2019

  1. S. Zamani, K. Rose, "Spatial Audio Coding Without Recourse to Background Signal Compression", to appear in IEEE ICASSP, May 2019
  2. B. Vishwanath, T. Nanjundaswamy and K. Rose, "A Deterministic Annealing Approach to Switched Predictor Design for Adaptive Compression Systems", to appear in IEEE ICASSP 2019
  3. A. Elshafiy, K. Rose, A. Sampath, "On Optimal Beam Steering Directions in Millimeter Wave Systems", to appear in IEEE ICASSP 2019
  4. B. Vishwanath, T. Nanjundaswamy and K. Rose, "Deterministic Annealing Based Transform Domain Temporal Predictor Design for Adaptive Video Coding", to appear in Data Compression Conference (DCC) 2019

2018

  1. S. Zamani and K. Rose, "Spatial Audio Coding with Backward-Adaptive Singular Value Decomposition", 145th AES Convention, Oct. 2018
  2. B. Vishwanath, T. Nanjundaswamy and K. Rose, "Motion Compensated Prediction for Translational Camera Motion in Spherical Video Coding", to appear in MMSP, August 2018
  3. B. Vishwanath, K. Rose, Y. He, and Y. Ye, "Rotational Motion Compensated Prediction in HEVC Based Omnidirectional Video Coding",  Picture Coding Symposium (PCS), June 2018
  4. B. Li, T. Nanjundaswamy, and K. Rose, "Adaptive State Estimation Over Lossy Sensor Networks Fully Accounting for End-to-end Distortion", to appear in Proc. IEEE Statistical Signal Processing Workshop, June 2018
  5. C. Torres, J.C. Fried, K. Rose and B.S. Manjunath, "A Multiview Multimodal System for Monitoring Patient Sleep", to appear in IEEE Trans. on Multimedia
  6. A. Elshafiy, T. Nanjundaswamy, S. Zamani, K. Rose, "On Error Resilient Design of Predictive Scalable Coding Systems", Proc. IEEE ICASSP, April 2018.
  7. W. Lin, T. Nanjundaswamy, and K. Rose,, "Adaptive Interpolated Motion-Compensated Prediction with Variable Block Partitioning", to appear in IEEE Data Compression Conference, Mar. 2018

2017

  1. B. Vishwanath, T. Nanjundaswamy, and K. Rose, "Rotational Motion Model for Temporal Prediction in 360 Video Coding",  Proc. IEEE Multimedia Signal Processing Workshop (MMSP), October 2017 (Top 10% Paper Award)
  2. S. Zamani, T. Nanjundaswamy, and K. Rose, "Frequency Domain Singular Value Decomposition for Efficient Spatial Audio Coding", Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct. 2017
  3. S. Li, T. Nanjundaswamy, B. Li, and K. Rose, "On Generalizing the Estimation-theoretic Framework to Scalable Video Coding with Quadtree Structured Block Partitions", Proc. IEEE International Conference on Image Processing (ICIP), Sep. 2017
  4. B. Li, T. Nanjundaswamy, and K. Rose, "An Error-Resilient Video Coding Framework with Soft Reset and End-to-end Distortion Optimization", Proc. IEEE International Conference on Image Processing (ICIP), Sep. 2017
  5. W. Lin, T. Nanjundaswamy, and K. Rose, "Adaptive Interpolated Motion Compensated Prediction", in Proc. IEEE International Conference on Image Processing (ICIP), pp. 943-947, 2017.
  6. S. Li, T. Nanjundaswamy, and K. Rose, "Jointly Optimized Transform Domain Temporal Prediction and Sub-pixel Interpolation", Proc. IEEE ICASSP, Mar. 2017
  7. B. Vishwanath, T. Nanjundaswamy, S. Zamani, and K. Rose, "Deterministic Annealing Based Design of Error Resilient Predictive Compression Systems", Proc. IEEE ICASSP, Mar. 2017

2016

  1. R. Shenoy, M. Shih, and K. Rose, "Deformable Registration of Biomedical Images using 2D Hidden Markov Models", IEEE Trans. on Image Processing, vol. 25, no. 10, Oct. 2016
  2. C. Torres, J. C. Fried, K. Rose, and B. S. Manjunath, "Deep Eye-CU (DECU): Summarization of Patient Motion in the ICU", European Conference on Computer Vision, Oct. 2016
  3. B. Li, T. Nanjundaswamy, and K. Rose, "Block-size Adaptive Transform Domain Estimation of End-to-end Distortion for Error-resilient Video Coding", Proc. IEEE International Conference on Image Processing (ICIP), Sep. 2016
  4. S. Zamani, T. Nanjundaswamy, and K. Rose, "Recursive End-To-End Distortion Estimation for Error-Resilient Adaptive Predictive Compression Systems", Proc. IEEE Workshop on Statistical Signal Processing, Jun. 2016
  5. L. Megalini, R. Shenoy, K. Rose, J. S. Speck, J. E. Bowers, S. Nakamura, D. A. Cohen, S. P. DenBaars, "Estimation of roughness-induced scattering losses in III-nitride laser diodes with a photoelectrochemically etched current aperture", Physica Status Solidi A, vol. 213, no. 4, Apr. 2016
  6. M. Salehifar, T. Nanjundaswamy, and K. Rose, "Joint Design of Layered Coding Quantizers to Extract and Exploit Common Information", IEEE Data Compression Conference, Mar. 2016
  7. S. Li, T. Nanjundaswamy, and K. Rose, "Transform Domain Temporal Prediction with Extended Blocks", Proc. IEEE ICASSP, Mar. 2016
  8. M. S. Mehmetoglu, E. Akyol, and K. Rose, "Analog Multiple Descriptions: A Zero-Delay Source-Channel Coding Approach", Proc. IEEE ICASSP, Mar. 2016
  9. M. Salehifar, T. Nanjundaswamy, and K. Rose, "Quantizer Design for Exploiting Common Information in Layered Coding", Proc. IEEE ICASSP, Mar. 2016
  10. M. Salehifar, T. Nanjundaswamy, and K. Rose, "On Scalable Coding of Hidden Markov Sources", Proc. IEEE ICASSP, Mar. 2016
  11. S. Zamani, T. Nanjundaswamy, and K. Rose, "Asymptotic Closed-Loop Design of Error Resilient Predictive Compression Systems", Proc. IEEE ICASSP, Mar. 2016
  12. K. Viswanatha, E. Akyol, and K. Rose, "Combinatorial Message Sharing and A New Achievable Region for Multiple Descriptions", IEEE Trans. on Information Theory, vol. 62, no. 2, Feb. 2016

2015

  1. M. S. Mehmetoglu, E. Akyol, and K. Rose, "Deterministic Annealing-Based Optimization for Zero-Delay Source-Channel Coding in Networks", IEEE Trans. on Communications, vol. 63, no. 12, Dec. 2015
  2. S. Li, T. Nanjundaswamy, Y. Chen, and K. Rose, "Asymptotic Closed-loop Design for Transform Domain Temporal Prediction", Proc. IEEE International Conference on Image Processing (ICIP), Sep. 2015 (Top 10% Paper Award)
  3. R. Shenoy, M. Shih, and K. Rose, "Segmentation of Cells in Electron Microscopy Images Through Multimodal Label Transfer", Proc. IEEE International Conference on Image Processing (ICIP), Sep. 2015
  4. E. Akyol, K. Rose, and T. Başar, "Optimal Zero-delay Jamming Over an Additive Noise Channel", IEEE Trans. on Information Theory, vol. 61, no. 8, Aug. 2015
  5. L. Megalini, D. L. Becerra, R. Shenoy, A. Pourhashemi, R. M. Farrell, K. Rose, J. S. Speck, S. Nakamura, D. A. Cohen, S. P. DenBaars, "Continuous-wave operation of a (2021) InGaN laser diode with a photoelectrochemically etched current aperture", International Symposium on Compound Semiconductors, June 2015
  6. L. Megalini, L. Y. Kuritzky, J. T. Leonard, R. Shenoy, K. Rose, S. Nakamura, J. S. Speck, D. A. Cohen, S. P. DenBaars, "Selective and controllable lateral photoelectrochemical etching of nonpolar and semipolar InGaN/GaN multiple quantum well active regions", Applied Physics Express, vol. 8, no. 6, May 2015
  7. R. Shenoy, M. Shih, and K. Rose, "A Probabilistic Framework for Simultaneous Segmentation and Classification of Multiple Cells in Multi-marker Microscopy Images", Proc. IEEE International Symposium on Biomedical Imaging (ISBI), Apr. 2015
  8. M. Shih, R. Shenoy, and K. Rose, "2D Hidden Markov Model with Spatially Adaptive State-Space for Tracing Many Cells in Image Sequence", 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, "On Constrained Randomized Quantization", IEEE Data Compression Conference, April 2012
  16. E. Akyol, and K. Rose, "Towards Optimality in Multiterminal Transform Coding", 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 (2015 IEEE Signal Processing Society Young Author Best Paper Award)
  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, "Perceptually Optimized Cascaded Long Term Prediction of Polyphonic Signals for Enhanced MPEG-AAC", 131st AES Convention, Preprint 8518, Oct 2011
  5. 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)
  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

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