Hamid Krim

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

NEUROCOMPUTING, 509, 244–256.

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

EXPERT SYSTEMS WITH APPLICATIONS, 207.

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

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

An Automatic Synthesizer of Advising Tools for High Performance Computing

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

Atlantic Hurricane Activity Prediction: A Machine Learning Approach

ATMOSPHERE, 12(4).

DEEP TRANSFORM AND METRIC LEARNING NETWORKS

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

DYNAMIC GRAPH LEARNING BASED ON GRAPH LAPLACIAN

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

Dynamic Graph Learning: A Structure-Driven Approach

MATHEMATICS, 9(2).

Event driven sensor fusion

SIGNAL PROCESSING, 188.

GENERATIVE INFORMATION FUSION

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

Regularity properties of Haar Frames

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

Reuse-centric k-means configuration

INFORMATION SYSTEMS, 100.

Robust Multi-Modal Sensor Fusion: An Adversarial Approach

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

Community Detection and Improved Detectability in Multiplex Networks

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

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

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

Deep Dictionary Learning: A PARametric NETwork Approach

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

Sparse Generative Adversarial Network

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

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.

Bi-sparsity pursuit: A paradigm for robust subspace recovery

Signal Processing, 152, 148–159.

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

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

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

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

Reuse-Centric K-Means Configuration

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

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.

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

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

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

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

Determination of a Sampling Criterion for 3D Reconstruction

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

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.

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

OPTICAL ENGINEERING, 56(7).

A behavior-based evaluation of product quality

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

A topological collapse for document summarization

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

Analysis dictionary learning for scene classification

2016 IEEE Statistical Signal Processing Workshop (SSP).

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

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

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

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

Influence of Radical Bridges on Electron Spin Coupling

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

Information Diffusion of Topic Propagation in Social Media

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

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

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

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

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

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.

Pansharpening via coupled triple factorization dictionary learning

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

Sparsity and Nullity: Paradigms for Analysis Dictionary Learning

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

A Novel Framework for Pulse Pressure Wave Analysis Using Persistent Homology

IEEE SIGNAL PROCESSING LETTERS, 22(11).

An entropy-based persistence barcode

Pattern Recognition, 48(2), 391–401.

Bi-sparsity pursuit for robust subspace recovery

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

Coordinate-free quantification of coverage in dynamic sensor networks

SIGNAL PROCESSING, 114, 1–18.

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

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

Geometric methods in signal and image analysis

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.

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

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

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

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

Spectral estimation in highly transient data

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

Analysis and Control of Beliefs in Social Networks

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

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

International conference on acoustics speech and signal processing.

Distributed Localization of Coverage Holes Using Topological Persistence

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

Persistent Homology of Delay Embeddings and its Application to Wheeze Detection

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

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

International conference on acoustics speech and signal processing.

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

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

A Generalized Markov Graph Model: Application to Social Network Analysis

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

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

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

Activity Video Analysis via Operator-Based Local Embedding

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

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

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

Simplifying the homology of networks via strong collapses

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

Towards Minimal Barcodes

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

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

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

A sampling theorem for a 2D surface

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

Human Activity as a Manifold-Valued Random Process

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

Human activity modeling as Brownian motion on shape manifold

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

System Identification: 3D Measurement Using Structured Light System

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

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.

A invertible dimension reduction of curves on a manifold

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

Robustness and expression independence in 3D face recognition

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

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

POLARIZATION SCIENCE AND REMOTE SENSING V, Vol. 8160.

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

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

3D surface reconstruction using structured circular light patterns

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

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

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

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

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

Global optimization by adapted diffusion

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

Multiphase Joint Segmentation-Registration and Object Tracking for Layered Images

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

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

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

Squigraphs for Fine and Compact Modeling of 3-D Shapes

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

A Shearlet Approach to Edge Analysis and Detection

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

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.

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.

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.

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

Pattern Recognition, 935–942.

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.

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

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

Geodesic matching of triangulated surfaces

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

Statistics and analysis of shapes

A multiscale approach to pixel-level image fusion

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

Fast incorporation of optical flow into active polygons

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

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

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

Information-theoretic active polygons for unsupervised texture segmentation

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

Intracranial vascular transfer function in acute stroke patients

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

A nonlinear entropic variational model for image filtering

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

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

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

Shape representation with flexible skew-symmetric distributions

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

Smart nonlinear diffusion: A probabilistic approach

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

A generalized divergence measure for robust image registration

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

A nonlinear diffusion-based three-band filter bank

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

Fast minimization of structural risk by nearest neighbor rule

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

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).

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).

Object representation and recognition in shape spaces

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

Mathematical methods in imaging

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

Multiscale signal enhancement: Beyond the normality and independence assumption

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

Stochastic differential equations and geometric flows

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

Unifying probabilistic and variational estimation

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

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.

Image denoising: A nonlinear robust statistical approach

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

Image segmentation and edge enhancement with stabilized inverse diffusion equations

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

Levy processes for image modeling

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

Minimax description length for signal denoising and optimized representation

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

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.

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.

Highlights of statistical signal and array processing

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

Two decades of array signal processing research: the parametric approach

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