Hamid Krim
Artificial Intelligence, Signal Image Analysis, Machine Learning
Works (242)
2025 article
Accelerated Image-Aware Diffusion Modeling
Asthana, T., Bao, Y., Awad, A., & Krim, H. (2025, September 8).
2025 conference paper
Accelerated Image-Aware Generative Diffusion Modeling
2025 IEEE Internationa Conference on Acoustics, Speech, and Signal Processing. Presented at the 2025 IEEE Internationa Conference on Acoustics, Speech, and Signal Processing, Hyderabad, India.
2025 conference paper
Expansive Synthesis: Generating Large-Scale Datasets from Minimal Samples
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing. Presented at the 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, Hyderabad, India.
2025 conference paper
Robustness Reprogramming for Representation Learning
ICLR 2025. Presented at the ICLR 2025, Singapore.
2024 report
Accelerated Image-Aware Generative Diffusion Modeling
In arXiv (Cornell University) (ArXiv Preprint No. 2408.08306).
2024 report
Expansive Synthesis: Generating Large-Scale Datasets from Minimal Samples”
Expansive Synthesis: Generating Large-Scale Datasets from Minimal Samples.” In arXiv (Cornell University) (ArXiv Preprint No. 2406.17238v).
2024 article proceedings
Koopcon: A new approach towards smarter and less complex learning
open access via arxiv.org (repository)2024 journal article
Volterra Neural Networks: A New Perspective on Learning
Journal of Machine Learning Research.
2023 chapter
Data representation: from multiscale transforms to neural networks
In Signal Processing and Machine Learning Theory (pp. 537–650).
2023 article
Fast Optimal Transport for Latent Domain Adaptation
Roheda, S., Panahi, A., & Krim, H. (2023, September 11). 2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, pp. 1810–1814.
2023 conference paper
Implicit Bayes Adaptation: A Collaborative Transport Approach
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1–5.
2023 report
Implicit-Class Driven Optimal Transport for Domain Adaptation
In SSRN Electronic Journal [SSRN preprint].
2023 journal article
Latent Code-Based Fusion: A Volterra Neural Network Approach
Intelligent Systems with Applications, 18, 200210.
2023 chapter
Scaling Subspace-Driven Approaches Using Information Fusion
In Artificial Intelligence.
2023 conference paper
Stochastic Proximal Algorith with SON Regularization: Towards Efficient Optimal Transport for Domain Adaptation
ICML. Presented at the ICML.
2023 chapter
The Unreasonable Effectiveness of Haar Frames
In Applied and Numerical Harmonic Analysis (pp. 537–562).
2023 report
Volterra Neural Network and Method
(US Patent No. 11842526).
2022 article
Deep transform and metric learning network: Wedding deep dictionary learning and neural network
Tang, W., Chouzenoux, E., Pesquet, J.-C., & Krim, H. (2022, August 27). Neurocomputing, Vol. 509, pp. 244–256.
2022 article
Discovering urban functional zones from biased and sparse points of interests and sparse human activities
Tang, W., Chakeri, A., & Krim, H. (2022, July 8). Expert Systems with Applications, Vol. 207.
2022 article
Neural Network Based Tracking of Maneuvering Unmanned Aerial Vehicles
Sinha, P., Krim, H., & Guvenc, I. (2022, October 31). 2022 56TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, pp. 380–386.
2022 article
Refining Self-Supervised Learning in Imaging: Beyond Linear Metric
Jiang, B., Krim, H., Wu, T., & Cansever, D. (2022, October 16). 2022 IEEE International Conference on Image Processing (ICIP), pp. 76–80.
2022 article
SAR self-enhanced by electro-optical network
Tran, K., Sakla, W., & Krim, H. (2022, June 8). SIGNAL PROCESSING, SENSOR/INFORMATION FUSION, AND TARGET RECOGNITION XXXI, Vol. 12122.
2021 article
Atlantic Hurricane Activity Prediction: A Machine Learning Approach
Asthana, T., Krim, H., Sun, X., Roheda, S., & Xie, L. (2021, April 3). Atmosphere, Vol. 12, p. 455.
2021 article
Deep Transform and Metric Learning Networks
Tang, W., Chouzenoux, E., Pesquet, J.-C., & Krim, H. (2021, May 13). 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 2735–2739.
2021 article
Dynamic Graph Learning Based on Graph Laplacian
Jiang, B., Yu, Y., Krim, H., & Smith, S. L. (2021, May 13). 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 1090–1094.
2021 article
Dynamic Graph Learning: A Structure-Driven Approach
Jiang, B., Huang, Y., Panahi, A., Yu, Y., Krim, H., & Smith, S. L. (2021, January 15). Mathematics, Vol. 9.
2021 article
Event driven sensor fusion
Roheda, S., Krim, H., Luo, Z.-Q., & Wu, T. (2021, July 2). Signal Processing, Vol. 11.
2021 article
Generative Information Fusion
Tran, K., Sakla, W., & Krim, H. (2021, May 13). 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 3990–3994.
2021 article
Regularity properties of Haar Frames
Jaffard, S., & Krim, H. (2021, November 3). Comptes Rendus Mathématique, Vol. 359, pp. 1107–1117.
2021 article
Reuse-centric k-means configuration
Zhang, L., Guan, H., Ding, Y., Shen, X., & Krim, H. (2021, April 17). Information Systems, Vol. 100.
2020 article
An Automatic Synthesizer of Advising Tools for High Performance Computing
Guan, H., Shen, X., & Krim, H. (2020, August 21). IEEE Transactions on Parallel and Distributed Systems, Vol. 32, pp. 330–341.
2020 article proceedings
Commuting Conditional GANS for Multi-Modal Fusion
2020 journal article
Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition
Proceedings of the AAAI Conference on Artificial Intelligence, 34(07), 11948–11956.
2020 article
Robust Group Subspace Recovery: A New Approach for Multi-Modality Data Fusion
Ghanem, S., Panahi, A., Krim, H., & Kerekes, R. A. (2020, June 2). IEEE Sensors Journal, Vol. 20, pp. 12307–12316.
2020 article
Robust Multi-Modal Sensor Fusion: An Adversarial Approach
Roheda, S., Krim, H., & Riggan, B. S. (2020, August 24). IEEE Sensors Journal, Vol. 21, pp. 1885–1896.
2019 journal article
Analysis Dictionary Learning Based Classification: Structure for Robustness
IEEE Transactions on Image Processing, 28(12), 6035–6046.
2019 article proceedings
Analysis Dictionary Learning: an Efficient and Discriminative Solution
2019 conference paper
Anomaly Detection in Moving-Camera Video Sequences Using Principal Subspace Analysis
Thomaz, L., Jardim, E., Silva, A. F., Silva, E., Netto, S., & Krim, H. (2019, June 26). Presented at the 11th Conference on Telecommunications - ConfTele, Lisbon, Portugal.
2019 article
Community Detection and Improved Detectability in Multiplex Networks
Huang, Y., Panahi, A., Krim, H., & Dai, L. (2019, October 23). IEEE Transactions on Network Science and Engineering, Vol. 7, pp. 1697–1709.
2019 article
Deep Dictionary Learning: A PARametric NETwork Approach
Mahdizadehaghdam, S., Panahi, A., Krim, H., & Dai, L. (2019, May 8). IEEE Transactions on Image Processing, Vol. 28, pp. 4790–4802.
2019 article proceedings
Nonlinear Multi-scale Super-resolution Using Deep Learning
2019 article
Sparse Generative Adversarial Network
Mahdizadehaghdam, S., Panahi, A., & Krim, H. (2019, October 1). 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW), pp. 3063–3071.
2018 journal article
Bi-sparsity pursuit: A paradigm for robust subspace recovery
Signal Processing, 152, 148–159.
2018 conference paper
Cross-Modality Distillation: A Case for Conditional Generative Adversarial Networks
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2926–2930.
2018 article proceedings
Decision Level Fusion: An Event Driven Approach
2018 conference paper
Demystifying Deep Learning: a Geometric Approach to Iterative Projections
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 6857–6861.
2018 article
Fusing Heterogeneous Data: A Case for Remote Sensing and Social Media
Wang, H., Skau, E., Krim, H., & Cervone, G. (2018, July 17). IEEE Transactions on Geoscience and Remote Sensing, Vol. 56, pp. 6956–6968.
2018 conference paper
Fusion of Community Structures in Multiplex Networks by Label Constraints
2018 26th European Signal Processing Conference (EUSIPCO), 887–891.
2018 article proceedings
Information Subspace-Based Fusion for Vehicle Classification
2018 article
Metric Driven Classification: A Non-Parametric Approach Based on the Henze–Penrose Test Statistic
Ghanem, S., Krim, H., Clouse, H. S., & Sakla, W. (2018, August 1). IEEE Transactions on Image Processing, Vol. 27, pp. 5947–5956.
2018 article
Reuse-Centric K-Means Configuration
Guan, H., Ding, Y., Shen, X., & Krim, H. (2018, April 1). 2018 IEEE 34TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), pp. 1224–1227.
2018 article
Robust Subspace Clustering by Bi-Sparsity Pursuit: Guarantees and Sequential Algorithm
Panahi, A., Bian, X., Krim, H., & Dai, L. (2018, March 1). 2018 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2018), pp. 1302–1311.
2018 article proceedings
Robust Subspace Clustering for Radar Detection
2018 article proceedings
Structured Analysis Dictionary Learning for Image Classification
2017 article proceedings
A model-free causality measure based on multi-variate delay embedding
2017 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. (2017, October 25). IEEE Transactions on Circuits and Systems I Regular Papers, Vol. 65, pp. 1003–1015.
2017 article
Detection of abandoned objects using robust subspace recovery with intrinsic video alignment
Thomaz, L. A., Silva, A. F., Silva, E. A. B., Netto, S. L., & Krim, H. (2017, May 1). 2017 Ieee International Symposium on Circuits and Systems (Iscas), pp. 599–602.
2017 article
Determination of a Sampling Criterion for 3D Reconstruction
Lee, D., & Krim, H. (2017, February 21). Journal of Imaging Science and Technology, Vol. 61.
2017 article proceedings
Image classification: A hierarchical dictionary learning approach
2017 conference paper
Information diffusion in interconnected heterogeneous networks
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 3759–3763.
2017 article
Sampling Density Criterion for Circular Structured Light 3D Imaging
Lee, D., & Krim, H. (2017, January 1). PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 6, pp. 478–483.
2017 article
System input–output theoretic three-dimensional measurement based on circular-shaped structured light patterns
Lee, D., & Krim, H. (2017, July 14). Optical Engineering, Vol. 56.
2016 article
A behavior-based evaluation of product quality
Liang, W., Wang, H., & Krim, H. (2016, March 1). International Conference on Acoustics Speech and Signal Processing, pp. 1916–1920.
2016 article
A topological collapse for document summarization
Guan, H., Tang, W., Krim, H., Keiser, J., Rindos, A., & Sazdanovic, R. (2016, July 1). Ieee International Workshop on Signal Processing Advances in Wireless.
Contributors: H. Guan*, W. Tang*, * , J. Keiser, A. Rindos* & R. Sazdanovic n
2016 article
Analysis dictionary learning for scene classification
Tang, W., Otero, I. R., Krim, H., & Dai, L. (2016, June 1). 2016 IEEE Statistical Signal Processing Workshop (SSP).
2016 article
Beyond union of subspaces: Subspace pursuit on Grassmann manifold for data representation
Shen, X., Krim, H., & Gu, Y. (2016, March 1). International Conference on Acoustics Speech and Signal Processing, pp. 4079–4083.
2016 article
Discovering the Whole by the Coarse: A topological paradigm for data analysis
Krim, H., Gentimis, T., & Chintakunta, H. (2016, March 1). IEEE Signal Processing Magazine, Vol. 33, pp. 95–104.
2016 journal article
Influence of Radical Bridges on Electron Spin Coupling
The Journal of Physical Chemistry A, 121(1), 216–225.
2016 article
Information Diffusion of Topic Propagation in Social Media
Mahdizadehaghdam, S., Wang, H., Krim, H., & Dai, L. (2016, January 1). IEEE Transactions on Signal and Information Processing over Networks, Vol. 2, pp. 569–581.
2016 article
Introduction to the special session on Topological Data Analysis, ICASSP 2016
Chintakunta, H., Robinson, M., & Krim, H. (2016, March 1). International Conference on Acoustics Speech and Signal Processing, pp. 6410–6414.
2016 article
Node Dominance: Revealing Community and Core-Periphery Structure in Social Networks
Gamble, J., Chintakunta, H., Wilkerson, A., & Krim, H. (2016, February 10). IEEE Transactions on Signal and Information Processing over Networks, Vol. 2, pp. 186–199.
2016 article
Non-parametric bounds on the nearest neighbor classification accuracy based on the Henze-Penrose metric
Ghanem, S., Skau, E., Krim, H., Clouse, H. S., & Sakla, W. (2016, August 17). 2016 Ieee International Conference on Image Processing (Icip), pp. 1364–1368.
2016 article
Pansharpening via coupled triple factorization dictionary learning
Skau, E., Wohlberg, B., Krim, H., & Dai, L. (2016, March 1). International Conference on Acoustics Speech and Signal Processing, pp. 1234–1237.
2016 article
Sparsity and Nullity: Paradigms for Analysis Dictionary Learning
Bian, X., Krim, H., Bronstein, A., & Dai, L. (2016, January 1). SIAM Journal on Imaging Sciences, Vol. 9, pp. 1107–1126.
2015 journal article
3D face recognition in the Fourier domain using deformed circular curves
Multidimensional Systems and Signal Processing, 28(1), 105–127.
2015 article
A Novel Framework for Pulse Pressure Wave Analysis Using Persistent Homology
Emrani, S., Saponas, T. S., Morris, D., & Krim, H. (2015, June 3). IEEE Signal Processing Letters, Vol. 22.
2015 article
BI-sparsity pursuit for robust subspace recovery
Bian, X., & Krim, H. (2015, September 1). 2015 Ieee International Conference on Image Processing (Icip), pp. 3535–3539.
2015 article
Coordinate-free quantification of coverage in dynamic sensor networks
Gamble, J., Chintakunta, H., & Krim, H. (2015, February 20). Signal Processing, Vol. 114, pp. 1–18.
2015 article
Emergence of core-periphery structure from local node dominance in social networks
Gamble, J., Chintakunta, H., & Krim, H. (2015, August 1). 2015 23rd European Signal Processing Conference (Eusipco), pp. 1910–1914.
2015 article
Geometric Methods in Signal and Image Analysis
Krim, H., & Hamza, A. B. (2015, June 18). Cambridge University Press EBooks.
2015 article
On the detection of abandoned objects with a moving camera using robust subspace recovery and sparse representation
Jardim, E., Bian, X., Silva, E. A. B., Netto, S. L., & Krim, H. (2015, April 1). International Conference on Acoustics Speech and Signal Processing, pp. 1295–1299.
2015 article
Real-time multiple DOA estimation of speech sources in wireless acoustic sensor networks
Ayllon, D., Gil-Pita, R., Rosa-Zurera, M., & Krim, H. (2015, April 1). International Conference on Acoustics Speech and Signal Processing, pp. 2709–2713.
2015 article
Sparse null space basis pursuit and analysis dictionary learning for high-dimensional data analysis
Bian, X., Krim, H., Bronstein, A., & Dai, L. (2015, April 1). International Conference on Acoustics Speech and Signal Processing, pp. 3781–3785.
2015 article
Spectral estimation in highly transient data
Emrani, S., & Krim, H. (2015, August 1). 2015 23rd European Signal Processing Conference (Eusipco), pp. 1721–1725.
2014 article
Adaptive tracking of representative cycles in regular and zigzag persistent homology
ArXiv (Cornell University), Version 1.
2014 journal article
An entropy-based persistence barcode
Pattern Recognition, 48(2), 391–401.
2014 article
Analysis and Control of Beliefs in Social Networks
Wang, T., Krim, H., & Viniotis, Y. (2014, August 27). IEEE Transactions on Signal Processing, Vol. 62, pp. 5552–5564.
2014 article
Computing persistent features in big data: A distributed dimension reduction approach
Wilkerson, A. C., Chintakunta, H., & Krim, H. (2014, May 1). International Conference on Acoustics Speech and Signal Processing.
2014 article
Distributed Localization of Coverage Holes Using Topological Persistence
Chintakunta, H., & Krim, H. (2014, March 26). IEEE Transactions on Signal Processing, Vol. 62, pp. 2531–2541.
2014 journal article
Estimation of 3D Geometry Using Multi-View and Structured Circular Light System
Journal of Image and Graphics, 77–82.
2014 article
Persistent Homology of Delay Embeddings and its Application to Wheeze Detection
Emrani, S., Gentimis, T., & Krim, H. (2014, February 11). IEEE Signal Processing Letters, Vol. 21, pp. 459–463.
2014 article
Real time detection of harmonic structure: A case for topological signal analysis
Emrani, S., Chintakunta, H., & Krim, H. (2014, May 1). International Conference on Acoustics Speech and Signal Processing.
2014 conference paper
Robust Detection of Periodic Patterns in Gene Expression Microarray Data using Topological Signal Analysis
Emrani, S., & Krim, H. (2014, December 3). Presented at the 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, Georgia.
2014 article
Subspace Learning of Dynamics on a Shape Manifold: A Generative Modeling Approach
Yi, S., & Krim, H. (2014, September 15). IEEE Transactions on Image Processing, Vol. 23, pp. 4907–4919.
2013 article
A Generalized Markov Graph Model: Application to Social Network Analysis
Wang, T., Krim, H., & Viniotis, Y. (2013, February 12). IEEE Journal of Selected Topics in Signal Processing, Vol. 7, pp. 318–332.
2013 chapter
A Subspace Learning of Dynamics on a Shape Manifold: A Generative Modeling Approach
In Lecture Notes in Computer Science (pp. 84–91).
2013 article proceedings
A distributed collapse of a network's dimensionality
2013 chapter
Activity Video Analysis via Operator-Based Local Embedding
In Lecture Notes in Computer Science (pp. 845–852).
2013 article proceedings
Control and prediction of beliefs on social network
2013 chapter
Optimal Operator Space Pursuit: A Framework for Video Sequence Data Analysis
In Computer Vision – ACCV 2012 (pp. 760–769).
2013 article
Simplifying the homology of networks via strong collapses
Wilkerson, A. C., Moore, T. J., Swami, A., & Krim, H. (2013, May 1). International Conference on Acoustics Speech and Signal Processing, pp. 5258–5262.
2013 chapter
Towards Minimal Barcodes
In Graph-Based Representations in Pattern Recognition (pp. 184–193).
2013 article
Wheeze Detection and Location using Spectro-temporal Analysis of Lung Sounds
Emrani, S., & Krim, H. (2013, May 1). 29TH SOUTHERN BIOMEDICAL ENGINEERING CONFERENCE (SBEC 2013), pp. 37–38.
2012 article
A Sampling Theorem for a 2D Surface
Lee, D., & Krim, H. (2012, January 1). Lecture Notes in Computer Science, Vol. 6667, pp. 556–567.
2012 article proceedings
Applied topology in static and dynamic sensor networks
2012 article
Human Activity Modeling as Brownian Motion on Shape Manifold
Yi, S., Krim, H., & Norris, L. K. (2012, January 1). Lecture Notes in Computer Science, Vol. 6667, pp. 628–639.
2012 article
Human Activity as a Manifold-Valued Random Process
Yi, N. S., Krim, H., & Norris, L. K. (2012, July 13). IEEE Transactions on Image Processing, Vol. 21, pp. 3416–3428.
2012 article proceedings
Statistical classification of social networks
2012 chapter
System Identification: 3D Measurement Using Structured Light System
In Advanced Concepts for Intelligent Vision Systems (pp. 1–11).
2011 article
A invertible dimension reduction of curves on a manifold
Yi, N. S., Krim, H., & Norris, L. K. (2011, November 1). 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).
2011 article
A scaled, performance driven evaluation of the layered-sensing framework utilizing polarimetric infrared imagery
Clouse, H. S., Krim, H., & Mendoza-Schrock, O. (2011, May 13). Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, Vol. 8059.
2011 article
Robustness and expression independence in 3D face recognition
Miao, S., & Krim, H. (2011, October 1). 2011 Ieee Workshop on Signal Processing Systems (Sips), pp. 289–292.
2011 article
Vehicle tracking through the exploitation of remote sensing and LWIR polarization science
Clouse, H. S., Krim, H., Sakla, W., & Mendoza-Schrock, O. (2011, August 30). Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, Vol. 8160.
2010 article
3D Surface Reconstruction Using Structured Circular Light Patterns
Lee, D., & Krim, H. (2010, January 1). Lecture Notes in Computer Science, Vol. 6474, pp. 279–289.
2010 article
3D face recognition based on evolution of iso-geodesic distance curves
Miao, S., & Krim, H. (2010, January 1). 2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, pp. 1134–1137.
2010 journal article
Contact degradation in hot/cold operation of direct contact micro-switches
Journal of Micromechanics and Microengineering, 20(10), 105028.
Contributors: Z. Yang n, D. Lichtenwalner n, A. Morris, J. Krim n & A. Kingon *
2010 article proceedings
Divide and Conquer: Localizing Coverage Holes in Sensor Networks
2010 article
Global Optimization by Adapted Diffusion
Poliannikov, O. V., Zhizhina, E., & Krim, H. (2010, September 7). IEEE Transactions on Signal Processing, Vol. 58, pp. 6119–6125.
2010 article
Multiphase Joint Segmentation-Registration and Object Tracking for Layered Images
Chen, P.-F., Krim, H., & Mendoza, O. L. (2010, March 16). IEEE Transactions on Image Processing, Vol. 19, pp. 1706–1719.
2010 article
Object Recognition Through Topo-Geometric Shape Models Using Error-Tolerant Subgraph Isomorphisms
Baloch, S., & Krim, H. (2010, January 7). IEEE Transactions on Image Processing, Vol. 19, pp. 1191–1200.
2009 article
A Shearlet Approach to Edge Analysis and Detection
Yi, S., Labate, D., Easley, G. R., & Krim, H. (2009, March 24). IEEE Transactions on Image Processing, Vol. 18, pp. 929–941.
2009 article
Brain MRI T<inf>1</inf>-Map and T<inf>1</inf>-weighted image segmentation in a variational framework
Chen, P.-F., Steen, R. G., Yezzi, A., & Krim, H. (2009, April 1). International Conference on Acoustics Speech and Signal Processing, pp. 417–420.
2009 journal article
Joint Brain Parametric T1‐Map Segmentation and RF Inhomogeneity Calibration
International Journal of Biomedical Imaging, 2009(1).
Ed(s): H. Zaidi
2009 article
Novel similarity invariant for space curves using turning angles and its application to object recognition
Aouada, D., & Krim, H. (2009, April 1). 2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, pp. 1277–1280.
2009 article
Squigraphs for Fine and Compact Modeling of 3-D Shapes
Aouada, D., & Krim, H. (2009, October 16). IEEE Transactions on Image Processing, Vol. 19, pp. 306–321.
2008 conference paper
3D object recognition using fully intrinsic skeletal graphs
In C. A. Bouman, E. L. Miller, & I. Pollak (Eds.), SPIE Proceedings (Vol. 6814, p. 681409).
Ed(s): C. Bouman, E. Miller n & I. Pollak
2008 article
A smart stochastic approach for manifolds smoothing
Ouafdi, A. F. E., Ziou, D., & Krim, H. (2008, July 1). Computer Graphics Forum, Vol. 27, pp. 1357–1364.
2008 article proceedings
Acoustic-RF anechoic chamber construction and evaluation
2008 article
Classification of Curves in 2D and 3D via Affine Integral Signatures
Feng, S., Kogan, I., & Krim, H. (2008, November 6). Acta Applicandae Mathematicae, Vol. 109, pp. 903–937.
2008 article proceedings
Determining canonical views of 3D object using minimum description length criterion and compressive sensing method
(C. A. Bouman, E. L. Miller, & I. Pollak, Eds.).
2008 article proceedings
Edge detection and processing using shearlets
2008 article proceedings
Exploring approaches to layered image registration
(K. L. Priddy & E. Ertin, Eds.).
Ed(s): K. Priddy & E. Ertin
2008 article proceedings
Geometric modeling of rigid and non-rigid 3D shapes using the global geodesic function
2008 article proceedings
Probabilistic graph matching by canonical decomposition
2007 article proceedings
3D Face Recognition using Euclidean Integral Invariants Signature
2007 article proceedings
3D Mixed Invariant and its Application on Object Classification
Contributors: S. Feng n, D. Aouada n, n & I. Kogan n
2007 article
Flexible Skew-Symmetric Shape Model for Shape Representation, Classification, and Sampling
Baloch, S. H., & Krim, H. (2007, February 1). IEEE Transactions on Image Processing, Vol. 16, pp. 317–328.
2007 article proceedings
Integral invariants for 3D curves: an inductive approach
(C. W. Chen, D. Schonfeld, & J. Luo, Eds.).
Ed(s): C. Chen n, D. Schonfeld & J. Luo
2007 article proceedings
Statistical Analysis of the Global Geodesic Function for 3D Object Classification
2006 article
An Independent Component Analysis Approach for Minimizing Effects of Recirculation in Dynamic Susceptibility Contrast Magnetic Resonance Imaging
Wu, Y., An, H., Krim, H., & Lin, W. (2006, July 19). Journal of Cerebral Blood Flow & Metabolism, Vol. 27, pp. 632–645.
2006 article
Geodesic matching of triangulated surfaces
Hamza, A. B., & Krim, H. (2006, July 21). IEEE Transactions on Image Processing, Vol. 15, pp. 2249–2258.
2006 book
Statistics and Analysis of Shapes
In H. Krim & A. Yezzi Jr. (Eds.), Modeling and Simulation in Science, Engineering and Technology.
Ed(s): n & A. Yezzi *
2005 article proceedings
3D curve interpolation and object reconstruction
2005 article
A multiscale approach to pixel-level image fusion
Hamza, A. B., He, Y., Krim, H., & Willsky, A. (2005, April 5). Integrated Computer-Aided Engineering, Vol. 12, pp. 135–146.
2005 article proceedings
Active polygon for object tracking
2005 article
Fast incorporation of optical flow into active polygons
Unal, G., Krim, H., & Yezzi, A. (2005, May 17). IEEE Transactions on Image Processing, Vol. 14, pp. 745–759.
2005 article
Identification of a discrete planar symmetric shape from a single noisy view
Poliannikov, O. V., & Krim, H. (2005, November 15). IEEE Transactions on Image Processing, Vol. 14, pp. 2051–2059.
2005 journal article
Intracranial vascular transfer function in acute stroke patients
Journal of Cerebral Blood Flow & Metabolism, 25(1_suppl), S394–S394.
2005 article proceedings
Rotation invariant topology coding of 2D and 3D objects using Morse theory
Contributors: S. Balocht n, n , I. Kogan* & D. Zenkov
2004 article
A Nonlinear Entropic Variational Model for Image Filtering
Hamza, A. B., Krim, H., & Zerubia, J. (2004, December 2). EURASIP Journal on Advances in Signal Processing, Vol. 2004, pp. 2408–2422.
2004 article proceedings
Compression and transmission of facial images over very narrowband wireless channels
2004 article proceedings
Facial feature extraction using topological methods
2004 article
Information-Theoretic Active Polygons for Unsupervised Texture Segmentation
Unal, G., Yezzi, A., & Krim, H. (2004, November 1). International Journal of Computer Vision, Vol. 62, pp. 199–220.
2004 article proceedings
Robust influence functionals for image filtering
2004 article
Scanning Tunneling Microscope-Quartz Crystal Microbalance Studies of "Real World" and Model Lubricants
Krim, J., Abdelmaksoud, M., Borovsky, B., & Winder, S. M. (2004, July 17). ACS Symposium Series, Vol. 882.
Ed(s):
2004 article proceedings
Semiparametric skew distributions in shape representation
2004 article proceedings
Semiparametric skew-symmetric modeling of planar shapes
2004 article
Shape Representation with Flexible Skew-Symmetric Distributions
Baloch, S., Krim, H., & Genton, M. (2004, July 27). Skew-Elliptical Distibutions and Their Applications: A Journey beyond Normality.
Ed(s):
2004 article
Smart nonlinear diffusion: a probabilistic approach
Bao, Y., & Krim, H. (2004, January 1). IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, pp. 63–72.
2004 article proceedings
Topological modeling of illuminated surfaces using Reeb graph
2003 article
A generalized divergence measure for robust image registration
He, N. Y., Hamza, A. B., & Krim, H. (2003, April 23). IEEE Transactions on Signal Processing, Vol. 51, pp. 1211–1220.
2003 article
A nonlinear diffusion-based three-band filter bank
Benazza-Benyahia, A., Pesquet, J.-C., & Krim, H. (2003, November 25). IEEE Signal Processing Letters, Vol. 10, pp. 360–363.
2003 article proceedings
A vertex-based representation of objects in an image
2003 article proceedings
Data fusion of SSM/I channels using multiresolution wavelet transform
2003 article
Fast minimization of structural risk by nearest neighbor rule
Karacali, B., & Krim, H. (2003, January 1). IEEE Transactions on Neural Networks, Vol. 14, pp. 127–137.
2003 article
Geodesic Object Representation and Recognition
Hamza, A. B., & Krim, H. (2003, January 1). (B. Hamza & H. Krim, Eds.). Lecture Notes in Computer Science, Vol. 2886, pp. 378–387.
Ed(s): B. Hamza n & n
2003 article
Image Registration and Segmentation by Maximizing the Jensen-Rényi Divergence
Hamza, A. B., & Krim, H. (2003, January 1). (M. F. A. Rangarajan & J. Zerubia, Eds.). Lecture Notes in Computer Science, Vol. 2683, pp. 147–163.
Ed(s): M. Rangarajan & J. Zerubia
2003 article proceedings
Jensen-renyi divergence measure: theoretical and computational perspectives
2003 article proceedings
Levy processes for image modeling
2003 conference paper
Multiscale detection of nonstationary signals
[1992] Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, 105–108.
2003 article
Object representation and recognition in shape spaces
Zhang, J., Zhang, X., Krim, H., & Walter, G. G. (2003, January 30). Pattern Recognition, Vol. 36, pp. 1143–1154.
2003 journal article
On Sampling Closed Planar Curves and Surfaces
Sampling Theory in Signal and Image Processing, 2(1), 53–81.
2002 article proceedings
Parameterization models for sampling planar curves
(E. R. Dougherty, J. T. Astola, & K. O. Egiazarian, Eds.).
Ed(s): E. Dougherty, J. Astola & K. Egiazarian
2002 article proceedings
A stochastic flow for feature extraction
2002 article proceedings
A topological variational model for image singularities
2002 article proceedings
An active contour model for image segmentation: A variational perspective
2002 conference paper
An estimation-theoretic technique for motion-compensated synthetic-aperture array imaging
Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269), 1, 9–13.
2002 conference paper
Analysis of changes in body surface potentials during PTCA-induced ischemia using the temporal wavelet transform
Computers in Cardiology 1994, 329–332.
2002 conference paper
Bayesian approach to best basis selection
1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, 5, 2634–2637.
2002 conference paper
Best basis algorithm for signal enhancement
1995 International Conference on Acoustics, Speech, and Signal Processing, 3, 1561–1564.
2002 conference paper
Best basis segmentation of ECG signals using novel optimality criteria
1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, 5, 2750–2753.
2002 conference paper
Convergence study of an iterative joint detector for wavelet packet multiple-access communication
Proceedings of IEEE-SP International Symposium on Time- Frequency and Time-Scale Analysis, 512–515.
2002 conference paper
Estimation of noisy signals using time-invariant wavelet packets
Proceedings of 27th Asilomar Conference on Signals, Systems and Computers, 31–34.
2002 conference paper
Examination of wavelet packet signal sets for over-saturated multiple access communications
Proceedings of Third International Symposium on Time-Frequency and Time-Scale Analysis (TFTS-96), 401–404.
2002 conference paper
Feature-based segmentation of ECG signals
Proceedings of Third International Symposium on Time-Frequency and Time-Scale Analysis (TFTS-96), 97–100.
2002 article proceedings
Feature-preserving flows: a stochastic differential equation's view
2002 conference paper
Invariant object recognition by shape space analysis
Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269), 3, 581–585.
2002 article
Mathematical methods in imaging
Hero, A. O., & Krim, H. (2002, September 1). IEEE Signal Processing Magazine, Vol. 19, pp. 13–14.
2002 conference paper
Multiresolution analysis of PTCA isopotential maps
Proceedings of 1994 20th Annual Northeast Bioengineering Conference, 3–6.
2002 article
Multiscale signal enhancement: beyond the normality and independence assumption
He, Y., & Krim, H. (2002, April 1). IEEE Transactions on Image Processing, Vol. 11, pp. 423–433.
2002 article proceedings
Nonlinear image filtering in a mixture of Gaussian and heavy-tailed noise
2002 article proceedings
Nonlinear image filtering: trade-off between optimality and practicality
2002 conference paper
On spatial smoothing and linear prediction
International Conference on Acoustics, Speech, and Signal Processing, 2639–2642.
2002 conference paper
Parsimony and wavelet methods for denoising
Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181), 3, 1869–1872.
2002 conference paper
Robust multiscale representation of processes and optimal signal reconstruction
Proceedings of IEEE-SP International Symposium on Time- Frequency and Time-Scale Analysis, 1–4.
2002 article proceedings
Segmentation and compression of SAR imagery via hierarchical stochastic modeling
2002 conference paper
Spatio-temporal wavelet analysis of body surface potential maps during PTCA-induced ischemia
Proceedings of 16th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1208–1209.
2002 conference paper
Stabilized inverse diffusion equations and segmentation of vector-valued images
Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269), 3, 246–248.
2002 article
Stochastic differential equations and geometric flows
Unal, G., Krim, H., & Yezzi, A. (2002, December 1). IEEE Transactions on Image Processing, Vol. 11, pp. 1405–1416.
2002 article proceedings
Towards a unified view of estimation: variational vs. statistical
2002 article
Unifying probabilistic and variational estimation
Hamza, A. B., Krim, H., & Unal, G. B. (2002, September 1). IEEE Signal Processing Magazine, Vol. 19, pp. 37–47.
2002 conference paper
Wavelet-based temporal segmentation and analysis of body surface potential maps during PTCA-induced ischemia
Proceedings of 17th International Conference of the Engineering in Medicine and Biology Society, 1, 243–244.
2001 article
A Variational Approach to Maximum a Posteriori Estimation for Image Denoising
Hamza, A. B., & Krim, H. (2001, January 1). (J. Z. M. Figueiredo & A. K. Jain, Eds.). Lecture Notes in Computer Science, Vol. 2134, pp. 19–33.
Ed(s): J. Figueiredo & A. Jain
2001 article proceedings
An information divergence measure for ISAR image registration
2001 conference paper
ISAR Focussing by an Information Theoretic Measure, SPIE’01
SPIE 2001. Presented at the SPIE 2001.
2001 article
Image denoising: a nonlinear robust statistical approach
Hamza, A. B., & Krim, H. (2001, December 1). IEEE Transactions on Signal Processing, Vol. 49, pp. 3045–3054.
2001 conference paper
Segmentation and Target Recognition in SAR imagery by a Level Set Multiscale filtering technique
Proceedings, Wavelet Applications VIII, 4391.
2001 conference paper
Towards Bridging Scale Space Analysis and Multiscale Analysis, ICASSP’01
ICASSP’01. Presented at the ICASSP’01, Salt Lake City, Utah.
2001 chapter
Towards Bridging Scale-Space and Multiscale Frame Analyses
In Computational Imaging and Vision (pp. 169–192).
2000 article proceedings
2000 article
Image segmentation and edge enhancement with stabilized inverse diffusion equations
Pollak, I., Willsky, A. S., & Krim, H. (2000, January 1). IEEE Transactions on Image Processing, Vol. 9, pp. 256–266.
1999 conference paper
A Stochastic Diffusion approach to signal processing
1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. Presented at the 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing., Phoenix, AZ, USA.
1999 article proceedings
A nonlinear diffusion equation as a fast and optimal solver of edge detection problems
1999 conference paper
Bayesian Approach to Multiscale Denoising
Joint Statistical Meeting ASA’99. Presented at the Joint Statistical Meeting ASA’99.
1999 chapter
Best Basis Representations with Prior Statistical Models
In P. Müller & B. Vidakovic (Eds.), Bayesian Inference in Wavelet-Based Models (pp. 155–172).
Ed(s): P. Müller & B. Vidakovic
1999 journal article
Hierarchical stochastic modeling of SAR imagery for segmentation/compression
IEEE Transactions on Signal Processing, 47(2), 458–468.
1999 article
Introduction To The Special Issue On Multiscale Statistical Signal Analysis And Its Applications
Krim, H., Willinger, W., Juditski, A., & Tse, D. (1999, April 1). IEEE Transactions on Information Theory, Vol. 45, pp. 825–827.
1999 article
Minimax description length for signal denoising and optimized representation
Krim, H., & Schick, I. C. (1999, April 1). IEEE Transactions on Information Theory, Vol. 45, pp. 898–908.
1999 conference paper
Multiscale shape analysis: beyond the normality and independence of noise
Proceedings Wavelet Applications in Signal and Image Processing VII, 3813.
1999 article
On denoising and best signal representation
Krim, H., Tucker, D., Mallat, S., & Donoho, D. (1999, January 1). IEEE Transactions on Information Theory, Vol. 45, pp. 2225–2238.
1998 article
Highlights of statistical signal and array processing
Chen, T. H., Hero, A., Djuric, P. M., Messer, H., Goldberg, J., Thomson, D. J., … Krolik, J. (1998, January 1). IEEE Signal Processing Magazine, Vol. 15, pp. 21–64.
1998 conference paper
Nonlinear Frame-Like Decompositions
EUSIPCO’98. Presented at the EUSIPCO’98, Greece.
1997 journal article
Multiscale segmentation and anomaly enhancement of SAR imagery
IEEE Transactions on Image Processing, 6(1), 7–20.
1997 conference paper
On the Distribution of Optimized Multiscale Analysis
ICASSP’97. Presented at the ICASSP’97.
1997 conference paper
Robust Wavelet Thresholding for Noise Suppression
ICASSP’97. Presented at the ICASSP’97.
1996 conference paper
A Matched-Filter Method for Motion-Compensated Spotlight-Mode SAR Preprocessing
ICASSP’96. Presented at the ICASSP’96.
1996 conference paper
Multi-Scale Segmentation of SAR Imagery
ICIP’96. Presented at the ICIP’96, Lausanne, Switzerland.
1996 journal article
Projections on unstructured subspaces
IEEE Transactions on Signal Processing, 44(10), 2634–2637.
1996 journal article
Time-invariant orthonormal wavelet representations
IEEE Transactions on Signal Processing, 44(8), 1964–1970.
1996 journal article
Two decades of array signal processing research: the parametric approach
IEEE Signal Processing Magazine, 13(4), 67–94.
1995 journal article
Multiresolution analysis of a class of nonstationary processes
IEEE Transactions on Information Theory, 41(4), 1010–1020.
1995 chapter
On the Statistics of Best Bases Criteria
In Lecture Notes in Statistics. Wavelets and Statistics (pp. 193–207).
1994 article proceedings
Wavelet-packet-based multiple-access communication
(A. F. Laine & M. A. Unser, Eds.).
Ed(s): A. Laine & M. Unser
1994 journal article
A data-based enumeration technique for fully correlated signals
IEEE Transactions on Signal Processing, 42(7), 1662–1668.
1994 journal article
Analysis of PTCA-induced ischemia using an ECG inverse solution or the wavelet transform
Journal of Electrocardiology, 27, 93–100.
1994 conference paper
Multiscale Object Recognition and Feature Extraction Using Wavelet Networks
ATR System and Technology Conference. Presented at the ATR System and Technology Conference, Monterey, CA.
1994 journal article
Smoothed eigenspace-based parameter estimation
Automatica, 30(1), 27–38.
1993 conference paper
Tracking nonstationarities with a wavelet transform
IEEE International Conference on Acoustics Speech and Signal Processing, 245–248 vol.1.
1992 conference paper
Enumeration Of Fully Correlated Signals
Proceedings of EUSIPCO’92. Presented at the EUSIPCO’92, Brussels, belguim.
1992 conference paper
Further results on smoothed reduced rank subspaces
[Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, 237–240 vol.5.
1992 journal article
Operator approach to performance analysis of root-MUSIC and root-min-norm
IEEE Transactions on Signal Processing, 40(7), 1687–1696.
1991 conference paper
Performance analysis of smoothed subspace-based estimation methods
[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 3053–3056 vol.5.