Works (118)

Updated: March 2nd, 2024 13:27

2022 journal article

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

NEUROCOMPUTING, 509, 244–256.

By: W. Tang n, E. Chouzenoux*, J. Pesquet* & H. Krim n

co-author countries: France 🇫🇷 United States of America 🇺🇸
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.

By: W. Tang n, A. Chakeri & H. Krim n

co-author countries: United States of America 🇺🇸
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

Neural Network Based Tracking of Maneuvering Unmanned Aerial Vehicles

2022 56TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, pp. 380–386.

By: P. Sinha n, H. Krim n & I. Guvenc n

co-author countries: United States of America 🇺🇸
author keywords: Adaptive filtering; change point detection; maneuvering target tracking; neural network; nonlinear data-driven motion model
Sources: Web Of Science, ORCID
Added: June 5, 2023

2022 article

REFINING SELF-SUPERVISED LEARNING IN IMAGING: BEYOND LINEAR METRIC

2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, pp. 76–80.

By: B. Jiang n, H. Krim n, T. Wu n & D. Cansever*

co-author countries: United States of America 🇺🇸
author keywords: Self-Supervised learning; Contrastive Learning; Jaccard Index; Non-linearity
Sources: Web Of Science, ORCID
Added: October 23, 2023

2022 article

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

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

By: K. Tran n, W. Sakla & H. Krim*

co-author countries: United States of America 🇺🇸
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.

By: H. Guan*, X. Shen n & H. Krim n

co-author countries: United States of America 🇺🇸
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).

By: T. Asthana n, H. Krim n, X. Sun n, S. Roheda n & L. Xie n

co-author countries: United States of America 🇺🇸
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.

By: W. Tang n, E. Chouzenoux, J. Pesquet & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: B. Jiang n, Y. Yu*, H. Krim n & S. Smith*

co-author countries: United States of America 🇺🇸
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).

By: B. Jiang n, Y. Huang n, A. Panahi*, Y. Yu*, H. Krim n & S. Smith*

co-author countries: Sweden 🇸🇪 United States of America 🇺🇸
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.

By: S. Roheda n, H. Krim n, Z. Luo* & T. Wu n

co-author countries: United States of America 🇺🇸
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.

By: K. Tran n, W. Sakla* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Jaffard & H. Krim*

Source: Web Of Science
Added: December 20, 2021

2021 journal article

Reuse-centric k-means configuration

INFORMATION SYSTEMS, 100.

By: L. Zhang*, H. Guan*, Y. Ding*, X. Shen n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Roheda n, H. Krim n & B. Riggan*

co-author countries: United States of America 🇺🇸
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.

By: Y. Huang n, A. Panahi*, H. Krim n & L. Dai*

co-author countries: Sweden 🇸🇪 United States of America 🇺🇸
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.

By: S. Ghanem n, A. Panahi n, H. Krim n & R. Kerekes*

co-author countries: Sweden 🇸🇪 United States of America 🇺🇸
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.

By: S. Mahdizadehaghdam n, A. Panahi n, H. Krim n & L. Dai*

co-author countries: United States of America 🇺🇸
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.

By: S. Mahdizadehaghdam n, A. Panahi n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: L. Thomaz*, E. Jardim*, A. Silva*, E. Silva*, S. Netto* & H. Krim n

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸
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.

By: X. Bian n, A. Panahi n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

co-author countries: United States of America 🇺🇸
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.

By: S. Ghanem n, H. Krim n, H. Clouse* & W. Sakla*

co-author countries: United States of America 🇺🇸
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.

By: H. Guan n, Y. Ding n, X. Shen n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: A. Panahi n, X. Bian n, L. Krim n & L. Dai*

co-author countries: United States of America 🇺🇸
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.

By: D. Lee* & H. Krim n

co-author countries: Korea (Republic of) 🇰🇷 United States of America 🇺🇸
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.

By: L. Thomaz*, A. Silva*, E. Silva*, S. Netto* & H. Krim n

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸
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).

By: D. Lee & H. Krim*

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.

By: D. Lee* & H. Krim n

co-author countries: Korea (Republic of) 🇰🇷 United States of America 🇺🇸
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).

By: D. Lee* & H. Krim n

co-author countries: Korea (Republic of) 🇰🇷 United States of America 🇺🇸
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.

By: W. Liang n, H. Wang n & H. Krirn

co-author countries: United States of America 🇺🇸
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.

By: H. Guan*, W. Tang*, H. Krim*, J. Keiser, A. Rindos* & R. Sazdanovic n

co-author countries: United States of America 🇺🇸

Contributors: H. Guan*, W. Tang*, H. Krim*, J. Keiser, A. Rindos* & R. Sazdanovic n

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).

By: W. Tang n, I. Otero n, H. Krim n & L. Dai*

co-author countries: United States of America 🇺🇸
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.

By: X. Shen*, H. Krim n & Y. Gu*

co-author countries: China 🇨🇳 United States of America 🇺🇸
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.

By: H. Krim*, T. Gentimis* & H. Chintakunta*

co-author countries: France 🇫🇷 United States of America 🇺🇸
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.

co-author countries: Germany 🇩🇪 United States of America 🇺🇸
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.

By: S. Mahdizadehaghdam n, H. Wang n, H. Krim n & L. Dai*

co-author countries: United States of America 🇺🇸
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.

By: H. Chintakunta*, M. Robinson* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: J. Gamble n, H. Chintakunta*, A. Wilkerson n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Ghanem n, E. Skau n, H. Krim n, H. Clouse* & W. Sakla*

co-author countries: United States of America 🇺🇸
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.

By: E. Skau n, B. Wohlberg*, H. Krim n & L. Dai n

co-author countries: United States of America 🇺🇸
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.

By: X. Bian, H. Krim*, A. Bronstein & L. Dai

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).

By: S. Emrani n, T. Saponas*, D. Morris* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: H. Chintakunta n, T. Gentimis n, R. Gonzalez-Diaz*, M. Jimenez* & H. Krim n

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
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.

By: X. Bian n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: J. Gamble n, H. Chintakunta* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: J. Gamble n, H. Chintakunta* & H. Krim n

co-author countries: United States of America 🇺🇸
Source: NC State University Libraries
Added: August 6, 2018

2015 book

Geometric methods in signal and image analysis

By: H. Krim n & A. Hamza

co-author countries: United States of America 🇺🇸
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.

co-author countries: Brazil 🇧🇷 United States of America 🇺🇸
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.

By: D. Ayllon*, R. Gil-Pita*, M. Rosa-Zurera* & H. Krim n

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
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.

co-author countries: Israel 🇮🇱 United States of America 🇺🇸
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.

By: S. Emrani n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: T. Wang n, H. Krim n & Y. Viniotis n

co-author countries: United States of America 🇺🇸
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.

By: A. Wilkerson n, H. Chintakunta n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: H. Chintakunta n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Emrani n, T. Gentimis n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Emrani n, H. Chintakunta n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Yi* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: T. Wang n, H. Krim n & Y. Viniotis n

co-author countries: United States of America 🇺🇸
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).

By: S. Yi & H. Krim n

co-author countries: United States of America 🇺🇸
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).

By: X. Bian n & H. Krim n

co-author countries: United States of America 🇺🇸
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).

By: X. Bian n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: A. Wilkerson n, T. Moore*, A. Swami* & H. Krim n

co-author countries: United States of America 🇺🇸
Source: NC State University Libraries
Added: August 6, 2018

2013 chapter

Towards Minimal Barcodes

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

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
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.

By: S. Emrani n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: D. Lee n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Yi*, H. Krim n & L. Norris n

co-author countries: United States of America 🇺🇸
author keywords: Activity recognition; parallel transport; shape manifold; stationary incremental process; stochastic development
MeSH headings : Actigraphy / methods; Algorithms; Artificial Intelligence; Computer Simulation; Data Interpretation, Statistical; Humans; Image Interpretation, Computer-Assisted / methods; Models, Biological; Models, Statistical; Motor Activity / physiology; Reproducibility of Results; Sensitivity and Specificity; Whole Body Imaging / methods
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.

By: S. Yi*, H. Krim* & L. Norris*

co-author countries: United States of America 🇺🇸
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).

By: D. Lee n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: H. Clouse n, H. Krim n & O. Mendoza-Schrock*

co-author countries: United States of America 🇺🇸
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).

By: S. Yi n, H. Krim n & L. Norris n

co-author countries: United States of America 🇺🇸
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.

By: S. Miao n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: H. Clouse n, H. Krim n, W. Sakla* & O. Mendoza-Schrock*

co-author countries: United States of America 🇺🇸
author keywords: layered sensing; distributed sensing; polarimetric; infrared; tracking; feature-aided; fusion; multisensor
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.

By: S. Miao n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: D. Lee n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Feng n, I. Kogan n & H. Krim n

co-author countries: United States of America 🇺🇸

Contributors: S. Feng n, I. Kogan n & H. Krim n

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.

co-author countries: United States of America 🇺🇸

Contributors: Z. Yang n, D. Lichtenwalner n, A. Morris, J. Krim n & A. Kingon*

Sources: Web Of Science, Crossref, ORCID
Added: August 6, 2018

2010 journal article

Global optimization by adapted diffusion

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

By: O. Poliannikov*, E. Zhizhina & H. Krim n

co-author countries: Russian Federation 🇷🇺 United States of America 🇺🇸
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.

By: P. Chen n, H. Krim n & O. Mendoza*

co-author countries: United States of America 🇺🇸
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.

By: S. Baloch* & H. Krim n

co-author countries: United States of America 🇺🇸
author keywords: Morse theory; Reeb graph; shape recognition; skeletal graph; 3-D shape modeling
MeSH headings : Algorithms; Computer Simulation; Image Enhancement / methods; Image Interpretation, Computer-Assisted / methods; Imaging, Three-Dimensional / methods; Models, Statistical; Pattern Recognition, Automated / methods; Reproducibility of Results; Sensitivity and Specificity
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.

By: D. Aouada n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: S. Yi n, D. Labate n, G. Easley* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: D. Aouada n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: P. Chen n, R. Steen, A. Yezzi* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: A. El Ouafdi*, D. Ziou* & H. Krim n

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
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.

By: D. Aouada n, D. Dreisigmeyer* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: Y. Wu n, H. An*, H. Krim n & W. Lin n

co-author countries: United States of America 🇺🇸
author keywords: cerebral ischemia; dynamic susceptibility contrast; gamma-variate fitting; independent component analysis; perfusion-weighted imaging; recirculation
MeSH headings : Adult; Brain / blood supply; Brain / metabolism; Cerebrovascular Circulation / physiology; Contrast Media / metabolism; Female; Humans; Image Processing, Computer-Assisted / methods; Magnetic Resonance Imaging; Male; Stroke / metabolism
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.

By: S. Baloch n & H. Krim n

co-author countries: United States of America 🇺🇸
author keywords: flexible skew-symmetric distributions (FSSM); principal curves; sampling; shape classification; shape modeling; template learning
MeSH headings : Algorithms; Artificial Intelligence; Computer Simulation; Image Enhancement / methods; Image Interpretation, Computer-Assisted / methods; Information Storage and Retrieval / methods; Models, Statistical; Pattern Recognition, Automated / methods; Reproducibility of Results; Sensitivity and Specificity
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.

By: A. Ben Hamza* & H. Krim n

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
author keywords: geodesic distance; object recognition; shape signature; three-dimensional (3-D) matching
MeSH headings : Algorithms; Artificial Intelligence; Computer Graphics; Computer Simulation; Image Enhancement / methods; Image Interpretation, Computer-Assisted / methods; Imaging, Three-Dimensional / methods; Information Storage and Retrieval / methods; Models, Statistical; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated / methods; Signal Processing, Computer-Assisted; Subtraction Technique
Source: Web Of Science
Added: August 6, 2018

2006 book

Statistics and analysis of shapes

Hamid Krim

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.

By: A. Ben Hamza*, Y. He, H. Krim n & A. Willsky*

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
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.

By: G. Unal*, H. Krim n & A. Yezzi*

co-author countries: United States of America 🇺🇸
author keywords: level-set methods; motion estimation; object tracking; optical flow; polygon evolution; region-based active contours
MeSH headings : Algorithms; Artificial Intelligence; Image Enhancement / methods; Image Interpretation, Computer-Assisted / methods; Information Storage and Retrieval / methods; Movement / physiology; Pattern Recognition, Automated / methods; Photography / methods; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Subtraction Technique; Video Recording / methods
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.

By: O. Poliannikov* & H. Krim n

co-author countries: United States of America 🇺🇸
MeSH headings : Algorithms; Artifacts; Artificial Intelligence; Image Enhancement / methods; Image Interpretation, Computer-Assisted / methods; Information Storage and Retrieval / methods; Pattern Recognition, Automated / methods
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.

By: G. Unal*, A. Yezzi* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

co-author countries: United States of America 🇺🇸
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.

By: A. Ben Hamza*, H. Krim n & J. Zerubia*

co-author countries: Canada 🇨🇦 France 🇫🇷 United States of America 🇺🇸
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).

co-author countries: United States of America 🇺🇸
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.

By: S. Baloch*, H. Krim* & M. Genton*

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.

By: Y. Bao* & H. Krim n

co-author countries: United States of America 🇺🇸
MeSH headings : Algorithms; Artificial Intelligence; Computer Graphics; Computer Simulation; Diffusion; Image Enhancement / methods; Image Interpretation, Computer-Assisted / methods; Imaging, Three-Dimensional / methods; Information Storage and Retrieval / methods; Models, Statistical; Nonlinear Dynamics; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Subtraction Technique
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.

By: Y. He n, A. Hamza n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: A. Benazza-Benyahia*, J. Pesquet* & H. Krim n

co-author countries: France 🇫🇷 Tunisia 🇹🇳 United States of America 🇺🇸
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.

By: B. Karacali n & H. Krim n

co-author countries: United States of America 🇺🇸
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).

By: A. Ben Hamza n & H. Krim n

co-author countries: United States of America 🇺🇸

Ed(s): . B. Hamza & H. Krim n

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).

By: A. Ben Hamza n & H. Krim n

co-author countries: United States of America 🇺🇸

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.

By: J. Zhang*, X. Zhang*, H. Krim n & G. Walter*

co-author countries: United States of America 🇺🇸
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.

By: A. Hero & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: Y. He* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: G. Unal n, H. Krim n & A. Yezzi*

co-author countries: United States of America 🇺🇸
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.

By: A. Hamza*, H. Krim* & G. Unal*

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.

By: A. Ben Hamza n & H. Krim n

co-author countries: United States of America 🇺🇸

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.

By: A. Ben Hamza n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: I. Pollak*, A. Willsky* & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: O. Poliannikov n, Y. Bao n & H. Krim n

co-author countries: United States of America 🇺🇸
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.

By: H. Krim n & I. Schick*

co-author countries: United States of America 🇺🇸
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.

By: H. Krim*, W. Willinger, A. Juditski & D. Tse

co-author countries: United States of America 🇺🇸
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.

co-author countries: France 🇫🇷 United States of America 🇺🇸
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.

By: T. Chen, A. Hero, P. Djuric, H. Messer, J. Goldberg, D. Thomson, M. Amin, H. Krim ...

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.

By: H. Krim* & M. Viberg*

co-author countries: Sweden 🇸🇪 United States of America 🇺🇸
Source: Crossref
Added: January 12, 2020

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