Robert M. Gray

Q: What Schools Are Affiliated With Robert M. Gray

Robert M. Gray is affiliated with the following schools: University of Southern California, Stanford University, Massachusetts Institute of Technology

Robert M. Gray's AcademicInfluence.com Rankings

Robert M. Gray

Computer Science

#834

World Rank

#865

Historical Rank

#454

USA Rank

Information Theory

World Rank

Historical Rank

USA Rank

computer-science Degrees

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Computer Science

Robert M. Gray's Degrees

PhD Electrical Engineering Stanford University
Masters Electrical Engineering Stanford University
Bachelors Electrical Engineering Stanford University

Why Is Robert M. Gray Influential?

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According to Wikipedia, Robert M. Gray is an American information theorist, and the Alcatel-Lucent Professor of Electrical Engineering at Stanford University in Palo Alto, California. He is best known for his contributions to quantization and compression, particularly the development of vector quantization.

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Robert M. Gray's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

An Algorithm for Vector Quantizer Design (1980) (8017)
Vector quantization and signal compression (1991) (7157)
Vector quantization (1984) (3006)
Toeplitz and Circulant Matrices: A Review (2005) (2260)
Entropy and Information Theory (1990) (1784)
Quantization (2022) (1723)
Speech coding based upon vector quantization (1980) (609)
On the asymptotic eigenvalue distribution of Toeplitz matrices (1972) (566)
Optimal pruning with applications to tree-structured source coding and modeling (1989) (480)
Quantization noise spectra (1990) (477)
An Improvement of the Minimum Distortion Encoding Algorithm for Vector Quantization (1985) (471)
Toeplitz And Circulant Matrices: A Review (Foundations and Trends(R) in Communications and Information Theory) (2006) (446)
Entropy-constrained vector quantization (1989) (443)
Communication systems: An introduction to signals and noise in electrical communication (1976) (431)
Distortion measures for speech processing (1980) (418)
Probability, Random Processes, And Ergodic Properties (1987) (386)
Oversampled Sigma-Delta Modulation (1987) (367)
Dithered Quantizers (1993) (366)
Image classification by a two dimensional hidden Markov model (1999) (337)
Evaluating quality of compressed medical images: SNR, subjective rating, and diagnostic accuracy (1994) (324)
Coding for noisy channels (2011) (303)
Finite-state vector quantization for waveform coding (1985) (263)
Source coding for a simple network (1974) (220)
Spectral analysis of quantization noise in a single-loop sigma-delta modulator with DC input (1989) (215)
Vector quantization of image subbands: a survey (1996) (212)
High-resolution quantization theory and the vector quantizer advantage (1989) (205)
Unsupervised Multiresolution Segmentation for Images with Low Depth of Field (2001) (197)
Encoding of correlated observations (1987) (191)
The design of joint source and channel trellis waveform coders (1987) (191)
Source Coding Theory (1989) (189)
Product code vector quantizers for waveform and voice coding (1984) (188)
Quantization for decentralized hypothesis testing under communication constraints (1990) (180)
A greedy tree growing algorithm for the design of variable rate vector quantizers [image compression] (1991) (177)
Asymptotic performance of block quantizers with difference distortion measures (1980) (157)
Asymptotically Mean Stationary Measures (1980) (154)
Combining Image Compression and Classification Using Vector Quantization (1995) (152)
Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models (2000) (150)
Global convergence and empirical consistency of the generalized Lloyd algorithm (1986) (149)
Flat Zones Filtering, Connected Operators, and Filters by Reconstruction (1995) (147)
Vector Quantizers and Predictive Quantizers for Gauss-Markov Sources (1982) (146)
Locally Optimal Block Quantizer Design (1980) (145)
Image retrieval using color histograms generated by Gauss mixture vector quantization (2004) (144)
An Introduction To Statistical Signal Processing (2004) (137)
Information rates of autoregressive processes (1970) (134)
A Generalization of Ornstein's $\bar d$ Distance with Applications to Information Theory (1975) (133)
Using vector quantization for image processing (1993) (130)
Quantization noise in single-loop sigma-delta modulation with sinusoidal inputs (1989) (128)
Fixed rate universal block source coding with a fidelity criterion (1975) (119)
Gradient algorithms for designing predictive vector quantizers (1986) (118)
A new class of lower bounds to information rates of stationary sources via conditional rate-distortion functions (1973) (113)
Multistage sigma-delta modulation (1989) (112)
The Design of Trellis Waveform Coders (1982) (109)
Minimum Cross-Entropy Pattern Classification and Cluster Analysis (1982) (109)
An Algorithm for the Design of Labeled-Transition Finite-State Vector Quantizers (1985) (107)
FIR filters with sigma-delta modulation encoding (1990) (107)
Rate-distortion speech coding with a minimum discrimination information distortion measure (1981) (102)
Maximum a Posteriori Estimation of Position in Scintillation Cameras (1976) (101)
Vector quantization of speech and speech-like waveforms (1982) (99)
Dithering and its effects on sigma-delta and multistage sigma-delta modulation (1991) (99)
KOLMOGOROV'S CONTRIBUTIONS TO INFORMATION THEORY AND ALGORITHMIC COMPLEXITY (1989) (97)
Asymptotic Performance of Vector Quantizers with a Perceptual Distortion Measure (1997) (94)
Multiple local optima in vector quantizers (1982) (93)
Variable rate vector quantization for medical image compression (1990) (90)
Source coding of the discrete Fourier transform (1978) (90)
Context-based multiscale classification of document images using wavelet coefficient distributions (2000) (89)
Joint source and noisy channel trellis encoding (1981) (87)
A unified approach for encoding clean and noisy sources by means of waveform and autoregressive model vector quantization (1988) (86)
Thoracic CT images: effect of lossy image compression on diagnostic accuracy. (1994) (85)
Bayes risk weighted vector quantization with posterior estimation for image compression and classification (1996) (84)
Entropy and Information (2018) (82)
Random processes : a mathematical approach for engineers (1986) (82)
Source coding theorems without the ergodic assumption (1974) (80)
Image compression (1991) (80)
Subband-coded image reconstruction for lossy packet networks (1997) (76)
Conditional Rate-Distortion Theory (1972) (76)
Matrix quantizer design for LPC speech using the generalized Llyod algorithm (1985) (74)
A vector quantization approach to universal noiseless coding and quantization (1996) (74)
Time-invariant trellis encoding of ergodic discrete-time sources with a fidelity criterion (1977) (72)
Mismatch in high-rate entropy-constrained vector quantization (2003) (70)
Sliding-block source coding (1975) (70)
Tree-structured vector quantization of CT chest scans: image quality and diagnostic accuracy (1993) (70)
The ergodic decomposition of stationary discrete random processes (1974) (65)
Process definitions of distortion-rate functions and source coding theorems (1975) (63)
Automatic object segmentation in images with low depth of field (2002) (61)
Image quality in lossy compressed digital mammograms (1997) (61)
Robustness of Estimators on Stationary Observations (1979) (58)
Variable rate vector quantization for speech, image, and video compression (1993) (57)
Lloyd clustering of Gauss mixture models for image compression and classification (2005) (57)
Image Segmentation Using Hidden Markov Gauss Mixture Models (2007) (56)
Rate distortion functions for finite-state finite-alphabet Markov sources (1971) (56)
Entropy and Information Theory -2/E. (2014) (53)
Text and picture segmentation by the distribution analysis of wavelet coefficients (1998) (52)
Gauss mixture vector quantization (2001) (52)
A Lagrangian formulation of Zador's entropy-constrained quantization theorem (2002) (50)
Two-stage sigma-delta modulation (1990) (48)
Image Segmentation and Compression Using Hidden Markov Models (2000) (48)
Comparison of optimal quantizations of speech reflection coefficients (1977) (47)
Coding of multi-view images for immersive viewing (2000) (45)
Nonblock Source Coding with a Fidelity Criterion (1975) (44)
The Design of Predictive Trellis Waveform Coders Using the Generalized Lloyd Algorithm (1986) (43)
Applications of information theory to pattern recognition and the design of decision trees and trellises (1988) (42)
Sigma-delta modulation with i.i.d. Gaussian inputs (1990) (42)
Nonparametric supervised learning by linear interpolation with maximum entropy (2006) (37)
Cost-sensitive multi-class classification from probability estimates (2008) (37)
Quantization in Task-Driven Sensing and Distributed Processing (2006) (35)
Block coding for discrete stationary d -continuous noisy channels (1979) (34)
Minimum discrimination information clustering: modeling and quantization with Gauss mixtures (2001) (33)
Asymptotically mean stationary channels (1981) (33)
Interactive rendering from compressed light fields (2003) (32)
Fourier Transform Vector Quantization for Speech Coding (1987) (32)
A Fake Process Approach to Data Compression (1978) (32)
Mutual information rate, distortion, and quantization in metric spaces (1980) (32)
Combining image classification and image compression using vector quantization (1993) (31)
Vector quantization and density estimation (1997) (30)
Stochastic Image Processing (2004) (29)
Variable rate vector quantization of images (1990) (29)
Sliding-block joint source/noisy-channel coding theorems (1976) (28)
Asymptotically optimal quantizers (Corresp.) (1977) (28)
Quantizer Mismatch (1975) (28)
Full search and tree searched vector quantization of speech waveforms (1982) (27)
Sigma-delta modulation with leaky integration and constant input (1992) (27)
Product code vector quantizers for speech waveform coding (1982) (27)
Robust image compression using Gauss mixture models (2001) (27)
Fourier Transforms: An Introduction for Engineers (2012) (26)
Mean-gain-shape vector quantization (1993) (26)
JPEG-compliant perceptual coding for a grayscale image printing pipeline (1999) (25)
Variable-rate source coding theorems for stationary nonergodic sources (1994) (25)
Speech recognition method using quantised LSP parameters in CELP-type coders (1998) (25)
Constrained and recursive hierarchical table-lookup vector quantization (1996) (25)
Dithering and its effects on sigma delta and multi-stage sigma delta modulation (1990) (24)
Block Synchronization, Sliding-Block Coding, Invulnerable Sources and Zero Error Codes for Discrete Noisy Channels (1980) (23)
Hardware Realization of Waveform Vector Quantizers (1984) (23)
Training sequence size and vector quantizer performance (1991) (22)
Medical Image Compression and Vector Quantization (1998) (22)
Evaluating quality and utility in digital mammography (1995) (21)
Text segmentation in mixed-mode images using classification trees and transform tree-structured vector quantization (1996) (21)
Modulo sigma-delta modulation (1992) (21)
Entropy-Based Distortion Measure and Bit Allocation for Wavelet Image Compression (2007) (21)
Real-World Image Annotation and Retrieval: An Introduction to the Special Section (2008) (21)
Weighted universal image compression (1999) (21)
Universal tree encoding for speech (1981) (20)
Information rates of stationary ergodic finite-alphabet sources (1971) (20)
Minimum distortion color image retrieval based on Lloyd-clustered Gauss mixtures (2005) (20)
Multiresolution object-of-interest detection for images with low depth of field (1999) (19)
Pruned tree-structured vector quantization in image coding (1989) (19)
Combining vector quantization and histogram equalization (1991) (19)
Ergodicity of Markov channels (1987) (19)
A Multirate Voice Digitizer Based Upon Vector Quantization (1982) (18)
Context based multiscale classification of images (1998) (18)
Classification using vector quantization (1991) (18)
Linear Predictive Coding and the Internet Protocol (2010) (18)
Texture classification based on multiple Gauss mixture vector quantizers (2002) (18)
The Importance of Intrinsically Two-dimensional Image Features in Biological Vision and Picture Coding (2011) (18)
A Note on Rate-Distortion Functions for Nonstationary Gaussian Autoregressive Processes (2007) (18)
Source Coding and Speech Compression (1978) (17)
Publisher Correction: Femtojoule femtosecond all-optical switching in lithium niobate nanophotonics (2021) (17)
Multimode coding: application to CELP (1989) (17)
Hierarchical vector quantizers with table-lookup encoders (1985) (16)
Joint image compression and classification with vector quantization and a two dimensional hidden Markov model (1999) (16)
Evaluating Quality and Utility of Digital Mammograms and Lossy Compressed Digital Mammograms (1996) (16)
Asymptotically Optimal Quantizers (2008) (15)
The 1974 origins of VoIP (2005) (15)
Lookahead in growing tree-structured vector quantizers (1991) (15)
Image reconstruction using vector quantized linear interpolation (1994) (15)
Asymptotic minimum discrimination information measure for asymptotically weakly stationary processes (1988) (15)
On Unbounded Toeplitz Matrices and Nonstationary Time Series with an Application to Information Theory (1974) (14)
Combining tree-structured vector quantization with classification and regression trees (1993) (14)
Data Compression (1976) (14)
Bayes risk weighted tree-structured vector quantization with posterior estimation (1994) (14)
A comparison of Bayes risk weighted vector quantization with posterior estimation with other VQ-based classifiers (1994) (14)
Image Classification by a Two-Dimensional Hidden (2000) (14)
Ergodic and information theory (1977) (14)
Block source coding theory for asymptotically mean stationary sources (1984) (14)
Image classification using GMM with context information and with a solution of singular covariance problem (2003) (13)
Wald Lecture I: Counting Bits with Kolmogorov and Shannon (2007) (13)
Variable dimension weighted universal vector quantization and noiseless coding (1994) (13)
An endpoint detector for LPC speech using residual error look-ahead for vector quantization applications (1984) (13)
Entropy-Based Distortion Measure for Image Coding (2006) (13)
Simulation of Vector Trellis Encoding Systems (1986) (13)
Measurement accuracy as a measure of image quality in compressed MR chest scans (1994) (13)
Incorporating visual factors into vector quantizers for image compression (1993) (13)
An algorithm for joint vector quantizer and halftoner design (1992) (12)
Spectral Distortion Measures for Speech Compression. (1978) (12)
Analysis and classification of internal pipeline images (2003) (12)
Image classification based on a multiresolution two dimensional hidden Markov model (1999) (12)
Multimode coding: A novel approach to narrow‐ and medium‐band coding (1988) (12)
Frequency-Counted Measurements and Phase Locking to Noisy Oscillators (1971) (12)
The Maximum Mutual Information between Two Random Processes (1977) (12)
Vector quantization of speech waveforms (1981) (12)
Lagrangian Vector Quantization With Combined Entropy and Codebook Size Constraints (2008) (11)
Image Compression and Tree-Structured Vector Quantization (1992) (11)
Quality evaluation for compressed medical images: fundamentals (2000) (11)
Vector Quantization I:Structure and Performance (1992) (11)
Histogram-based image retrieval using Gauss mixture vector quantization (2003) (11)
Quantization, classification, and density estimation for Kohonen's Gaussian mixture (1998) (11)
Histogram-based image retrieval using Gauss mixture vector quantization (2003) (11)
Wavelet video coding with dependent optimization (2004) (10)
Image Compression with a Vector Speck Algorithm (2006) (10)
Video residual coding using SPIHT and dependent optimization (2001) (10)
One-pass adaptive universal vector quantization (1994) (10)
Bayes risk weighted vector quantization with CART estimated class posteriors (1995) (10)
A two-step speech compression system with vector quantizing (1979) (10)
Image Classi cation by a Two Dimensional Hidden Markov Model (1998) (10)
Bayes risk weighted VQ and learning VQ (1994) (9)
Speech Coding with Dynamic Bit Allocation (Multimode Coding) (1991) (9)
Rate-Distortion Functions for Nonstationary Gaussian Autoregressive Processes (2008) (9)
Rate-distortion theory for ergodic sources with side information (Corresp.) (1974) (9)
Optimal one-bit quantization (2005) (9)
Source Coding Theorems for Stationary, Continuous-time Stochastic Processes (1977) (9)
On Zador's entropy-constrained quantization theorem (2001) (9)
Robust image classification based on a non-causal hidden Markov Gauss mixture model (2002) (9)
A Progressive Universal Noiseless Coder (1991) (9)
Scalar Quantization I: Structure and Performance (1992) (9)
Joint image classification and compression using hierarchical table-lookup vector quantization (1996) (8)
Spellmode recognition based on vector quantization (1988) (8)
Finite state hierarchical table-lookup vector quantization for images (1996) (8)
Gauss Mixture Quantization: Clustering Gauss Mixtures (2003) (8)
Rate-Constrained Simulation and Source Coding i.i.d. Sources (2010) (8)
Unbalanced tree-growing algorithms for practical image compression (1991) (8)
Evaluation of Bayes risk weighted vector quantization with posterior estimation in the detection of lesions in digitized mammograms (1994) (8)
Stochastic Image Processing (Information Technology: Transmission, Processing, and Storage) (2004) (8)
Bayes risk-weighted vector quantization (1994) (8)
A Lagrangian formulation of fixed-rate and entropy / memory constrained quantization 1 (8)
A Robust Hidden Markov Gauss Mixture Vector Quantizer for a Noisy Source (2009) (8)
A Survey of Linear Predictive Coding: Part I of Linear Predictive Coding and the Internet Protocol (2010) (7)
Variable Rate Vector Quantization For Medical Image Compression With Applications To Progressive Transmission (1989) (7)
Improving Classification Performance by Exploring the Role of Cost Matrices in Partitioning the Estimated Class Probability Space (2005) (7)
Results and conjectures on high rate quantization (2004) (7)
Tree-structured vector quantization with input-weighted distortion measures (1991) (7)
Optimal quantizations of coefficient vectors in LPC speech (1978) (7)
Variable rate and adaptive frequency domain vector quantization of speech (1988) (7)
Correction to 'Information Rates of Stationary-Ergodic Finite-Alphabet Sources' (1973) (6)
Lossy compression of clustered-dot halftones using sub-cell prediction (1995) (6)
Data Compression Algorithms (1979) (6)
A comparison of EM and GMVQ in estimating Gauss mixtures: application to probabilistic image retrieval (2005) (6)
Multiresolution tree structured vector quantization (1996) (6)
Tree-structured vector quantization with region-based classification (1992) (6)
Maximum entropy classification applied to speech (2000) (6)
Voice Coding and Tree Encoding Speech Compression Systems Based Upon Inverse Filter Matching (1982) (6)
Reducing bias in supervised learning (2004) (6)
Interactive view synthesis from compressed light fields (2001) (6)
Second-order theory (2004) (6)
A low complexity multiresolution approach to image compression using pruned nested tree-structured vector quantization (1994) (6)
Review of 'Rate Distortion Theory: A Mathematical Basis for Data Compression' (Berger, T.; 1971) (1972) (6)
Time domain analysis of sigma delta modulation (1990) (6)
Analysis of a sigma delta modulator with a multi-level quantizer and single-bit feedback (1991) (6)
Hidden Markov multiresolution texture segmentation using complex wavelets (2003) (5)
Constrained Vector Quantization (1992) (5)
Rates of convergence in adaptive universal vector quantization (1994) (5)
A fast, table-lookup algorithm for classifying document images (1999) (5)
Lossy compression of clustered-dot halftones (1994) (5)
Subband filters optimized for lost coefficient reconstruction (1995) (5)
A Lagrangian formulation of high rate quantization (2001) (5)
Finite—State Vector Quantization (1992) (5)
Variable Rate Vector Quantization (1992) (5)
Management and Lesion Detection Effects of Lossy Image Compression on Digitized Mammograms (1998) (5)
Feature selection based on maximizing separability in Gauss mixture model and its application to image classification (2005) (5)
Rate-distortion optimization for the SPIHT encoder (2001) (5)
JPEG compression for a grayscale printing pipeline (1995) (5)
A mean-removed variation of weighted universal vector quantization for image coding (1993) (5)
A Lagrangian Formulation of Zador's (2002) (4)
A Lagrangian formulation of fixed-rate quantization (2005) (4)
Probability and Random Processes (1988) (4)
Measuring quality in computer-processed radiological images (1995) (4)
Bits in Asymptotically Optimal Lossy Source Codes Are Asymptotically Bernoulli (2009) (4)
The design of tree and trellis data compression systems (1977) (4)
Multiresolution Image Classi cation by Hierarchical Modeling with Two Dimensional Hidden Markov Models (1999) (4)
Information Rates I (1990) (4)
Fundamentals of Vector Quantization (1997) (4)
Color conversions using maximum entropy estimation (2001) (4)
Two Problems in Simultaneous Communications (1973) (4)
Relative entropy and quantizer mismatch (2002) (4)
Data Compression Conference (DCC 2010) (2008) (4)
Classification of features and images using Gauss mixtures with VQ clustering (2004) (3)
Robust stack-run coding for low bit-rate image transmission over noisy channels (2002) (3)
Gauss mixture model-based classification for sensor networks (2006) (3)
Quantization (invited paper) (2000) (3)
Vector quantization of video with two codebooks (1999) (3)
Shape-gain matrix quantizers for LPC speech (1986) (3)
Unbalanced non-binary tree-structured vector quantizers (1993) (3)
Theory of synchronous communications : J.J. Stiffler. 562 pages, diagrams, 6 x 9 in. Englewood Cliffs, New Jersey, Prentice-Hall, 1971. Price, $16.95 (approx. £6·55). (1973) (3)
Vector quantization for speech coding and recognition (1986) (3)
Vector quantization: clustering and classification trees (1994) (3)
Mixtures of inverse covariances: covariance modeling for gaussian mixtures with applications to automatic speech recognition (2004) (3)
Predictive Vector Quantization (1992) (3)
A History of Realtime Digital Speech on Packet Networks: Part II of Linear Predictive Coding and the Internet Protocol (2010) (3)
Asymptotic performance of vector quantizers with the perceptual distortion measure (1997) (3)
Vector Quantization II:Optimality and Design (1992) (3)
Combined vector quantization and adaptive histogram equalization (1992) (3)
Compression and Classification of Digital Mammograms for Storage, Transmission, and Computer Aided Screening. (1995) (3)
Comments on "analog FIR filters with an oversampled Sigma - Delta modulator (1993) (3)
Robust stack-run image coding for noisy channels (1999) (3)
Two Dimensional Hidden Markov Model (2000) (3)
Clustering and Finding the Number of Clusters by Unsupervised Learning of Mixture Models using Vector Quantization (2007) (3)
Image classification using adaptive-boosting and tree-structured discriminant vector quantization (2004) (3)
A covariance adjustment method in compressed domain for noisy image segmentation (2008) (2)
PROCESS DISTORTION MEASURES AND APPLICATIONS TO STOCHASTIC SYSTEMS. (1979) (2)
Conditional histogram vector quantization for spellmode recognizer (1987) (2)
In Memory of A.H. "Steen" Gray Jr. [Reflections] (2020) (2)
Performance evaluation of greedy search algorithms for image halftoning and compression (1993) (2)
Combining Image Compression and Classification (1995) (2)
Ergodic theory (1986) (2)
Advances in data compression (1975) (2)
Quantization and classificatio n Quantification et classification (2006) (2)
Universal quantization of parametric sources has redundancy k/2 logn/n (1995) (2)
Bit Allocation and Transform Coding (1992) (2)
Fast Gauss mixture image classification based on the central limit theorem (2004) (2)
Two Dimensional Fourier Analysis (1995) (2)
An adaptive color image retrieval framework using Gauss mixtures (2008) (2)
Scalar Quantization II:Optimality and Design (1992) (2)
Bounds on rate-distortion functions for stationary sources and context-dependent fidelity criteria (Corresp.) (1973) (2)
Gauss mixture image classification for the linear image transforms (2005) (2)
Non-US data compression and coding research. FASAC Technical Assessment Report (1993) (1)
Comments on "Analog FIR Filters with an Oversampled %A Modulator"' (1993) (1)
Convolution and Correlation (1995) (1)
T. Berger, Rare Distortion Theory: A Mathematical Basis for Data Compression. (1995) (1)
Mismatch in High-Rate Entropy-Constrained Vector (2003) (1)
Tree and Trellis Encoding (1992) (1)
Ieee Information Theory Society Newsletter Source Coding and Simulation Xxix Shannon Lecture, Presented at the 2008 Ieee International Symposium on Information Theory, Toronto Canada Source Coding and Simulation (2008) (1)
Gaussian mixture model classifiers for small objects in images (2005) (1)
Combined Compression and Segmentation of Images (1997) (1)
Common univariate distributions (2004) (1)
An iterative joint codebook and classifier improvement algorithm for finite-state vector quantization (1994) (1)
Asymptotically Mean Stationary Sources and Channels (1980) (1)
RADIATION TOLERANT GATED VIDEO AMPLIFIER. (1972) (1)
Quantization with joint entropy/memory constraints (2006) (1)
Mid-infrared cross-comb spectroscopy (2021) (1)
Quality evaluation for compressed medical images: diagnostic accuracy (2000) (1)
Stationary and Trellis Encoding for IID Sources and Simulation (2010) (1)
Optimal quantizer performance and the Wasserstein distortion (2005) (1)
Distortion and Entropy (2011) (1)
Source Coding Theorems (2011) (1)
Fast classification using weighted distortion (2000) (1)
Correction to "Encoding of Correlated Observations" (1991) (1)
Predictive hierarchical table-lookup vector quantization with quadtree encoding (1996) (1)
An Introduction to Statistical Signal Processing: Expectation and averages (2004) (1)
Combining vector quantization and histogram equalization - eScholarship (1991) (1)
Variable Rate Vector Quantization of Images Using Decision Trees (1990) (1)
Noncausal Markov Random Fields (2004) (1)
High rate mismatch in entropy constrained quantization (2003) (1)
Random Processes and Linear Systems (1992) (0)
Analysis Of /spl Sigma//spl Delta/ Modulator With Leaky Integrator With DC Input (1991) (0)
Quadratic Soliton Frequency Comb at 4 μm from an OP-GaP-Based Optical Parametric Oscillator (2020) (0)
Causal Markov Random Fields (2004) (0)
Multiscale Markov Models (2004) (0)
HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 6TH, PROCEEDINGS, 1973. (2017) (0)
Distortion and Approximation (2011) (0)
Ergodic Theorems for Densities (2011) (0)
Anisotropic Diffusion of Multivalued Images with Applications to Color Filtering (1996) (0)
The Ergodic Decomposition of Sta Discrete Random Processes tionary (1974) (0)
Generalized Transforms and Functions (1995) (0)
Predictive vector quantization with ridge regression (1996) (0)
A finite-state multiresolution approach to image compression using pruned nested tree-structured vector quantization (1994) (0)
Optimal Data Compression Algorithms. (1978) (0)
Reply to Comments on 'Source Coding of the Discrete Fourier Transform' (1980) (0)
Borel Spaces and Polish Alphabets (1988) (0)
Convergence of an iterative design algorithm for JPEG quantization tables (1995) (0)
Sums and integrals (2004) (0)
Channels and Codes (1990) (0)
Adaptive coding using finite state hierarchical table lookup vector quantization with variable block sizes (1996) (0)
Statistical Data Processing, System Modeling and Reliability. (1983) (0)
Compression and rendering of light fields (2002) (0)
Context Based Multiscale Classi cation of Document Images Based on Wavelet Coe cient Distributions (1999) (0)
Entropy and Memory Constrained Vector Quantization with Separability Based Feature Selection (2006) (0)
Sigma-Delta Modulation with Leaky Integration and Sang Ju Park, Student Member, IEEE, (1992) (0)
DITHERING AND ITS EFFECTS ON SIGMA MODULATION DELTA AND MULTI-STAGE SIGMA DELTA (1990) (0)
A Comparison Of Growing And Pruning Balanced And Unbalanced Tree-structured Vector Quantizers (1991) (0)
Distortion-Rate Theory (1990) (0)
Image Segmentation Using Hidden (2007) (0)
News CSS Centennial Medal Recipients The staff of IEEE Control System Magazine would like to congratulate the CSS recipients of the 1984 IEEE Centennial Medal Award. The list below are the CSS Centennial Medalists. (1984) (0)
A Partial Hstry of Losy Compression (2015) (0)
High Rate Quantization (1990) (0)
UNIVERSAL DIGITAL INTEGRATED CIRCUIT. (1972) (0)
Tree-structured vector quantization for progressive transmission image coding (1989) (0)
Uniform Quantization Noise (1990) (0)
Category-adaptive color image retrieval based on lloyd-clustered gauss mixtures (2006) (0)
2-D Multiresolution Hmm (2000) (0)
Subband coded image reconstruction for lossy packet networks (1994) (0)
Codes, Distortion, and Information (1990) (0)
Distortion and Information (2011) (0)
The Ergodic Decomposition (2009) (0)
q:p Algorithm ... +-p Nonlinear Filter (1982) (0)
Chapter 2 in Delta-sigma Data Converters Quantization Noise in A/d Converters (1995) (0)
Quality evaluation for compressed medical images: statistical issues (2000) (0)
Rate-Distortion Functions (1990) (0)
Vector quantization for image classification with side information for the additive Gaussian noise channels (2005) (0)
Editorial (1982) (0)
An Overview of Matrix Quantizer Design using the Generalized Lloyd Algorithm (1985) (0)
Pair Processes: Channels, Codes, and Couplings (2011) (0)
The Fourier Transform (2007) (0)
Review of 'Communication Systems: An Introduction to Signals and Noise in Electrical Communication' (Carlson, A. B.; 1975) (1976) (0)
ENTROPY-BASEDDISTORTIONMEASURE FOR IMAGECODING (2006) (0)
On Asymptotically Optimal Stationary Source Codes for IID Sources (2011) (0)
Block-Wise Markov Models (2004) (0)
An Introduction to Statistical Signal Processing: Probability (2004) (0)
Random variables, vectors, and processes (2004) (0)
Relative Entropy Rates (2011) (0)
The Male Box: Male Researchers Respond (1993) (0)
Random Processes and Dynamical Systems (2009) (0)
Lossy Compression, Classification, and Regression (1999) (0)
Image Classi ation Based on a Multiresolution Two DimensionalHidden Markov (2007) (0)
Process Metrics and the Ergodic Decomposition (1988) (0)
EFFICIENT ENCODING OF EXCITATION CODES USING TRAINED PARTIAL ALGEBRAIC CODEBOOK (1997) (0)
Conditional Probability and Expectation (1988) (0)
Review of 'Ergodic Theory' (Peterson, K.; 1983) (1985) (0)
Joint Compression and Classification (2000) (0)
Image Classi cation Based on a Multiresolution Two Dimensional Hidden Markov Model (1999) (0)
Context Based Multiscale Classi cation of Document Images Based onWavelet Coe cient (1998) (0)
Adaptive Predictive Table-Lookup Hierarchical Vector Quantization with Quadtree Encoding (1996) (0)
On Gauss Mixture Vector Quantizers and Gabor Wavelet Classifiers for Texture Classification (2005) (0)
A criterion for model selection using minimum description length (1997) (0)
Reseaux de donnees (2000) (0)
Vector quantization for classification in a simple network (2005) (0)
Process Approximation and Metrics (2009) (0)
Blind denoising using a wavelet coder (1999) (0)
A menagerie of processes (2004) (0)
Quantization and classification (1998) (0)
Properties of Good Source Codes (2011) (0)
Hardware Realization of Waveform (1984) (0)
Editorial (1997) (0)
Chapter 55 – Quality Evaluation for Compressed Medical Images: Statistical Issues (2009) (0)
The Entropy Ergodic Theorem (2011) (0)
New Clustering Algorithm for Vector Quantization using Walsh Sequence (2017) (0)
S4.10 Multimode coding: Application to CELP (1989) (0)
Quantization with Lagrangian Distortion Measures (2006) (0)
ITOS VHRR on-board data compression study (1975) (0)
Correction to 'Encoding of correlated observations' (Nov 87 773-787) (1991) (0)
Second Order Moments and Prediction for Doubly-Reflected Symmetric Independent Increment Processes (1977) (0)
Spectrum quantisation using two-dimensional multiple type frame segmentation (1998) (0)
A LOW COMPLEXITY MULTIRESOLUTION APPROACH TO IMAGE QUANTIZATION COMPRESSION USING PRUNED NESTED TREE-STRUCTURED VEXTOR (1994) (0)
A Vector Quantization Adaptive Predictive Coder (1987) (0)
Standard Borel Spaces (2009) (0)

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