 | 2009 |
|---|
| 112 |       | Robert M. Gray,
Tamás Linder:
Bits in Asymptotically Optimal Lossy Source Codes Are Asymptotically Bernoulli.
DCC 2009: 272-281 |
| 2008 |
|---|
| 111 | | Robert M. Gray,
Takeshi Hashimoto:
Rate-Distortion Functions for Nonstationary Gaussian Autoregressive Processes.
DCC 2008: 53-62 |
| 110 | | Kyungsuk Pyun,
Johan Lim,
Robert M. Gray:
A covariance adjustment method in compressed domain for noisy image segmentation.
ICIP 2008: 2268-2271 |
| 109 | | Sangoh Jeong,
Chee Sun Won,
Robert M. Gray:
An adaptive color image retrieval framework using Gauss mixtures.
ICIP 2008: 945-948 |
| 108 | | Deirdre B. O'Brien,
Maya R. Gupta,
Robert M. Gray:
Cost-sensitive multi-class classification from probability estimates.
ICML 2008: 712-719 |
| 107 | | James Ze Wang,
Donald Geman,
Jiebo Luo,
Robert M. Gray:
Real-World Image Annotation and Retrieval: An Introduction to the Special Section.
IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1873-1876 (2008) |
| 106 | | Robert M. Gray,
Takeshi Hashimoto:
A Note on Rate-Distortion Functions for Nonstationary Gaussian Autoregressive Processes.
IEEE Transactions on Information Theory 54(3): 1319-1322 (2008) |
| 105 | | Robert M. Gray,
Tamás Linder,
John T. Gill:
Lagrangian Vector Quantization With Combined Entropy and Codebook Size Constraints.
IEEE Transactions on Information Theory 54(5): 2220-2242 (2008) |
| 2007 |
|---|
| 104 | | Robert M. Gray,
Takeshi Hashimoto:
A note on rate-distortion functions for nonstationary Gaussian autoregressive processes
CoRR abs/cs/0702150: (2007) |
| 103 | | Thomas André,
Marc Antonini,
Michel Barlaud,
Robert M. Gray:
Entropy-Based Distortion Measure and Bit Allocation for Wavelet Image Compression.
IEEE Transactions on Image Processing 16(12): 3058-3064 (2007) |
| 102 | | Kyungsuk Pyun,
Johan Lim,
Chee Sun Won,
Robert M. Gray:
Image Segmentation Using Hidden Markov Gauss Mixture Models.
IEEE Transactions on Image Processing 16(7): 1902-1911 (2007) |
| 2006 |
|---|
| 101 | | Robert M. Gray,
John T. Gill III:
Quantization with Joint Entropy/Memory Constraints.
DCC 2006: 223-232 |
| 100 | | Kivanc M. Ozonat,
Robert M. Gray:
Gauss Mixture Model-Based Classification For Sensor Networks.
DCC 2006: 322-331 |
| 99 | | Thomas André,
Marc Antonini,
Michel Barlaud,
Robert M. Gray:
Entropy-Based Distortion Measure for Image Coding.
ICIP 2006: 1157-1160 |
| 98 | | Sangho Yoon,
Robert M. Gray:
Entropy and Memory Constrained Vector Quantization with Separability Based Feature Selection.
ICME 2006: 269-272 |
| 97 | | Maya R. Gupta,
Robert M. Gray,
Richard A. Olshen:
Nonparametric Supervised Learning by Linear Interpolation with Maximum Entropy.
IEEE Trans. Pattern Anal. Mach. Intell. 28(5): 766-781 (2006) |
| 2005 |
|---|
| 96 | | Shahriyar Matloub,
Deirdre B. O'Brien,
Robert M. Gray:
Optimal Quantizer Performance and the Wasserstein Distortion.
DCC 2005: 243-250 |
| 95 | | Robert M. Gray:
A Lagrangian formulation of fixed-rate quantization.
DCC 2005: 261-269 |
| 94 | | Alessandro Magnani,
Arpita Ghosh,
Robert M. Gray:
Optimal One-Bit Quantization.
DCC 2005: 270-278 |
| 93 | | Sangoh Jeong,
Robert M. Gray:
Minimum Distortion Color Image Retrieval Based on Lloyd-Clustered Gauss Mixtures.
DCC 2005: 279-288 |
| 92 | | Kivanc M. Ozonat,
Robert M. Gray:
Vector Quantization for Classification in a Simple Network.
DCC 2005: 472 |
| 91 | | Sangho Yoon,
Robert M. Gray:
Feature selection based on maximizing separability in Gauss mixture model and its application to image classification.
ICIP (2) 2005: 1198-1201 |
| 90 | | Deirdre B. O'Brien,
Robert M. Gray:
Gaussian mixture model classifiers for small objects in images.
ICIP (2) 2005: 850-853 |
| 89 | | Kivanc M. Ozonat,
Robert M. Gray:
Vector quantization for image classification with side information for the additive Gaussian noise channels.
ICIP (3) 2005: 185-188 |
| 88 | | Robert M. Gray:
Toeplitz and Circulant Matrices: A Review.
Foundations and Trends in Communications and Information Theory 2(3): (2005) |
| 2004 |
|---|
| 87 | | Ying-zong Huang,
Deirdre B. O'Brien,
Robert M. Gray:
Classification of Features and Images using Gauss Mixtures with VQ Clustering.
Data Compression Conference 2004: 13-21 |
| 86 | | Robert M. Gray,
Tamás Linder:
Results and Conjectures on High Rate Quantization.
Data Compression Conference 2004: 3-12 |
| 85 | | Kivanc M. Ozonat,
Robert M. Gray:
Image Classification Using Adaptive-Boosting and Tree-Structured Discriminant Vector Quantization.
Data Compression Conference 2004: 556 |
| 84 | | Sangoh Jeong,
Chee Sun Won,
Robert M. Gray:
Image retrieval using color histograms generated by Gauss mixture vector quantization.
Computer Vision and Image Understanding 94(1-3): 44-66 (2004) |
| 83 | | Ken K. Lin,
Robert M. Gray:
Wavelet video coding with dependent optimization.
IEEE Trans. Circuits Syst. Video Techn. 14(4): 542-553 (2004) |
| 2003 |
|---|
| 82 | | Robert M. Gray,
Tamás Linder:
High Rate Mismatch in Entropy Constrained Quantization.
DCC 2003: 173-182 |
| 81 | | Sangho Yoon,
Chee Sun Won,
Kyungsuk Pyun,
Robert M. Gray:
Image Classification using GMM with Context Information and with a Solution of Singular Covariance Problem.
DCC 2003: 457 |
| 80 |  | Deirdre B. O'Brien,
Maya R. Gupta,
Robert M. Gray,
Jon Kristian Hagene:
Analysis and classification of internal pipeline images.
ICIP (3) 2003: 577-580 |
| 79 | | Xin Tong,
Robert M. Gray:
Interactive rendering from compressed light fields.
IEEE Trans. Circuits Syst. Video Techn. 13(11): 1080-1091 (2003) |
| 78 | | Robert M. Gray,
Tamás Linder:
Mismatch in high-rate entropy-constrained vector quantization.
IEEE Transactions on Information Theory 49(5): 1204-1217 (2003) |
| 2002 |
|---|
| 77 | | Kyungsuk Pyun,
Chee Sun Won,
Johan Lim,
Robert M. Gray:
Robust image classification based on a non-causal hidden Markov Gauss mixture model.
ICIP (3) 2002: 785-788 |
| 76 | | Chee Sun Won,
Kyungsuk Pyun,
Robert M. Gray:
Automatic object segmentation in images with low depth of field.
ICIP (3) 2002: 805-808 |
| 75 | | Robert M. Gray,
Tamás Linder,
Jia Li:
A Lagrangian formulation of Zador's entropy-constrained quantization theorem.
IEEE Transactions on Information Theory 48(3): 695-707 (2002) |
| 2001 |
|---|
| 74 | | Ken K. Lin,
Robert M. Gray:
Video Residual Coding Using SPIHT and Dependent Optimization.
Data Compression Conference 2001: 113-122 |
| 73 | | Ken K. Lin,
Robert M. Gray:
Rate-Distortion Optimization for the SPHIT Encoder.
Data Compression Conference 2001: 123- |
| 72 | | Robert M. Gray,
Jia Li:
On Zador's Entropy-Constrained Quantization Theorem.
Data Compression Conference 2001: 3-12 |
| 71 | | Maya R. Gupta,
Robert M. Gray:
Color conversions using maximum entropy estimation.
ICIP (1) 2001: 118-121 |
| 70 | | Xin Tong,
Robert M. Gray:
Interactive view synthesis from compressed light fields.
ICIP (2) 2001: 85-88 |
| 69 | | Robert M. Gray,
John C. Young,
Anuradha K. Aiyer:
Minimum discrimination information clustering: modeling and quantization with Gauss mixtures.
ICIP (3) 2001: 14-17 |
| 68 | | James Ze Wang,
Jia Li,
Robert M. Gray,
Gio Wiederhold:
Unsupervised Multiresolution Segmentation for Images with Low Depth of Field.
IEEE Trans. Pattern Anal. Mach. Intell. 23(1): 85-90 (2001) |
| 2000 |
|---|
| 67 | | Anuradha K. Aiyer,
Robert M. Gray:
Fast Classification Using Weighted Distortion.
ICIP 2000 |
| 66 | | Jia Li,
Robert M. Gray:
Context-based multiscale classification of document images using wavelet coefficient distributions.
IEEE Transactions on Image Processing 9(9): 1604-1616 (2000) |
| 65 | | Jia Li,
Robert M. Gray,
Richard A. Olshen:
Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models.
IEEE Transactions on Information Theory 46(5): 1826-1841 (2000) |
| 1999 |
|---|
| 64 | | Jia Li,
Robert M. Gray,
Richard A. Olshen:
Joint Image Compression and Classification with Vector Quantization and a Two Dimensional Hidden Markov Model.
Data Compression Conference 1999: 23-32 |
| 63 | | Ken K. Lin,
Robert M. Gray:
Vector Quantization of Video with Two Codebooks.
Data Compression Conference 1999: 537 |
| 62 | | Jia Li,
James Ze Wang,
Robert M. Gray,
Gio Wiederhold:
Multiresolution Object-of-Interest Detection for Images with Low Depth of Field.
ICIAP 1999: 32-37 |
| 61 | | Jia Li,
Robert M. Gray:
Image Classification Based on a Multiresolution Two Dimensional Hidden Markov Model.
ICIP (1) 1999: 348-352 |
| 60 | | Anuradha K. Aiyer,
Robert M. Gray:
A FastTable-Lookup Algorithm for Classifying Document Images.
ICIP (1) 1999: 590-594 |
| 59 | | Rick A. Vander Kam,
Ping Wah Wong,
Robert M. Gray:
JPEG-compliant perceptual coding for a grayscale image printing pipeline.
IEEE Transactions on Image Processing 8(1): 1-14 (1999) |
| 58 | | Michelle Effros,
Philip A. Chou,
Robert M. Gray:
Weighted universal image compression.
IEEE Transactions on Image Processing 8(10): 1317-1329 (1999) |
| 57 | | Jia Li,
Navin Chaddha,
Robert M. Gray:
Asymptotic Performance of Vector Quantizers with a Perceptual Distortion Measure.
IEEE Transactions on Information Theory 45(4): 1082-1091 (1999) |
| 1998 |
|---|
| 56 | | Robert M. Gray,
Keren Perlmutter,
Richard A. Olshen:
Quantization, Classification, and Density Estimation for Kohonen's Gaussian Mixture.
Data Compression Conference 1998: 63-72 |
| 55 | | Jia Li,
Robert M. Gray:
Context based Multiscale Classification of Images.
ICIP (3) 1998: 566-570 |
| 54 | | Jia Li,
Robert M. Gray:
Text and Picture Segmentation by the Distribution Analysis of Wavelet Coefficients.
ICIP (3) 1998: 790-794 |
| 53 | | Robert M. Gray,
David L. Neuhoff:
Quantization.
IEEE Transactions on Information Theory 44(6): 2325-2383 (1998) |
| 1997 |
|---|
| 52 | | Sheila S. Hemami,
Robert M. Gray:
Subband-coded image reconstruction for lossy packet networks.
IEEE Transactions on Image Processing 6(4): 523-539 (1997) |
| 1996 |
|---|
| 51 | | Navin Chaddha,
Philip A. Chou,
Robert M. Gray:
Constrained and Recursive Hierarchical Table-Lookup Vector Quantization.
Data Compression Conference 1996: 220-229 |
| 50 | | Navin Chaddha,
Keren Perlmutter,
Robert M. Gray:
Joint Image Classification and Compression using Hierarchical Table-Lookup Vector Quantization.
Data Compression Conference 1996: 23-32 |
| 49 | | Cheryl L. Nash,
Richard A. Olshen,
Robert M. Gray:
Predictive Vector Quantization with Ridge Regression.
Data Compression Conference 1996: 310-319 |
| 48 | | Pamela C. Cosman,
Robert M. Gray,
Martin Vetterli:
Vector quantization of image subbands: a survey.
IEEE Transactions on Image Processing 5(2): 202-225 (1996) |
| 47 | | Keren Perlmutter,
Sharon M. Perlmutter,
Robert M. Gray,
Richard A. Olshen,
Karen L. Oehler:
Bayes risk weighted vector quantization with posterior estimation for image compression and classification.
IEEE Transactions on Image Processing 5(2): 347-360 (1996) |
| 46 | | Philip A. Chou,
Michelle Effros,
Robert M. Gray:
A vector quantization approach to universal noiseless coding and quantization.
IEEE Transactions on Information Theory 42(4): 1109-1138 (1996) |
| 1995 |
|---|
| 45 | | Rick A. Vander Kam,
Robert M. Gray:
Lossy Compression of Clustered-Dot Halftones Using Sub-Cell Prediction.
Data Compression Conference 1995: 112-121 |
| 44 | | Robert M. Gray,
Richard A. Olshen,
D. Ikeda,
Pamela C. Cosman,
Sharon M. Perlmutter,
Cheryl L. Nash,
Keren Perlmutter:
Evaluating quality and utility in digital mammography.
ICIP 1995: 2005-2008 |
| 43 | | Rick A. Vander Kam,
Ping Wah Wong,
Robert M. Gray:
Convergence of an iterative design algorithm for JPEG quantization tables.
ICIP 1995: 2081-2084 |
| 42 | | Karen L. Oehler,
Robert M. Gray:
Combining Image Compression and Classification Using Vector Quantization.
IEEE Trans. Pattern Anal. Mach. Intell. 17(5): 461-473 (1995) |
| 1994 |
|---|
| 41 | | Michelle Effros,
Philip A. Chou,
Robert M. Gray:
Variable Dimension Weighted Universal Vector Quantization and Noiseless Coding.
Data Compression Conference 1994: 2-11 |
| 40 | | Keren Perlmutter,
Robert M. Gray,
Karen L. Oehler,
Richard A. Olshen:
Bayes Risk Weighted Tree-Structured Vector Quantization with Posterior Estimation.
Data Compression Conference 1994: 274-283 |
| 39 | | Richard D. Wesel,
Robert M. Gray:
Bayes Risk Weighted VQ and Learning VQ.
Data Compression Conference 1994: 400-409 |
| 38 | | Sharon M. Perlmutter,
Robert M. Gray:
A Low Complexity Multiresolution Approach to Image Compression using Pruned Nested Tree-Structured Vector Quantization.
ICIP (1) 1994: 588-592 |
| 37 | | Sharon M. Perlmutter,
Chien-Wen Tseng,
Pamela C. Cosman,
King C. P. Li,
Richard A. Olshen,
Robert M. Gray:
Measurement Accuracy as a Measure of Image Quality in Compressed MR Chest Scans.
ICIP (1) 1994: 861-865 |
| 36 | | Keren Perlmutter,
Cheryl L. Nash,
Robert M. Gray:
A Comparison of Bayes Risk Weighted Vector Quantization with Posterior Estimation with Other VQ-based Classifiers.
ICIP (2) 1994: 217-221 |
| 35 | | Rick A. Vander Kam,
Robert M. Gray:
Lossy Compression of Clustered-Dot Halftones.
ICIP (3) 1994: 836-840 |
| 34 | | Michelle Effros,
Philip A. Chou,
Eve A. Riskin,
Robert M. Gray:
A progressive universal noiseless coder.
IEEE Transactions on Information Theory 40(1): 108-117 (1994) |
| 33 | | Michelle Effros,
Philip A. Chou,
Robert M. Gray:
Variable-rate source coding theorems for stationary nonergodic sources.
IEEE Transactions on Information Theory 40(6): 1920-1925 (1994) |
| 1993 |
|---|
| 32 | | Karen L. Oehler,
Robert M. Gray:
Combining Image Classification and Image Compression Using Vector Quantization.
Data Compression Conference 1993: 2-11 |
| 31 | | Barry D. Andrews,
Philip A. Chou,
Michelle Effros,
Robert M. Gray:
A Mean-Removed Variation of Weighted Universal Vector Quantization for Image Coding.
Data Compression Conference 1993: 302-309 |
| 30 | | Robert M. Gray,
Thomas G. Stockham Jr.:
Dithered quantizers.
IEEE Transactions on Information Theory 39(3): 805-812 (1993) |
| 1992 |
|---|
| 29 | | Sang Ju Park,
Robert M. Gray:
Sigma-delta modulation with leaky integration and constant input.
IEEE Transactions on Information Theory 38(5): 1512-1533 (1992) |
| 28 | | Pamela C. Cosman,
Eve A. Riskin,
Robert M. Gray:
Combining Vector Quantization and Histogram Equalization.
Inf. Process. Manage. 28(6): 681-686 (1992) |
| 1991 |
|---|
| 27 | | Pamela C. Cosman,
Eve A. Riskin,
Robert M. Gray:
Combining Vector Quantization and Histogram Equalization.
Data Compression Conference 1991: 113-118 |
| 26 | | Wu Chou,
Robert M. Gray:
Dithering and its effects on sigma-delta and multistage sigma-delta modulation.
IEEE Transactions on Information Theory 37(3): 500-513 (1991) |
| 25 | | Thomas J. Flynn,
Robert M. Gray:
Correction to 'Encoding of correlated observations' (Nov 87 773-787).
IEEE Transactions on Information Theory 37(3): 699- (1991) |
| 1990 |
|---|
| 24 | | Maurizio Longo,
Tom D. Lookabaugh,
Robert M. Gray:
Quantization for decentralized hypothesis testing under communication constraints.
IEEE Transactions on Information Theory 36(2): 241-255 (1990) |
| 23 | | Ping Wah Wong,
Robert M. Gray:
Sigma-delta modulation with i.i.d. Gaussian inputs.
IEEE Transactions on Information Theory 36(4): 784-798 (1990) |
| 22 | | Robert M. Gray:
Quantization noise spectra.
IEEE Transactions on Information Theory 36(6): 1220-1244 (1990) |
| 1989 |
|---|
| 21 | | Philip A. Chou,
Tom D. Lookabaugh,
Robert M. Gray:
Optimal pruning with applications to tree-structured source coding and modeling.
IEEE Transactions on Information Theory 35(2): 299-315 (1989) |
| 20 | | Wu Chou,
Ping Wah Wong,
Robert M. Gray:
Multistage sigma-delta modulation.
IEEE Transactions on Information Theory 35(4): 784-796 (1989) |
| 19 | | Tom D. Lookabaugh,
Robert M. Gray:
High-resolution quantization theory and the vector quantizer advantage.
IEEE Transactions on Information Theory 35(5): 1020-1033 (1989) |
| 1988 |
|---|
| 18 | | Yariv Ephraim,
Robert M. Gray:
A unified approach for encoding clean and noisy sources by means of waveform and autoregressive model vector quantization.
IEEE Transactions on Information Theory 34(4): 826-834 (1988) |
| 17 | | Yariv Ephraim,
Hanoch Lev-Ari,
Robert M. Gray:
Asymptotic minimum discrimination information measure for asymptotically weakly stationary processes.
IEEE Transactions on Information Theory 34(5): 1033-1040 (1988) |
| 1987 |
|---|
| 16 | | Robert M. Gray,
Mari O. Dunham,
Richard L. Gobbi:
Ergodicity of Markov channels.
IEEE Transactions on Information Theory 33(5): 656-664 (1987) |
| 15 | | Thomas J. Flynn,
Robert M. Gray:
Encoding of correlated observations.
IEEE Transactions on Information Theory 33(6): 773-787 (1987) |
| 14 | | Ender Ayanoglu,
Robert M. Gray:
The design of joint source and channel trellis waveform coders.
IEEE Transactions on Information Theory 33(6): 855-865 (1987) |
| 1986 |
|---|
| 13 | | Michael J. Sabin,
Robert M. Gray:
Global convergence and empirical consistency of the generalized Lloyd algorithm.
IEEE Transactions on Information Theory 32(2): 148-155 (1986) |
| 1985 |
|---|
| 12 | | Robert M. Gray:
Review of 'Ergodic Theory' (Peterson, K.; 1983).
IEEE Transactions on Information Theory 31(1): 110- (1985) |
| 11 | | J. Foster,
Robert M. Gray,
Mari O. Dunham:
Finite-state vector quantization for waveform coding.
IEEE Transactions on Information Theory 31(3): 348-359 (1985) |
| 1984 |
|---|
| 10 | | Robert M. Gray,
F. Saadat:
Block source coding theory for asymptotically mean stationary sources.
IEEE Transactions on Information Theory 30(1): 54-67 (1984) |
| 1982 |
|---|
| 9 | | Robert M. Gray:
Editorial.
IEEE Transactions on Information Theory 28(2): 127-128 (1982) |
| 8 | | Robert M. Gray,
Ehud D. Karnin:
Multiple local optima in vector quantizers.
IEEE Transactions on Information Theory 28(2): 256- (1982) |
| 1981 |
|---|
| 7 | | Yasuo Matsuyama,
Robert M. Gray:
Universal tree encoding for speech.
IEEE Transactions on Information Theory 27(1): 31-42 (1981) |
| 6 | | Robert J. Fontana,
Robert M. Gray,
John C. Kieffer:
Asymptotically mean stationary channels.
IEEE Transactions on Information Theory 27(3): 308-316 (1981) |
| 5 | | James George Dunham,
Robert M. Gray:
Joint source and noisy channel trellis encoding.
IEEE Transactions on Information Theory 27(4): 516- (1981) |
| 4 | | Robert M. Gray,
Augustine H. Gray Jr.,
Guillermo Rebolledo,
John E. Shore:
Rate-distortion speech coding with a minimum discrimination information distortion measure.
IEEE Transactions on Information Theory 27(6): 708-720 (1981) |
| 1980 |
|---|
| 3 | | Robert M. Gray,
John C. Kieffer,
Y. Linde:
Locally Optimal Block Quantizer Design
Information and Control 45(2): 178-198 (1980) |
| 1977 |
|---|
| 2 | | Robert M. Gray,
Paul C. Shields:
The Maximum Mutual Information between Two Random Processes
Information and Control 33(4): 273-280 (1977) |
| 1974 |
|---|
| 1 | | Robert M. Gray:
On Unbounded Toeplitz Matrices and Nonstationary Time Series with an Application to Information Theory
Information and Control 24(2): 181-196 (1974) |
