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2022 journal article

Deep transform and metric learning network: Wedding deep dictionary learning and neural network

*NEUROCOMPUTING*, *509*, 244–256.

author keywords: Deep dictionary learning; Deep neural network; Metric learning; Transform learning; Proximal operator; Differentiable programming

Source: Web Of Science

Added: October 11, 2022

2022 journal article

Discovering urban functional zones from biased and sparse points of interests and sparse human activities

*EXPERT SYSTEMS WITH APPLICATIONS*, *207*.

author keywords: Functional zones discovering; Latent region representation learning; Sparse and bias POIs; GPS data; Conditional random field clustering; Function annotation

Source: Web Of Science

Added: August 8, 2022

2022 article

SAR Self-Enhanced by Electro-optical Network (SARSEEN)

*SIGNAL PROCESSING, SENSOR/INFORMATION FUSION, AND TARGET RECOGNITION XXXI*, Vol. 12122.

author keywords: S AR; multimodal fusion; remote sensing

Source: Web Of Science

Added: September 6, 2022

2021 journal article

An Automatic Synthesizer of Advising Tools for High Performance Computing

*IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS*, *32*(2), 330–341.

author keywords: Tools; Optimization; Programming; Syntactics; Semantics; Guidelines; Natural language processing; Performance tools; natural language processing; code optimization

Sources: Web Of Science, ORCID

Added: September 28, 2020

2021 journal article

Atlantic Hurricane Activity Prediction: A Machine Learning Approach

*ATMOSPHERE*, *12*(4).

author keywords: hurricanes; tropical cyclones; fusion networks; weather forecast

Sources: Web Of Science, ORCID

Added: April 4, 2021

2021 article

DEEP TRANSFORM AND METRIC LEARNING NETWORKS

*2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021)*, pp. 2735–2739.

author keywords: Deep Dictionary Learning; Deep Neural Network; Metric Learning; Transform Learning; Proximal Operator; Differentiable Programming

Source: Web Of Science

Added: November 29, 2021

2021 article

DYNAMIC GRAPH LEARNING BASED ON GRAPH LAPLACIAN

*2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021)*, pp. 1090–1094.

author keywords: Dynamic Graph Learning; Graph Signal Processing; Sparse Signal; Convex Optimization

Source: Web Of Science

Added: November 29, 2021

2021 journal article

Dynamic Graph Learning: A Structure-Driven Approach

*MATHEMATICS*, *9*(2).

author keywords: dynamic graph learning; graph signal processing; sparse signal; convex optimization

Source: Web Of Science

Added: March 15, 2021

2021 journal article

Event driven sensor fusion

*SIGNAL PROCESSING*, *188*.

author keywords: Sensor fusion; Multi-modal fusion; Event driven classification

Sources: Web Of Science, ORCID

Added: August 23, 2021

2021 article

GENERATIVE INFORMATION FUSION

*2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021)*, pp. 3990–3994.

author keywords: multimodal fusion; remote sensing; gans

Source: Web Of Science

Added: November 29, 2021

2021 journal article

Regularity properties of Haar Frames

*COMPTES RENDUS MATHEMATIQUE*, *359*(9), 1107–1117.

Source: Web Of Science

Added: December 20, 2021

2021 journal article

Reuse-centric k-means configuration

*INFORMATION SYSTEMS*, *100*.

author keywords: K-means; Algorithm configuration; Computation reuse

Sources: Web Of Science, ORCID

Added: June 10, 2021

2021 journal article

Robust Multi-Modal Sensor Fusion: An Adversarial Approach

*IEEE SENSORS JOURNAL*, *21*(2), 1885–1896.

author keywords: Sensor fusion; Sensor phenomena and characterization; Generators; Sensor systems; Generative adversarial networks; Feature extraction; Multi-modal sensors; target detection; Generative Adversarial Networks (GAN); Event Driven Fusion

Source: Web Of Science

Added: January 19, 2021

2020 journal article

Community Detection and Improved Detectability in Multiplex Networks

*IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING*, *7*(3), 1697–1709.

author keywords: Multiplexing; Stochastic processes; Belief propagation; Correlation; Periodic structures; Computational modeling; Bayes methods; Network theory (graphs); graphical models; belief propagation

Source: Web Of Science

Added: September 21, 2020

2020 journal article

Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion

*IEEE SENSORS JOURNAL*, *20*(20), 12307–12316.

author keywords: Sensor fusion; Data integration; Data models; Sparse matrices; Magnetic sensors; Sensor phenomena and characterization; Sparse learning; unsupervised classification; data fusion; multimodal data

Source: Web Of Science

Added: October 12, 2020

2019 journal article

Deep Dictionary Learning: A PARametric NETwork Approach

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *28*(10), 4790–4802.

author keywords: Image classification; deep learning; sparse representation

Source: Web Of Science

Added: August 26, 2019

2019 article

Sparse Generative Adversarial Network

*2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW)*, pp. 3063–3071.

Source: Web Of Science

Added: September 7, 2020

2018 article

Anomaly Detection in Moving-Camera Video Sequences Using Principal Subspace Analysis

Thomaz, L. A., Jardim, E., Silva, A. F., Silva, E. A. B., Netto, S. L., & Krim, H. (2018, March). *IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS*, Vol. 65, pp. 1003–1015.

author keywords: Video anomaly detection; sparse representation; object detection; moving camera; subspace recovery

Source: Web Of Science

Added: August 6, 2018

2018 journal article

Bi-sparsity pursuit: A paradigm for robust subspace recovery

*Signal Processing*, *152*, 148–159.

author keywords: Signal recovery; Sparse learning; Subspace modeling

Source: Crossref

Added: February 24, 2020

2018 journal article

Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media

*IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING*, *56*(12), 6956–6968.

author keywords: Least effort principle; maximum entropy models; optimal transport; remote sensing; social media; volunteering labels

Source: Web Of Science

Added: December 17, 2018

2018 journal article

Metric Driven Classification: A Non-Parametric Approach Based on the Henze-Penrose Test Statistic

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *27*(12), 5947–5956.

author keywords: Dimensionality reduction; classification; divergence measures; nearest neighbor graph; pattern recognition

Source: Web Of Science

Added: October 16, 2018

2018 article

Reuse-Centric K-Means Configuration

*2018 IEEE 34TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE)*, pp. 1224–1227.

Sources: Web Of Science, ORCID

Added: November 11, 2019

2018 article

Robust Subspace Clustering by Bi-sparsity Pursuit: Guarantees and Sequential Algorithm

*2018 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2018)*, pp. 1302–1311.

Source: Web Of Science

Added: August 6, 2018

2017 journal article

3D face recognition in the Fourier domain using deformed circular curves

*Multidimensional Systems and Signal Processing*, *28*(1), 105–127.

author keywords: Face recognition; Classification; Deformed circular curves; Geodesic distance; Fourier Transform; Dimensionality reduction

Sources: Crossref, Web Of Science, ORCID

Added: August 6, 2018

2017 conference paper

Detection of abandoned objects using robust subspace recovery with intrinsic video alignment

*2017 ieee international symposium on circuits and systems (iscas)*, 599–602.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Determination of a Sampling Criterion for 3D Reconstruction

*JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY*, *61*(4).

Source: Web Of Science

Added: August 6, 2018

2017 article

Sampling Density Criterion for Circular Structured Light 3D Imaging

*PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6*, pp. 478–483.

author keywords: 3D Reconstruction; Structured Light Pattern; Sampling Theorem; Geometry

Source: Web Of Science

Added: October 16, 2018

2017 journal article

System input-output theoretic three-dimensional measurement based on circular-shaped structured light patterns

*OPTICAL ENGINEERING*, *56*(7).

author keywords: reconstruction; system identification; structured light system; modulation-demodulation; multiple viewpoints; multiple projectors

Source: Web Of Science

Added: August 6, 2018

2016 conference paper

A behavior-based evaluation of product quality

*International conference on acoustics speech and signal processing*, 1916–1920.

Source: NC State University Libraries

Added: August 6, 2018

2016 conference paper

A topological collapse for document summarization

*2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)*, *2016-August*.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2016 conference paper

Analysis dictionary learning for scene classification

*2016 IEEE Statistical Signal Processing Workshop (SSP)*.

Source: NC State University Libraries

Added: August 6, 2018

2016 conference paper

Beyond union of subspaces: Subspace pursuit on grassmann manifold for data representation

*International conference on acoustics speech and signal processing*, 4079–4083.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

DISCOVERING THE WHOLE BY THE COARSE A topological paradigm for data analysis

*IEEE SIGNAL PROCESSING MAGAZINE*, *33*(2), 95–104.

Source: Web Of Science

Added: August 6, 2018

2016 journal article

Influence of Radical Bridges on Electron Spin Coupling

*The Journal of Physical Chemistry A*, *121*(1), 216–225.

Sources: Web Of Science, Crossref, ORCID

Added: August 6, 2018

2016 journal article

Information Diffusion of Topic Propagation in Social Media

*IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS*, *2*(4), 569–581.

author keywords: Computer networks; information diffusion; multi-layer network; topic propagation

Source: Web Of Science

Added: August 6, 2018

2016 conference paper

Introduction to the special session on topological data Analysis, ICASSP 2016

*International conference on acoustics speech and signal processing*, 6410–6414.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Node Dominance: Revealing Community and Core-Periphery Structure in Social Networks

*IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS*, *2*(2), 186–199.

author keywords: Core-periphery; community detection; simplicial collapse; topological data analysis; social network

Source: Web Of Science

Added: August 6, 2018

2016 conference paper

Non-parametric bounds on the nearest neighbor classification accuracy based on the Henze-Penrose metric

*2016 ieee international conference on image processing (icip)*, 1364–1368.

Source: NC State University Libraries

Added: August 6, 2018

2016 conference paper

Pansharpening via coupled triple factorization dictionary learning

*International conference on acoustics speech and signal processing*, 1234–1237.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Sparsity and Nullity: Paradigms for Analysis Dictionary Learning

*SIAM JOURNAL ON IMAGING SCIENCES*, *9*(3), 1107–1126.

author keywords: dictionary learning; sparse coding; sparse null space problem; union of subspaces

Source: Web Of Science

Added: August 6, 2018

2015 journal article

A Novel Framework for Pulse Pressure Wave Analysis Using Persistent Homology

*IEEE SIGNAL PROCESSING LETTERS*, *22*(11).

author keywords: Algebraic topology algorithms; pulse pressure waves; topological signal analysis; wearable sensors

Source: Web Of Science

Added: August 6, 2018

2015 journal article

An entropy-based persistence barcode

*Pattern Recognition*, *48*(2), 391–401.

author keywords: Persistent homology; Persistence barcodes; Hasse diagram; Simplicial complexes; Entropy; Filtration; Filter

Source: Crossref

Added: February 24, 2020

2015 conference paper

Bi-sparsity pursuit for robust subspace recovery

*2015 ieee international conference on image processing (icip)*, 3535–3539.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Coordinate-free quantification of coverage in dynamic sensor networks

*SIGNAL PROCESSING*, *114*, 1–18.

author keywords: Dynamic sensor network; Coverage problem; Homology; Coordinate-free

Source: Web Of Science

Added: August 6, 2018

2015 conference paper

Emergence of core-periphery structure from local node dominance in social networks

*2015 23rd european signal processing conference (eusipco)*, 1910–1914.

Source: NC State University Libraries

Added: August 6, 2018

2015 book

Geometric methods in signal and image analysis

Source: NC State University Libraries

Added: August 6, 2018

2015 conference paper

On the detection of abandoned objects with a moving camera using robust subspace recovery and sparse representation

*International conference on acoustics speech and signal processing*, 1295–1299.

Source: NC State University Libraries

Added: August 6, 2018

2015 conference paper

Real-time multiple DOA estimation of speech sources in wireless acoustic sensor networks

*International conference on acoustics speech and signal processing*, 2709–2713.

Source: NC State University Libraries

Added: August 6, 2018

2015 conference paper

Sparse null space basis pursuit and analysis dictionary learning for high-dimensional data analysis

*International conference on acoustics speech and signal processing*, 3781–3785.

Source: NC State University Libraries

Added: August 6, 2018

2015 conference paper

Spectral estimation in highly transient data

*2015 23rd european signal processing conference (eusipco)*, 1721–1725.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Analysis and Control of Beliefs in Social Networks

*IEEE TRANSACTIONS ON SIGNAL PROCESSING*, *62*(21), 5552–5564.

author keywords: Complex networks; information flow; machine learning

Source: Web Of Science

Added: August 6, 2018

2014 conference paper

Computing persistent features in big data: A distributed dimension reduction approach

*International conference on acoustics speech and signal processing*.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Distributed Localization of Coverage Holes Using Topological Persistence

*IEEE TRANSACTIONS ON SIGNAL PROCESSING*, *62*(10), 2531–2541.

author keywords: Algebraic topology; distributed algorithms; graph theory; sensor networks

Source: Web Of Science

Added: August 6, 2018

2014 journal article

Persistent Homology of Delay Embeddings and its Application to Wheeze Detection

*IEEE SIGNAL PROCESSING LETTERS*, *21*(4), 459–463.

author keywords: Algebraic topology algorithms; audio analysis; biomedical signal processing; topological signal analysis

Source: Web Of Science

Added: August 6, 2018

2014 conference paper

Real time detection of harmonic structure: A case for topological signal analysis

*International conference on acoustics speech and signal processing*.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Subspace Learning of Dynamics on a Shape Manifold: A Generative Modeling Approach

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *23*(11), 4907–4919.

author keywords: Subspace learning; dimension reduction; shape analysis; shape dynamic analysis

Source: Web Of Science

Added: August 6, 2018

2013 journal article

A Generalized Markov Graph Model: Application to Social Network Analysis

*IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING*, *7*(2), 318–332.

author keywords: Complex networks; pattern recognition; classification; Markov graph model

Source: Web Of Science

Added: August 6, 2018

2013 chapter

A Subspace Learning of Dynamics on a Shape Manifold: A Generative Modeling Approach

In *Lecture Notes in Computer Science* (pp. 84–91).

Source: Crossref

Added: February 24, 2020

2013 chapter

Activity Video Analysis via Operator-Based Local Embedding

In *Lecture Notes in Computer Science* (pp. 845–852).

Source: Crossref

Added: February 24, 2020

2013 chapter

Optimal Operator Space Pursuit: A Framework for Video Sequence Data Analysis

In *Computer Vision – ACCV 2012* (pp. 760–769).

Source: Crossref

Added: February 24, 2020

2013 conference paper

Simplifying the homology of networks via strong collapses

*International conference on acoustics speech and signal processing*, 5258–5262.

Source: NC State University Libraries

Added: August 6, 2018

2013 chapter

Towards Minimal Barcodes

In *Graph-Based Representations in Pattern Recognition* (pp. 184–193).

Source: Crossref

Added: February 24, 2020

2013 article

Wheeze detection and location using spectro-temporal analysis of lung sounds

*29TH SOUTHERN BIOMEDICAL ENGINEERING CONFERENCE (SBEC 2013)*, pp. 37–38.

Source: Web Of Science

Added: August 6, 2018

2012 conference paper

A sampling theorem for a 2D surface

*Scale space and variational methods in computer vision*, *6667*, 556–567.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Human Activity as a Manifold-Valued Random Process

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *21*(8), 3416–3428.

author keywords: Activity recognition; parallel transport; shape manifold; stationary incremental process; stochastic development

Source: Web Of Science

Added: August 6, 2018

2012 conference paper

Human activity modeling as Brownian motion on shape manifold

*Scale space and variational methods in computer vision*, *6667*, 628–639.

Source: NC State University Libraries

Added: August 6, 2018

2012 chapter

System Identification: 3D Measurement Using Structured Light System

In *Advanced Concepts for Intelligent Vision Systems* (pp. 1–11).

Source: Crossref

Added: February 24, 2020

2011 article

A Scaled, Performance Driven Evaluation of the Layered Sensing Framework Utilizing Polarimetric Infrared Imagery

*EVOLUTIONARY AND BIO-INSPIRED COMPUTATION: THEORY AND APPLICATIONS V*, Vol. 8059.

author keywords: layered sensing; distributed sensing; polarimetric; infrared; tracking; feature-aided; fusion; multisensor

Source: Web Of Science

Added: August 6, 2018

2011 conference paper

A invertible dimension reduction of curves on a manifold

*2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)*.

Source: NC State University Libraries

Added: August 6, 2018

2011 conference paper

Robustness and expression independence in 3D face recognition

*2011 ieee workshop on signal processing systems (sips)*, 289–292.

Source: NC State University Libraries

Added: August 6, 2018

2011 article

Vehicle Tracking Through the Exploitation of Remote Sensing and LWIR Polarization Science

*POLARIZATION SCIENCE AND REMOTE SENSING V*, Vol. 8160.

Source: Web Of Science

Added: August 6, 2018

2010 article

3D FACE RECOGNITION BASED ON EVOLUTION OF ISO-GEODESIC DISTANCE CURVES

*2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING*, pp. 1134–1137.

author keywords: Face recognition; Geometric modeling; Image registration; Pattern classification

Source: Web Of Science

Added: August 6, 2018

2010 conference paper

3D surface reconstruction using structured circular light patterns

*Advanced concepts for intelligent vision systems, pt i*, *6474*, 279–289.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Classification of Curves in 2D and 3D via Affine Integral Signatures

*ACTA APPLICANDAE MATHEMATICAE*, *109*(3), 903–937.

author keywords: Euclidean and affine transformations; Equivalence problem for curves; Integral invariants; Signatures; Image recognition

Sources: Web Of Science, ORCID

Added: August 6, 2018

2010 journal article

Contact degradation in hot/cold operation of direct contact micro-switches

*Journal of Micromechanics and Microengineering*, *20*(10), 105028.

Sources: Web Of Science, Crossref

Added: August 6, 2018

2010 journal article

Global optimization by adapted diffusion

*IEEE Transactions on Signal Processing*, *58*(12), 6119–6125.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Multiphase Joint Segmentation-Registration and Object Tracking for Layered Images

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *19*(7), 1706–1719.

author keywords: Active contour; joint segmentation registration; layered sensing; multiphase active contour; optical flow; visual motion

Source: Web Of Science

Added: August 6, 2018

2010 journal article

Object Recognition Through Topo-Geometric Shape Models Using Error-Tolerant Subgraph Isomorphisms

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *19*(5), 1191–1200.

author keywords: Morse theory; Reeb graph; shape recognition; skeletal graph; 3-D shape modeling

Source: Web Of Science

Added: August 6, 2018

2010 journal article

Squigraphs for Fine and Compact Modeling of 3-D Shapes

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *19*(2), 306–321.

author keywords: Iso-geodesic curves; object matching; Reeb graph; shape geometry; topo-geometric modeling; Whitney embedding

Source: Web Of Science

Added: August 6, 2018

2009 journal article

A Shearlet Approach to Edge Analysis and Detection

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *18*(5), 929–941.

author keywords: Curvelets; edge detection; feature extraction; shearlets; singularities; wavelets

Source: Web Of Science

Added: August 6, 2018

2009 article

NOVEL SIMILARITY INVARIANT FOR SPACE CURVES USING TURNING ANGLES AND ITS APPLICATION TO OBJECT RECOGNITION

*2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS*, pp. 1277–1280.

author keywords: Space curve; similarity invariant; turning angle; curvature; torsion

Source: Web Of Science

Added: August 6, 2018

2009 conference paper

brain MRi T-1-map and T-1-weighted image segmentation in a variational framework

*International conference on acoustics speech and signal processing*, 417–420.

Source: NC State University Libraries

Added: August 6, 2018

2008 article

A smart stochastic approach for manifolds smoothing

El Ouafdi, A. F., Ziou, D., & Krim, H. (2008, July). *COMPUTER GRAPHICS FORUM*, Vol. 27, pp. 1357–1364.

Source: Web Of Science

Added: August 6, 2018

2008 journal article

Geometric modeling of rigid and non-rigid 3D shapes using the global geodesic function

*Pattern Recognition*, 935–942.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

An independent component analysis approach for minimizing effects of recirculation in dynamic susceptibility contrast magnetic resonance imaging

*JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM*, *27*(3), 632–645.

author keywords: cerebral ischemia; dynamic susceptibility contrast; gamma-variate fitting; independent component analysis; perfusion-weighted imaging; recirculation

Source: Web Of Science

Added: August 6, 2018

2007 journal article

Flexible skew-symmetric shape model for shape representation, classification, and sampling

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *16*(2), 317–328.

author keywords: flexible skew-symmetric distributions (FSSM); principal curves; sampling; shape classification; shape modeling; template learning

Source: Web Of Science

Added: August 6, 2018

2006 journal article

Geodesic matching of triangulated surfaces

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *15*(8), 2249–2258.

author keywords: geodesic distance; object recognition; shape signature; three-dimensional (3-D) matching

Source: Web Of Science

Added: August 6, 2018

2006 book

Statistics and analysis of shapes

Source: NC State University Libraries

Added: August 6, 2018

2005 journal article

A multiscale approach to pixel-level image fusion

*Integrated Computer-Aided Engineering*, *12*(2), 135–146.

Source: NC State University Libraries

Added: August 6, 2018

2005 journal article

Fast incorporation of optical flow into active polygons

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *14*(6), 745–759.

author keywords: level-set methods; motion estimation; object tracking; optical flow; polygon evolution; region-based active contours

Source: Web Of Science

Added: August 6, 2018

2005 journal article

Identification of a discrete planar symmetric shape from a single noisy view

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *14*(12), 2051–2059.

Source: Web Of Science

Added: August 6, 2018

2005 journal article

Information-theoretic active polygons for unsupervised texture segmentation

*INTERNATIONAL JOURNAL OF COMPUTER VISION*, *62*(3), 199–220.

author keywords: region-based active contours; unsupervised segmentation; texture segmentation; polygon evolution; information theoretic measure; electrostatic regularizer

Source: Web Of Science

Added: August 6, 2018

2005 journal article

Intracranial vascular transfer function in acute stroke patients

*Journal of Cerebral Blood Flow & Metabolism*, *25*(1_suppl), S394–S394.

Source: Crossref

Added: February 24, 2020

2004 journal article

A nonlinear entropic variational model for image filtering

*EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING*, *2004*(16), 2408–2422.

author keywords: MAP estimation; variational methods; robust statistics; differential entropy; gradient descent flows; image denoising

Source: Web Of Science

Added: August 6, 2018

2004 chapter

Scanning tunneling microscope-quartz crystal microbalance studies of "real world" and model lubricants

In *Dynamics and friction of submicrometer confining systems* (Vol. 882).

Source: NC State University Libraries

Added: August 6, 2018

2004 chapter

Shape representation with flexible skew-symmetric distributions

In *Skew-elliptical distibutions and their applications: A journey beyond normality*.

Source: NC State University Libraries

Added: August 6, 2018

2004 journal article

Smart nonlinear diffusion: A probabilistic approach

*IEEE Transactions on Pattern Analysis and Machine Intelligence*, *26*(1), 63–72.

Source: NC State University Libraries

Added: August 6, 2018

2003 journal article

A generalized divergence measure for robust image registration

*IEEE Transactions on Signal Processing*, *51*(5), 1211–1220.

Source: NC State University Libraries

Added: August 6, 2018

2003 journal article

A nonlinear diffusion-based three-band filter bank

*IEEE SIGNAL PROCESSING LETTERS*, *10*(12), 360–363.

author keywords: diffusion; edge preservation; filter banks; multiresolution analysis; nonlinearity; partial differential equation (PDE); Perona-Malik; scale-space; wavelets

Source: Web Of Science

Added: August 6, 2018

2003 journal article

Fast minimization of structural risk by nearest neighbor rule

*IEEE TRANSACTIONS ON NEURAL NETWORKS*, *14*(1), 127–137.

author keywords: breast cancer detection; index set thinning algorithm; multivariate order statistics; nearest neighbor rule; support vector machine (SVM)

Source: Web Of Science

Added: August 6, 2018

2003 chapter

Geodesic object representation and recognition

In B. Hamza & H. Krim (Eds.), *Discrete geometry for computer imagery: 11th International Conference, DGCI 2003, Naples, Italy, November 19-21, 2003* (Vol. 2886, pp. 378–387).

Ed(s): . B. Hamza &

Source: NC State University Libraries

Added: August 6, 2018

2003 chapter

Image registration and segmentation by maximizing the Jensen-Renyi divergence

In M. F. A. Rangarajan & J. Zerubia (Eds.), *Energy minimization methods in computer vision and pattern recognition* (Vol. 2683, pp. 147–163).

Ed(s): M. A. Rangarajan & J. Zerubia

Source: NC State University Libraries

Added: August 6, 2018

2003 journal article

Object representation and recognition in shape spaces

*PATTERN RECOGNITION*, *36*(5), 1143–1154.

author keywords: shape space; object recognition; legendre polynomials; statistical shape analysis; invariants

Source: Web Of Science

Added: August 6, 2018

2002 article

Mathematical methods in imaging

Hero, A. O., & Krim, H. (2002, September). *IEEE SIGNAL PROCESSING MAGAZINE*, Vol. 19, pp. 13–14.

Source: Web Of Science

Added: August 6, 2018

2002 journal article

Multiscale signal enhancement: Beyond the normality and independence assumption

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *11*(4), 423–433.

author keywords: Holder space; multiscale analysis; nonlinear filtering; wavelet

Source: Web Of Science

Added: August 6, 2018

2002 journal article

Stochastic differential equations and geometric flows

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *11*(12), 1405–1416.

author keywords: geometric image and shape flows; stochastic differential equations; nonlinear filtering; shape analysis

Source: Web Of Science

Added: August 6, 2018

2002 journal article

Unifying probabilistic and variational estimation

*IEEE SIGNAL PROCESSING MAGAZINE*, *19*(5), 37–47.

Source: Web Of Science

Added: August 6, 2018

2001 journal article

A variational approach to maximum a posteriori estimation for image denoising

*Energy Minimization Methods in Computer Vision and Pattern Recognition: Third International Workshop, EMMCVPR 2001, Sophia Antipolis, France, September 3-5, 2001: Proceedings*, *2134*, 19–33.

Ed(s): J. M. Figueiredo & A. Jain

Source: NC State University Libraries

Added: August 6, 2018

2001 journal article

Image denoising: A nonlinear robust statistical approach

*IEEE TRANSACTIONS ON SIGNAL PROCESSING*, *49*(12), 3045–3054.

author keywords: alpha-stable noise; asymptotic analysis; nonlinear filtering; robust estimation

Source: Web Of Science

Added: August 6, 2018

2000 journal article

Image segmentation and edge enhancement with stabilized inverse diffusion equations

*IEEE TRANSACTIONS ON IMAGE PROCESSING*, *9*(2), 256–266.

author keywords: diffusion; enhancement; scale space; segmentation; sliding modes; synthetic aperture radar (SAR)

Source: Web Of Science

Added: August 6, 2018

1999 article

Levy processes for image modeling

*PROCEEDINGS OF THE IEEE SIGNAL PROCESSING WORKSHOP ON HIGHER-ORDER STATISTICS*, pp. 233–236.

Source: Web Of Science

Added: August 6, 2018

1999 journal article

Minimax description length for signal denoising and optimized representation

*IEEE TRANSACTIONS ON INFORMATION THEORY*, *45*(3), 898–908.

author keywords: best basis; denoising; MDL; minimax; robust

Source: Web Of Science

Added: August 6, 2018

1999 article

Multiscale statistical signal analysis and its applications - Introduction

Krim, H., Willinger, W., Juditski, A., & Tse, D. N. C. (1999, April). *IEEE TRANSACTIONS ON INFORMATION THEORY*, Vol. 45, pp. 825–827.

Source: Web Of Science

Added: August 6, 2018

1999 article

On denoising and best signal representation

Krim, H., Tucker, D., Mallat, S., & Donoho, D. (1999, November). *IEEE TRANSACTIONS ON INFORMATION THEORY*, Vol. 45, pp. 2225–2238.

author keywords: best basis; denoising; Stein risk; thresholding; wavelet; wavelet packet

Source: Web Of Science

Added: August 6, 2018

1998 review

Highlights of statistical signal and array processing

[Review of ]. *IEEE SIGNAL PROCESSING MAGAZINE*, *15*(5), 21–64.

Source: Web Of Science

Added: August 6, 2018

1996 journal article

Two decades of array signal processing research: the parametric approach

*IEEE Signal Processing Magazine*, *13*(4), 67–94.

Source: Crossref

Added: January 12, 2020