Nanjundaswamy and K. Rose, "Cross-layer rate-distortion optimization for scalable advanced audio coding", 128th AES Convention, Preprint 8084, May 2010
  13. 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
  14. E. Akyol, K. Rose, and T. Ramstad, "Optimized analog mappings for distributed source channel coding", Proc. IEEE Data Compression Conference, Mar 2010
  15. J. Han, A. Saxena, and K. Rose, "Towards jointly optimal spatial prediction and adaptive transform in video/image coding", Proc. IEEE Intl. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Mar 2010
  16. J. Han, V. Melkote, and K. Rose, "Estimation-theoretic delayed decoding of predictively encoded video sequences", Proc. IEEE Data Compression Conference, Mar 2010
  17. V. Melkote and K. Rose, "Optimal delayed decoding of predictively encoded sources", Proc. ICASSP, Mar 2010
  18. 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
  19. S. Ramaswamy, K. Viswanatha, A. Saxena and K. Rose, "Towards large scale distributed coding", Proc. ICASSP, Mar 2010
  20. E. Ravelli, V. Melkote, T. Nanjundaswamy and K. Rose, "Joint optimization of the perceptual core and lossless compression layers in scalable audio coding", Proc. ICASSP 2010
  21. V. Melkote and K. Rose, "Trellis-based approaches to rate-distortion optimized audio encoding", IEEE Trans. Audio, Speech, and Language Processing, vol. 18, no. 2, Feb 2010
  22. 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
  23. E. Akyol, K. Rose, and T. Ramstad, "Optimal mappings for joint source channel coding", Proc. IEEE Information Theory Workshop, Jan 2010
  24. H. Yang and K. Rose, "Optimizing Motion Compensated Prediction for Error Resilient Video Coding", IEEE Trans. Image Processing, vol. 19, no. 1, Jan 2010

2009

  1. 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
  2. E. Ravelli, V. Melkote, and K. Rose, "A perceptually enhanced scalable-to-lossless audio coding scheme and a trellis-based approach for its optimization", Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), October 2009
  3. A. Saxena and K. Rose, "Distributed predictive coding for spatio- temporally correlated sources", IEEE Trans. Signal Processing, vol. 57, no. 10, Oct 2009
  4. M.E. Sargin, L. Bertelli, B.S. Manjunath, K. Rose, "Probabilistic Occlusion Boundary Detection on Spatio-Temporal Lattices", IEEE Int. Conf. on Computer Vision, Sep. 2009

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