Browsing DSP Publications by Title
Now showing items 4463 of 508

Basics of information processing
(20020120)Basic probability theory, statistical signal processing and information theory, and interrelationships among these disciplines form the foundations of a theory of information processing. Examples are drawn from pointprocess ... 
A Bayesian Multiscale Approach to Joint Image Restoration and Edge Detection
(19990720)This paper presents a novel waveletbased method for simultaneous image restoration and edge detection. The Bayesian framework developed here is general enough to treat a wide class of linear inverse problems involving ... 
Bayesian TreeStructured Image Modeling
(20000401)Waveletdomain hidden Markov models have proven to be useful tools for statistical signal and image processing. The hidden Markov tree (HMT) model captures the key features of the joint statistics of the wavelet coefficients ... 
Bayesian TreeStructured Image Modeling using Waveletdomain Hidden Markov Models
(20010701)Waveletdomain hidden Markov models have proven to be useful tools for statistical signal and image processing. The hidden Markov tree (HMT) model captures the key features of the joint probability density of the wavelet ... 
Bayesian TreeStructured Image Modeling using Waveletdomain Hidden Markov Models
(19990720)Waveletdomain hidden Markov models have proven to be useful tools for statistical signal and image processing. The hidden Markov tree (HMT) model captures the key features of the joint probability density of the wavelet ... 
Bayesian Wavelet Domain Image Modeling using Hidden Markov Trees
(19991001)Waveletdomain hidden Markov models have proven to be useful tools for statiscal signal and image processing. The hidden Markov tree (HMT) model captures the key features o teh join statistics of the wavelet coefficients ... 
Benefits of DSP Extracurricular Activities: A Look at the Texas Instruments DSP and Analog Challenge
(20020520)This paper describes the benefits associated with student and faculty participation in DSP designrelated activities that fall outside of the usual university course requirements. It will also describe industry's role in ... 
Beyond Time Frequency Analysis: Energy Densities in One and Many Dimensions
(19940401)Given a unitary operator <i>A</i> representing a physical quantity of interest, we employ concepts from group representation theory to define two natural signal energy densities for <i>A</i>. The first is invariant to ... 
Beyond Time Frequency Analysis: Energy Densities in One and Many Dimensions
(19980901)Given a unitary operator A representing a physical quantity of interest, we employ concepts from group representation theory to define two natural signal energy densities for A. The first is invariant to A and proves ... 
Blind Crosstalk Cancellation for DMT Systems
(20020901)As the deployment of broadband communication systems such as DSL continues to grow, system performance in terms of capacity and error rates is severely limited by crosstalk interference. In order to continue deploying high ... 
Blind Quadratic and Time Frequency Based Detectors from Training Data
(19950120)Timefrequency based methods, particularly quadratic (Cohen'sclass) representations, are often considered for detection in applications ranging from sonar to machine monitoring. We propose a method of obtaining nearoptimal ... 
Broadcast Detection Structures with Applications to Sensor Networks
(20060301)Data broadcasting is potentially an effective and efficient way to share information in wireless sensor networks. Broadcasts offer energy savings over multiple, directed transmissions, and they provide a vehicle to exploit ... 
A Canonical Covariance Based Method for Generalized Joint Signal Representations
(19960420)Generalized joint signal representations extend the scope of joint timefrequency representations to a richer class of nonstationary signals. Cohen's marginalbased generalized approach is canonical from a distributional ... 
CAPE  VLSI Implementation of a Systolic Processor Array: Architecture, Design and Testing
(19910620)The SVD is an important matrix decomposition in many realtime signal processing, image processing and robotics applications. Specialpurpose processor arrays can achieve significant speedup over conventioinal architectures ... 
Channel Estimation for Multirate DSCDMA Systems
(20001120)The problem of channel estimation for multiple data rate DirectSequence CodeDivision MultipleAcess (DSCDMA) systems is addressed. The derived algorithms are suitable for both variable chipping rate and/or variable ... 
Coding Theoretic Approach to Image Segmentation
(20010520)Using a coding theoretic approach, we achieve unsupervised image segmentation by implementing Rissanen's concept of Minimum Description Length for estimating piecewise homogeneous regions in images. MDL offers a mathematical ... 
Coding Theoretic Approach to Image Segmentation
(20011020)In this paper, using a coding theoretic approach, we implement Rissanen's concept of minimum description length (MDL) for segmenting an image into piecewise homogeneous regions. Our image model is a Gaussian random field ... 
Coherent Image Processing using Quaternion Wavelets
(20050801)We develop a quaternion wavelet transform (QWT) as a new multiscale analysis tool for geometric image features. The QWT is a near shiftinvariant, tight frame representation whose coefficients sport a magnitude and three ... 
Coherent Multiscale Image Processing using Quaternion Wavelets
(20061001)The quaternion wavelet transform (QWT) is a new multiscale analysis tool for geometric image features. The QWT is a near shiftinvariant tight frame representation whose coefficients sport a magnitude and three phases: ... 
Community Driven Digital Signal Processing Laboratories in Connexions
(20040601)The conventional textbook is largely inadequate for digital signal processing (DSP) laboratory education due to inherent factors such as a small and fragmented market and rapid hardware obsolescence. Freely available ...