Publications

2024

Luke Lozenski, Hanchen Wang, Brendt Wohlberg, Umberto Villa and Youzuo Lin, "Learned measurement correction for simplified acoustic forward models in ultrasound computed tomography", in SPIE Medical Imaging 2024: Ultrasonic Imaging and Tomography, (San Diego, CA, USA), vol. 12932, doi:10.1117/12.3006948, pp. 129320I, Apr 2024
Weijie Gan, Qiuchen Zhai, Michael T. McCann, Cristina Garcia-Cardona, Ulugbek S. Kamilov and Brendt Wohlberg, "PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction", IEEE Open Journal of Signal Processing, vol. 5, doi:10.1109/OJSP.2024.3375276, pp. 539--547, Mar 2024
Luke Lozenski, Hanchen Wang, Fu Li, Mark Anastasio, Brendt Wohlberg, Youzuo Lin and Umberto Villa, "Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography", IEEE Transactions on Computational Imaging, vol. 10, doi:10.1109/TCI.2024.3351529, pp. 69--82, Jan 2024
Michael T. McCann and Brendt Wohlberg, "Robust and Simple ADMM Penalty Parameter Selection", IEEE Open Journal of Signal Processing, vol. 5, doi:10.1109/OJSP.2023.3349115, pp. 402--420, Jan 2024

2023

Thilo Balke, Alexander M. Long, Sven C. Vogel, Brendt Wohlberg and Charles A. Bouman, "TRINIDI: Time-of-Flight Resonance Imaging with Neutrons for Isotopic Density Inference", IEEE Transactions on Computational Imaging, vol. 10, doi:10.1109/TCI.2023.3345635, pp. 154--169, Dec 2023
Qiuchen Zhai, Gregery T. Buzzard, Kevin M. Mertes, Brendt Wohlberg and Charles A. Bouman, "Projected Multi-Agent Consensus Equilibrium (PMACE) for Distributed Reconstruction with Application to Ptychography", IEEE Transactions on Computational Imaging, vol. 9, doi:10.1109/TCI.2023.3328288, pp. 1058--1070, Oct 2023
Pedro A. Resendiz Lira, Gian Luca Delzanno, Humberto C. Godinez, Michael G. Henderson, Brendt Wohlberg and Daniil Svyatsky, "Inverse Approach to Spacecraft Charging Simulations", IEEE Transactions on Plasma Science, vol. 51, no. 9, doi:10.1109/TPS.2023.3288816, pp. 2591--2600, Sep 2023
Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa, Yu Sun, Ulugbek S. Kamilov, Brendt Wohlberg and Henry Arguello, "Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach", IEEE Transactions on Geoscience and Remote Sensing, vol. 61, doi:10.1109/TGRS.2023.3290468, pp. 5912812, Jul 2023
W. Clem Karl, James E. Fowler, Charles A. Bouman, Müjdat Çetin, Brendt Wohlberg and Jong Chul Ye, "The Foundations of Computational Imaging: A signal processing perspective", IEEE Signal Processing Magazine, vol. 40, no. 5, doi:10.1109/MSP.2023.3274328, pp. 40--53, Jul 2023
Luke Lozenski, Hanchen Wang, Brendt Wohlberg, Umberto Villa and Youzuo Lin, "Data driven methods for ultrasound computed tomography", in SPIE Medical Imaging 2023: Physics of Medical Imaging, (San Diego, CA, USA), vol. 12463, doi:10.1117/12.2654442, pp. 124630Q, Feb 2023
Ulugbek Kamilov, Charles A. Bouman, Gregery T. Buzzard and Brendt Wohlberg, "Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging", IEEE Signal Processing Magazine, vol. 40, no. 1, doi:10.1109/MSP.2022.3199595, pp. 85--97, Jan 2023
Youzuo Lin, James Theiler and Brendt Wohlberg, "Physics-Guided Data-Driven Seismic Inversion: Recent Progress and Future Opportunities in Full Waveform Inversion", IEEE Signal Processing Magazine, vol. 40, no. 1, doi:10.1109/MSP.2022.3217658, pp. 115--133, Jan 2023
Zihao Zou, Jiaming Liu, Brendt Wohlberg and Ulugbek S. Kamilov, "Deep Equilibrium Learning of Explicit Regularizers for Imaging Inverse Problems", IEEE Open Journal of Signal Processing, vol. 4, doi:10.1109/OJSP.2023.3296036, pp. 390--398, 2023

2022

Thilo Balke, Fernando Davis, Cristina Garcia-Cardona, Soumendu Majee, Michael McCann, Luke Pfister and Brendt Wohlberg, "Scientific Computational Imaging Code (SCICO)", Journal of Open Source Software, vol. 7, no. 78, doi:10.21105/joss.04722, pp. 4722, Oct 2022
Qili Zeng, Shihang Feng, Brendt Wohlberg and Youzuo Lin, "InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion", IEEE Transactions on Geoscience and Remote Sensing, vol. 60, doi:10.1109/TGRS.2021.3135354, 2022
Junzhe Wang, Brendt Wohlberg and Robert Adamson, "Convolutional dictionary learning for blind deconvolution of optical coherence tomography images", Biomedical Optics Express, vol. 13, no. 4, doi:10.1364/BOE.447394, pp. 1834--1854, 2022

2021

Jiaming Liu, M. Salman Asif, Brendt Wohlberg and Ulugbek S. Kamilov, "Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition", in Advances in Neural Information Processing Systems (NeurIPS), Dec 2021
Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg and Ulugbek S. Kamilov, "CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems", IEEE Transactions on Computational Imaging, vol. 7, doi:10.1109/TCI.2021.3125564, pp. 1400--1412, Nov 2021
Qiuchen Zhai, Brendt Wohlberg, Gregery T. Buzzard and Charles A. Bouman, "Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction", in Proceedings of the 2021 Asilomar Conference on Signals, Systems, and Computers, (Pacific Grove, CA, USA), doi:10.1109/IEEECONF53345.2021.9723357, pp. 1694--1698, Nov 2021
Shihang Feng, Youzuo Lin and Brendt Wohlberg, "Multiscale Data-driven Seismic Full-Waveform Inversion with Field Data Study", IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2021.3114101, Oct 2021
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neil P. Symons and Youzuo Lin, "Connect the Dots: In Situ 4-D Seismic Monitoring of CO₂ Storage With Spatio-Temporal CNNs", IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2021.3116618, Oct 2021
Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg and Ulugbek S. Kamilov, "Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography", in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 4028--4037, Oct 2021
Hyung Jun Yang, Youzuo Lin, Brendt Wohlberg and Daniel M. Tartakovsky, "Consensus equilibrium for subsurface delineation", Water Resources Research, vol. 57, no. 10, doi:10.1029/2021WR030151, Oct 2021
Thilo Balke, Alexander M. Long, Sven C. Vogel, Brendt Wohlberg and Charles A. Bouman, "Hyperspectral Neutron CT with Material Decomposition", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Anchorage, AK, USA), doi:10.1109/ICIP42928.2021.9506080, Sep 2021
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons and Youzuo Lin, "Monitoring and forecasting CO₂ storage in the Sleipner area with spatio-temporal CNNs", in First International Meeting for Applied Geoscience \& Energy Expanded Abstracts, doi:10.1190/segam2021-3583695.1, Sep 2021
Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg and Ulugbek S. Kamilov, "Scalable Plug-and-Play ADMM with Convergence Guarantees", IEEE Transactions on Computational Imaging, vol. 7, doi:10.1109/TCI.2021.3094062, pp. 849--863, Jul 2021
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg and Ulugbek S. Kamilov, "SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees", IEEE Transactions on Computational Imaging, vol. 7, doi:10.1109/TCI.2021.3085534, pp. 598--610, Jun 2021
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg and Ulugbek S. Kamilov, "Stochastic Deep Unfolding for Imaging Inverse Problems", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Toronto, ON, Canada), doi:10.1109/ICASSP39728.2021.9414332, Jun 2021
Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa, William Agudelo, Brendt Wohlberg and Henry Arguello, "A Consensus Equilibrium Approach for 3-D Land Seismic Shots Recovery", IEEE Geoscience and Remote Sensing Letters, vol. 19, doi:10.1109/LGRS.2021.3082421, Jun 2021
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg and Ulugbek S. Kamilov, "Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors", in Proceedings of the International Conference on Learning Representations (ICLR), (Vienna, Austria), May 2021
Charles A. Bouman, Gregery T. Buzzard and Brendt Wohlberg, "Plug-and-Play: A General Approach for the Fusion of Sensor and Machine Learning Models", SIAM News, vol. 54, no. 02, Mar 2021
Brendt Wohlberg and Przemek Wozniak, "PSF Estimation in Crowded Astronomical Imagery as a Convolutional Dictionary Learning Problem", IEEE Signal Processing Letters, vol. 28, doi:10.1109/LSP.2021.3050706, pp. 374--378, Feb 2021

2020

Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg and Ulugbek S. Kamilov, "Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling", in Proceedings of the 2020 Asilomar Conference on Signals, Systems, and Computers, (Pacific Grove, CA, USA), doi:10.1109/IEEECONF51394.2020.9443410, pp. 1305--1312, Nov 2020
Shihang Feng, Youzuo Lin and Brendt Wohlberg, "Physically realistic training data construction for data-driven full-waveform inversion and traveltime tomography", in SEG Technical Program Expanded Abstracts, doi:10.1190/segam2020-3427349.1, Oct 2020
Peng Jin, Shihang Feng, Youzuo Lin, Brendt Wohlberg, David Moulton, Erol Cromwell and Xingyuan Chen, "CycleFCN: A physics-informed data-driven seismic waveform inversion method", in SEG Technical Program Expanded Abstracts, doi:10.1190/segam2020-w13-05.1, Oct 2020
Renán Rojas-Gómez, Jinhyung Yang, Youzuo Lin, James Theiler and Brendt Wohlberg, "Physics-Consistent Data-driven Waveform Inversion with Adaptive Data Augmentation ", IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2020.3022021, Sep 2020
Xiaojian Xu, Yu Sun, Jiaming Liu, Brendt Wohlberg and Ulugbek S. Kamilov, "Provable Convergence of Plug-and-Play Priors with MMSE denoisers", IEEE Signal Processing Letters, vol. 27, doi:10.1109/LSP.2020.3006390, pp. 1280--1284, Jul 2020
Manish Bhattarai, Diane Oyen, Juan Castorena, Liping Yang and Brendt Wohlberg, "Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning", in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, (Seattle, WA, USA), pp. 174--175, Jun 2020
Xuehang Zheng, Saiprasad Ravishankar, Yong Long, Marc Klasky and Brendt Wohlberg, "Two-Layer Residual Sparsifying Transform Learning for Image Reconstruction", in Proceedings of the International Symposium on Biomedical Imaging (ISBI), (Iowa City, IA, USA), doi:10.1109/ISBI45749.2020.9098653, pp. 174--177, Apr 2020
Ming Gong, Liping Yang, Catherine Potts, Vijayan K. Asari, Diane Oyen and Brendt Wohlberg, "TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images", arXiv, 2002.12428, 2020
Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg and Ulugbek S. Kamilov, "Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling", arXiv, 2002.11546, 2020

2019

Yu Sun, Ulugbek Kamilov and Brendt Wohlberg, "An Online Plug-and-Play Algorithm for Regularized Image Reconstruction", IEEE Transactions on Computational Imaging, vol. 5, no. 3, doi:10.1109/TCI.2019.2893568, pp. 395--408, Sep 2019
Diego Carrera, Alessandro Foi, Giacomo Boracchi and Brendt Wohlberg, "On the Weighting for Convolutional Sparse Coding", in Signal Processing with Adaptive Sparse Structured Representations (SPARS), (Toulouse, France), Jul 2019
Liping Yang, Diane Oyen and Brendt Wohlberg, "A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, (Long Beach, CA, USA), Jun 2019
Liping Yang, Diane Oyen and Brendt Wohlberg, "Image classification using topological features automatically extracted from graph representation of images", in Proceedings of the 15th International Workshop on Mining and Learning with Graphs (MLG), (Anchorage, AK, USA), Jun 2019
Singanallur V. Venkatakrishnan and Brendt Wohlberg, "Convolutional Dictionary Regularizers for Tomographic Inversion", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Brighton, UK), doi:10.1109/ICASSP.2019.8682637, pp. 7820--7824, May 2019
Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg and Ulugbek S. Kamilov, "Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Brighton, UK), doi:10.1109/ICASSP.2019.8683057, pp. 7665--7669, May 2019
Jorge Quesada, Gustavo Silva, Paul Rodríguez and Brendt Wohlberg, "Combinatorial Separable Convolutional Dictionaries", in Symposium on Image, Signal Processing and Artificial Vision (STSIVA), (Bucaramanga, Colombia), doi:10.1109/STSIVA.2019.8730236, Apr 2019
Gustavo Chau, Brendt Wohlberg and Paul Rodríguez, "Efficient Projection onto the ℓ_∞,1 Mixed-Norm Ball using a Newton root search method", SIAM Journal on Imaging Sciences, vol. 12, no. 1, doi:10.1137/18M1212525, pp. 604--623, 2019

2018

Cristina Garcia-Cardona and Brendt Wohlberg, "Convolutional Dictionary Learning for Multi-Channel Signals", in Proceedings of the 2018 Asilomar Conference on Signals, Systems, and Computers, (Pacific Grove, CA, USA), doi:10.1109/ACSSC.2018.8645108, pp. 335--342, Oct 2018
Saiprasad Ravishankar and Brendt Wohlberg, "Learning Multi-Layer Transform Models", in Proceedings of the Annual Allerton Conference on Communication, Control, and Computing, (Monticello, IL), doi:10.1109/ALLERTON.2018.8635913, pp. 160--165, Oct 2018
Cristina Garcia-Cardona and Brendt Wohlberg, "Convolutional Dictionary Learning: A Comparative Review and New Algorithms", IEEE Transactions on Computational Imaging, vol. 4, no. 3, doi:10.1109/TCI.2018.2840334, pp. 366--381, Sep 2018
Przemek Wozniak, Lakshman Prasad and Brendt Wohlberg, "Moving Point Source Detection and Localization in Wide-Field Images", in The Advanced Maui Optical and Space Surveillance Technologies Conference, (Wailea, Maui, HI, USA), Sep 2018
Erik Skau and Brendt Wohlberg, "A Fast Parallel Algorithm for Convolutional Sparse Coding", in Proceedings of the IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), (Aristi, Greece), doi:10.1109/IVMSPW.2018.8448536, Jun 2018
Gustavo Chau, Brendt Wohlberg and Paul Rodríguez, "Fast Projection onto the ℓ_∞,1 Mixed Norm Ball using Steffensen Root Search", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Calgary, Alberta, Canada), doi:10.1109/ICASSP.2018.8462590, pp. 4694--4698, Apr 2018
Jorge Quesada, Paul Rodríguez and Brendt Wohlberg, "Separable Dictionary Learning For Convolutional Sparse Coding Via Split Updates", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Calgary, Alberta, Canada), doi:10.1109/ICASSP.2018.8461884, pp. 4094--4098, Apr 2018
Brendt Wohlberg, "Convolutional Sparse Representations with Gradient Penalties", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Calgary, Alberta, Canada), doi:10.1109/ICASSP.2018.8462151, pp. 6528--6532, Apr 2018
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg and Wotao Yin, "First and Second Order Methods for Online Convolutional Dictionary Learning", SIAM Journal on Imaging Sciences, vol. 11, no. 2, doi:10.1137/17M1145689, pp. 1589--1628, 2018

2017

Ulugbek Kamilov, Hassan Mansour and Brendt Wohlberg, "A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems", IEEE Signal Processing Letters, vol. 24, no. 12, doi:10.1109/LSP.2017.2763583, pp. 1872--1876, Dec 2017
Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg, "Sparse overcomplete denoising: aggregation versus global optimization", IEEE Signal Processing Letters, vol. 24, no. 10, doi:10.1109/LSP.2017.2734119, pp. 1468--1472, Oct 2017
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg and Wotao Yin, "Online Convolutional Dictionary Learning", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Beijing, China), doi:10.1109/ICIP.2017.8296573, pp. 1707--1711, Sep 2017
Cristina Garcia-Cardona and Brendt Wohlberg, "Subproblem Coupling in Convolutional Dictionary Learning", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Beijing, China), doi:10.1109/ICIP.2017.8296571, pp. 1697--1701, Sep 2017
Youzuo Lin, Brendt Wohlberg and Velimir Vesselinov, "ADMM Penalty Parameter Selection with Krylov Subspace Recycling Technique for Sparse Coding", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Beijing, China), doi:10.1109/ICIP.2017.8296621, pp. 1945--1949, Sep 2017
Paul Rodríguez and Brendt Wohlberg, "An Incremental Principal Component Pursuit Algorithm via Projections onto the ℓ₁ Ball", in Proceedings of International Conference on Electronics, Electrical Engineering and Computing (INTERCON), (Cusco, Perú), doi:10.1109/INTERCON.2017.8079645, pp. 1--4, Aug 2017
Brendt Wohlberg, "Convolutional Sparse Coding with Overlapping Group Norms", arXiv, 1708.09038, 2017
Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg, "Sparse denoising: aggregation versus global optimization", in Signal Processing with Adaptive Sparse Structured Representations (SPARS), (Lisbon, Portugal), Jul 2017
Brendt Wohlberg, "SPORCO: A Python package for standard and convolutional sparse representations", in Proceedings of the 15th Python in Science Conference, Katy Huff and David Lippa and Dillon Niederhut and M. Pacer (Eds), (Austin, TX, USA), doi:10.25080/shinma-7f4c6e7-001, pp. 1--8, Jul 2017
Brendt Wohlberg and Paul Rodríguez, "Convolutional Sparse Coding: Boundary Handling Revisited", arXiv, 1707.06718, 2017
Andrea Cogliati, Zhiyao Duan and Brendt Wohlberg, "Piano Transcription with Convolutional Sparse Lateral Inhibition", IEEE Signal Processing Letters, vol. 24, no. 4, doi:10.1109/LSP.2017.2666183, pp. 392--396, Apr 2017
Brendt Wohlberg, "ADMM Penalty Parameter Selection by Residual Balancing", arXiv, 1704.06209, 2017

2016

Suhas Sreehari, Singanallur V. Venkatakrishnan, Brendt Wohlberg, Gregery T. Buzzard, Lawrence F. Drummy, Jeffrey P. Simmons and Charles A. Bouman, "Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation", IEEE Transactions on Computational Imaging, vol. 2, no. 4, doi:10.1109/TCI.2016.2599778, pp. 408--423, Dec 2016
Andrea Cogliati, Zhiyao Duan and Brendt Wohlberg, "Context-dependent Piano Music Transcription with Convolutional Sparse Coding", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, no. 12, doi:10.1109/TASLP.2016.2598305, pp. 2218--2230, Dec 2016
Paul Rodríguez and Brendt Wohlberg, "Ghosting suppression for incremental principal component pursuit algorithms", in Proceedings of IEEE Global Conference on Signal and Information Processing (GlobalSIP), (Washington, D.C., USA), doi:10.1109/GlobalSIP.2016.7905831, pp. 197--201, Dec 2016
Ping-Keng Jao, Li Su, Yi-Hsuan Yang and Brendt Wohlberg, "Monaural Music Source Separation using Convolutional Sparse Coding", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, no. 11, doi:10.1109/TASLP.2016.2598323, pp. 2158--2170, Nov 2016
Brendt Wohlberg, "Boundary Handling for Convolutional Sparse Representations", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Phoenix, AZ, USA), doi:10.1109/ICIP.2016.7532675, pp. 1833--1837, Sep 2016
Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg, "Scale-invariant anomaly detection with multiscale group-sparse models", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Phoenix, AZ, USA), doi:10.1109/ICIP.2016.7533089, pp. 3892--3896, Sep 2016
Brendt Wohlberg, "Convolutional Sparse Representations as an Image Model for Impulse Noise Restoration", in Proceedings of the IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), (Bordeaux, France), doi:10.1109/IVMSPW.2016.7528229, Jul 2016
Paul Rodríguez and Brendt Wohlberg, "Incremental Principal Component Pursuit for Video Background Modeling", Journal of Mathematical Imaging and Vision, vol. 55, no. 1, doi:10.1007/s10851-015-0610-z, pp. 1--18, May 2016
Brendt Wohlberg, "Convolutional Sparse Representation of Color Images", in Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), (Santa Fe, NM, USA), doi:10.1109/SSIAI.2016.7459174, pp. 57--60, Mar 2016
Xiyang Luo and Brendt Wohlberg, "Convolutional Laplacian Sparse Coding", in Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), (Santa Fe, NM, USA), doi:10.1109/SSIAI.2016.7459193, pp. 133--136, Mar 2016
Erik Skau, Brendt Wohlberg, Hamid Krim and Liyi Dai, "Pansharpening via coupled triple factorization dictionary learning", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Shanghai, China), doi:10.1109/ICASSP.2016.7471873, pp. 1234--1237, Mar 2016
Brendt Wohlberg, "Efficient Algorithms for Convolutional Sparse Representations", IEEE Transactions on Image Processing, vol. 25, no. 1, doi:10.1109/TIP.2015.2495260, pp. 301--315, Jan 2016
Paul Rodríguez and Brendt Wohlberg, "Incremental Methods for Robust Local Subspace Estimation", in Handbook of Robust Low-Rank and Sparse Matrix Decomposition, Thierry Bouwmans and Necdet Serhat Aybat and El-hadi Zahzah (Eds), doi:10.1201/b20190-15, pp. 284--320, Chapman and Hall/CRC, 2016

2015

Paul Rodríguez and Brendt Wohlberg, "Translational and Rotational Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Québec City, Québec, Canada), doi:10.1109/ICIP.2015.7350856, pp. 537--541, Sep 2015
Andrea Cogliati, Zhiyao Duan and Brendt Wohlberg, "Piano Music Transcription with Fast Convolutional Sparse Coding", in Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, (Boston, MA, USA), doi:10.1109/MLSP.2015.7324332, pp. 1--6, Sep 2015
Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg, "Detecting Anomalous Structures by Convolutional Sparse Models", in The International Joint Conference on Neural Networks (IJCNN), (Killarney, Ireland), doi:10.1109/IJCNN.2015.7280790, pp. 1--8, Jul 2015
Diego Carrera, Giacomo Boracchi, Alessandro Foi and Brendt Wohlberg, "Anomaly Detection Using Convolutional Sparse Models", in Signal Processing with Adaptive Sparse Structured Representations (SPARS), (Cambridge, UK), Jul 2015
Ping-Keng Jao, Yi-Hsuan Yang and Brendt Wohlberg, "Informed Monaural Source Separation of Music based on Convolutional Sparse Coding", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Brisbane, Australia), doi:10.1109/ICASSP.2015.7177967, pp. 236--240, Apr 2015
David A. Barajas-Solano, Brendt Wohlberg, Velimir Vesselinov and Daniel M. Tartakovsky, "Linear functional minimization for inverse modeling", Water Resources Research, vol. 51, no. 6, doi:10.1002/2014WR016179, pp. 4516--4531, 2015

2014

Giacomo Boracchi, Diego Carrera and Brendt Wohlberg, "Novelty Detection in Images by Sparse Representations", in Proceedings of the IEEE Symposium Series on Computational Intelligence (IEEE SSCI), (Orlando, FL, USA), doi:10.1109/INTELES.2014.7008985, pp. 47--54, Dec 2014
Paul Rodríguez and Brendt Wohlberg, "Video Background Modeling under Impulse Noise", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Paris, France), doi:10.1109/ICIP.2014.7025207, pp. 1041--1045, Oct 2014
Paul Rodríguez and Brendt Wohlberg, "A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Paris, France), doi:10.1109/ICIP.2014.7025692, pp. 3414--3416, Oct 2014
Paul Rodríguez and Brendt Wohlberg, "Performance Comparison of Iterative Reweighting Methods for Total Variation Regularization", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Paris, France), doi:10.1109/ICIP.2014.7025352, pp. 1758--1762, Oct 2014
Brendt Wohlberg, "Endogenous Convolutional Sparse Representations for Translation Invariant Image Subspace Models", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Paris, France), doi:10.1109/ICIP.2014.7025578, pp. 2859--2863, Oct 2014
Huiyi Hu, Brendt Wohlberg and Rick Chartrand, "Task-driven dictionary learning for inpainting", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Florence, Italy), doi:10.1109/ICASSP.2014.6854260, pp. 3543--3547, May 2014
David Pérez, Brendt Wohlberg, Thomas Alan Lovell, Michael Shoemaker and Riccardo Bevilacqua, "Orbit-Centered Atmospheric Density Prediction using Artificial Neural Networks", Acta Astronautica, vol. 98, doi:10.1016/j.actaastro.2014.01.007, pp. 9--23, May 2014
Cesare Alippi, Giacomo Boracchi and Brendt Wohlberg, "Change Detection in Streams of Signals with Sparse Representations", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Florence, Italy), doi:10.1109/ICASSP.2014.6854605, pp. 5252--5256, May 2014
Brendt Wohlberg, "Efficient Convolutional Sparse Coding", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Florence, Italy), doi:10.1109/ICASSP.2014.6854992, pp. 7173--7177, May 2014
Michael A. Shoemaker, Brendt Wohlberg, Richard Linares, David M. Palmer, Alexei Klimenko, David Thompson and Josef Koller, "Application of Optical Tracking and Orbit Estimation to Satellite Orbit Tomography", in AAS/AIAA Space Flight Mechanics Meeting, (Santa Fe, NM, USA), Jan 2014
Michael Shoemaker, Brendt Wohlberg and Josef Koller, "Atmospheric Density Reconstruction Using Satellite Orbit Tomography", AIAA Journal of Guidance, Control, and Dynamics, doi:10.2514/1.G000088, 2014

2013

Singanallur V. Venkatakrishnan, Charles A. Bouman and Brendt Wohlberg, "Plug-and-Play Priors for Model Based Reconstruction", in Proceedings of IEEE Global Conference on Signal and Information Processing (GlobalSIP), (Austin, TX, USA), doi:10.1109/GlobalSIP.2013.6737048, pp. 945--948, Dec 2013
Paul Rodríguez and Brendt Wohlberg, "Fast Principal Component Pursuit via Alternating Minimization", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Melbourne, Australia), doi:10.1109/ICIP.2013.6738015, pp. 69--73, Sep 2013
Michael Shoemaker, Brendt Wohlberg, Richard Linares and Josef Koller, "Application of Optical Tracking and Orbit Estimation to Satellite Orbit Tomography", in AAS/AIAA Astrodynamics Specialist Conference, (Hilton Head, SC, USA), Aug 2013
James Theiler and Brendt Wohlberg, "Regression Framework for Background Estimation in Remote Sensing Imagery", in Proceedings of Fifth Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), (Gainesville, FL, USA), doi:10.1109/WHISPERS.2013.8080605, Jun 2013
Singanallur V. Venkatakrishnan, Charles A. Bouman and Brendt Wohlberg, "Plug-and-Play Priors for Model Based Reconstruction", Purdue University, ECE Technical Reports Paper 448, 2013
Rick Chartrand and Brendt Wohlberg, "A nonconvex ADMM algorithm for group sparsity with sparse groups", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Vancouver, Canada), doi: 10.1109/ICASSP.2013.6638818, pp. 6009--6013, May 2013
James Theiler and Brendt Wohlberg, "Detection of unknown gas-phase chemical plumes in hyperspectral imagery", in Proc. SPIE Defense, Security, and Sensing, Sylvia S. Shen and Paul E. Lewis (Eds), (Baltimore, MD, USA), vol. 8743, doi:10.1117/12.2016211, Apr 2013
Michael Shoemaker, Brendt Wohlberg and Josef Koller, "Atmospheric Density Reconstruction using Satellite Orbit Tomography", in Proceedings of the 23rd AAS/AIAA Spaceflight Mechanics Meeting, (Lihue, HI, USA), pp. 1235--1250, Feb 2013

2012

Paul Rodríguez and Brendt Wohlberg, "A Comparison of the Computational Performance of Iteratively Reweighted Least Squares and Alternating Minimization Algorithms for ℓ₁ Inverse Problems", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Orlando, FL, USA), doi:10.1109/ICIP.2012.6467548, pp. 3069--3072, Oct 2012
James Theiler and Brendt Wohlberg, "Local Co-Registration Adjustment for Anomalous Change Detection", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 8, doi:10.1109/TGRS.2011.2179942, pp. 3107--3116, Aug 2012
Brendt Wohlberg, Daniel M. Tartakovsky and Marco Dentz, "Linearized Functional Minimization for Inverse Modeling", in XIX International Conference on Water Resources (CMWR), (Urbana-Champaign, IL, USA), Jun 2012
James Theiler and Brendt Wohlberg, "Detection of spectrally sparse anomalies in hyperspectral imagery", in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), (Santa Fe, NM, USA), doi:10.1109/SSIAI.2012.6202467, pp. 117--120, Apr 2012
Brendt Wohlberg, Rick Chartrand and James Theiler, "Local Principal Component Pursuit for Nonlinear Datasets", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Kyoto, Japan), doi:10.1109/ICASSP.2012.6288776, pp. 3925--3928, Mar 2012
Paul Rodríguez, Renán Rojas and Brendt Wohlberg, "Mixed Gaussian-Impulse Noise Image Restoration via Total Variation", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Kyoto, Japan), doi:10.1109/ICASSP.2012.6288073, pp. 1077--1080, Mar 2012

2011

Brendt Wohlberg, "Inpainting by Joint Optimization of Linear Combinations of Exemplars", IEEE Signal Processing Letters, vol. 18, no. 1, doi:10.1109/LSP.2010.2095842, pp. 75--78, Jan 2011

2010

Youzuo Lin, Brendt Wohlberg and Hongbin Guo, "UPRE method for total variation parameter selection", Signal Processing, vol. 90, no. 8, doi:10.1016/j.sigpro.2010.02.025, pp. 2546--2551, Aug 2010
James Theiler, Clint Scovel, Brendt Wohlberg and Bernard R. Foy, "Elliptically Contoured Distributions for Anomalous Change Detection in Hyperspectral Imagery", IEEE Geoscience and Remote Sensing Letters, vol. 7, no. 2, doi:10.1109/LGRS.2009.2032565, pp. 271--275, Apr 2010
Rick Chartrand and Brendt Wohlberg, "Total-variation regularization with bound constraints", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Dallas, TX, USA), doi:10.1109/ICASSP.2010.5494993, pp. 766--769, Mar 2010
Brendt Wohlberg and James Theiler, "Symmetrized local co-registration optimization for anomalous change detection", in Proc. SPIE Computational Imaging VIII, Charles A. Bouman and Ilya Pollak and Patrick J. Wolfe (Eds), (San Jose, CA, USA), vol. 7533, doi:10.1117/12.845210, pp. 753307, Jan 2010

2009

Paul Rodríguez and Brendt Wohlberg, "A generalized vector-valued total variation algorithm", in Proceedings of IEEE International Conference on Image Processing (ICIP), (Cairo, Egypt), doi:10.1109/ICIP.2009.5413587 , pp. 1309--1312, Nov 2009
Brendt Wohlberg and James Theiler, "Improved change detection with local co-registration adjustments", in Proceedings of First Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), (Grenoble, France), doi:10.1109/WHISPERS.2009.5289041, pp. 1--4, Aug 2009
Brendt Wohlberg and Paul Rodríguez, "An ℓ¹-TV algorithm for deconvolution with salt and pepper noise", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Taipei, Taiwan), doi:10.1109/ICASSP.2009.4959819, pp. 1257--1260, Apr 2009
Brendt Wohlberg, "Inpainting with Sparse Linear Combinations of Exemplars", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Taipei, Taiwan), doi:10.1109/ICASSP.2009.4959677, pp. 689--692, Apr 2009
James Theiler, Neal R. Harvey, Reid Porter and Brendt Wohlberg, "Simulation framework for spatio-spectral anomalous change detection", in Proceedings of SPIE: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XV, Sylvia S. Shen and Paul E. Lewis (Eds), (Orlando, FL, USA), vol. 7334, doi:10.1117/12.818632, pp. 73340P, Apr 2009
Paul Rodríguez and Brendt Wohlberg, "Efficient Minimization Method for a Generalized Total Variation Functional", IEEE Transactions on Image Processing, vol. 18, no. 2, doi:10.1109/TIP.2008.2008420, pp. 322-332, Feb 2009
Brendt Wohlberg and Daniel M. Tartakovsky, "Delineation of Geological Facies from Poorly Differentiated Data", Advances in Water Resources, vol. 32, doi:10.1016/j.advwatres.2008.10.014, pp. 225-230, 2009
Rick Chartrand, Kevin R. Vixie, Brendt Wohlberg and Erik M. Bollt, "A gradient descent solution to the Monge-Kantorovich problem", Appl. Math. Sci., vol. 3, no. 22, pp. 1071--1080, 2009

2008

Paul Rodríguez and Brendt Wohlberg, "An Efficient Algorithm for Sparse Representations with ℓ^p Data Fidelity Term", in Proceedings of 4th IEEE Andean Technical Conference (ANDESCON), (Cusco, Perú), Oct 2008
Youzuo Lin and Brendt Wohlberg, "Application of the UPRE Method to Optimal Parameter Selection for Large Scale Regularization Problems", in IEEE Southwest Symposium on Image Analysis and Interpretation, (Santa Fe, NM, USA), doi:10.1109/SSIAI.2008.4512292, pp. 89--92, Mar 2008
Brendt Wohlberg and Chris Brislawn, "Symmetric Extension for Lifted Filter Banks and Obstructions to Reversible Implementation", Signal Processing, vol. 88, no. 1, doi:10.1016/j.sigpro.2007.07.010, pp. 131--145, Jan 2008
Daniel M. Tartakovsky, Alberto Guadagnini and Brendt Wohlberg, "Machine learning methods for inverse modeling", in GeoENV VI - Geostatistics for Environmental Applications, A. Soares, M. J. Pereira, and R. Dimitrakopoulos (Eds), (Rhodes, Greece), doi:10.1007/978-1-4020-6448-7, pp. 117--125, 2008

2007

Brendt Wohlberg and Paul Rodríguez, "An Iteratively Reweighted Norm Algorithm for Minimization of Total Variation Functionals", IEEE Signal Processing Letters, vol. 14, no. 12, doi:10.1109/LSP.2007.906221, pp. 948--951, Dec 2007
Daniel M. Tartakovsky, Brendt Wohlberg and Alberto Guadagnini, "Nearest neighbor classification for facies delineation", Water Resources Research, vol. 43, no. 7, W07201, doi:10.1029/2007WR005968, Jul 2007
Chris Brislawn and Brendt Wohlberg, "Gain Normalization of Lifted Filter Banks", Signal Processing, vol. 87, no. 6, doi:10.1016/j.sigpro.2006.11.006, pp. 1281--1287, Jun 2007
Brendt Wohlberg and Kevin Vixie, "Invariant Template Matching with Tangent Vectors", Optical Engineering, vol. 46, no. 3, doi:10.1117/1.2715984, pp. 037006, Mar 2007

2006

Thomas J. Asaki, Patrick R. Campbell, Rick Chartrand, Collin E. Powell, Kevin R. Vixie and Brendt Wohlberg, "Abel inversion using total variation regularization: Applications", Inverse Probl. Sci. Eng., vol. 14, no. 8, doi:10.1080/17415970600882549, pp. 873--885, Dec 2006
Chris Brislawn and Brendt Wohlberg, "Symmetry-Preserving Lattice Vector Quantization for Reversible Half Sample Symmetric FIR Filter Banks", in Proceedings of the 2006 Asilomar Conference on Signals, Systems, and Computers, (Pacific Grove, CA, USA), doi:10.1109/ACSSC.2006.354876, pp. 878--882, Oct 2006
Paul Rodríguez and Brendt Wohlberg, "An Iteratively Weighted Norm Algorithm for Total Variation Regularization", in Proceedings of the 2006 Asilomar Conference on Signals, Systems, and Computers, (Pacific Grove, CA, USA), doi:10.1109/ACSSC.2006.354879, pp. 892--896, Oct 2006
Chris Brislawn and Brendt Wohlberg, "The polyphase-with-advance representation and linear phase lifting factorizations", IEEE Transactions on Signal Processing, vol. 54, no. 6 part 1, doi:10.1109/TSP.2006.872582, pp. 2022--2034, Jun 2006
Alberto Guadagnini, Brendt Wohlberg, Daniel M. Tartakovsky and Michela de Simoni, "Support Vector Machines for delineation of geologic facies from poorly differentiated sedimentological data", in XVI International Conference on Computational Methods in Water Resources (CMWR XVI), (Copenhagen, Denmark), Jun 2006
Brendt Wohlberg, Daniel M. Tartakovsky and Alberto Guadagnini, "Subsurface characterization with support vector machines", IEEE Transactions on Geoscience and Remote Sensing, vol. 44, no. 1, doi:10.1109/TGRS.2005.859953, pp. 47--57, Jan 2006
J. A. Green, C. Alexander, T. Asaki, J. Bacon, G. Blanpied, K. Borozdin, A. Canabal-Rey, M. Cannon, R. Chartrand, D. Clark, C. Espinoza, E. Figueroa, A. Fraser, M. Galassi, J. Gomez, J. Gonzales, A. Green, N. Hengartner, G. Hogan, A. Klimenko, P. McGaughey, G. McGregor, J. Medina, C. Morris, K. Mosher, C. Orum, F. Pazuchanics, W. Priedhorsky, A. Sanchez, A. Saunders, R. Schirato, L. Schultz, M. Sossong, M. Sottile, J. Tenbrink, R. Van de Water, K. Vixie and B. Wohlberg, "Optimizing the tracking efficiency for cosmic ray muon tomography", in 2006 IEEE Nuclear Science Symposium Conference Record, 2006

2005

T. J. Asaki, R. Chartrand, K. R. Vixie and B. Wohlberg, "Abel inversion using total-variation regularization", Inverse Problems, vol. 21, no. 6, doi:10.1088/0266-5611/21/6/006, pp. 1895--1903, 2005

2004

Chris Brislawn and Brendt Wohlberg, "Lifted linear phase filter banks and the polyphase-with-advance representation", in Proceedings of the 11th IEEE Digital Signal Processing Workshop, (Taos, NM, USA), doi:10.1109/DSPWS.2004.1437905, pp. 29--33, Aug 2004
D. M. Tartakovsky and B. E. Wohlberg, "Delineation of geologic facies with statistical learning theory", Geophys. Res. Lett., vol. 31, no. 18, L18502, doi:10.1029/2004GL020864, 2004
K. Borozdin, T. Asaki, R. Chartrand, N. Hengartner, G. Hogan, C. Morris, W. Priedhorsky, R. Schirato, L. Schultz, M. Sottile, K. Vixie, B. Wohlberg and G. Blanpied, "Information extraction from muon radiography data", in ISAS/CITSA 2004: International Conference on Cybernetics and Information Technologies, Systems and Applications and 10th International Conference on Information Systems Analysis and Synthesis, Vol 2, Proceedings: Communications, Information and Control Systems, Technologies and Applications, (Orlando, FL, USA), pp. 27--30, 2004

2003

Brendt Wohlberg, "Noise Sensitivity of Sparse Signal Representations: Reconstruction Error Bounds for the Inverse Problem", IEEE Transactions on Signal Processing, vol. 51, no. 12, doi:10.1109/TSP.2003.819006, pp. 3053--3060, Dec 2003
Andy Fraser, Nick Hengartner, Kevin Vixie and Brendt Wohlberg, "Classification modulo invariance, with application to face recognition", Journal of Computational and Graphical Statistics, vol. 12, no. 4, doi:10.1198/1061860032634, pp. 829--852, Dec 2003
Chris Brislawn, Brendt Wohlberg and Allon Percus, "Resolution scalability for arbitrary wavelet transforms in the JPEG-2000 standard", in Proceedings of Visual Communication and Image Processing (VCIP) 2003, (Lugano, Switzerland), doi:10.1117/12.503231, pp. 774--784, Jul 2003
Brendt Wohlberg and Chris Brislawn, "Reversible integer-to-integer transforms and symmetric extension of even-length filter banks", in Proceedings of Visual Communication and Image Processing (VCIP) 2003, (Lugano, Switzerland), doi:10.1117/12.503222, pp. 1709--1714, Jul 2003
Andy Fraser, Nick Hengartner, Kevin Vixie and Brendt Wohlberg, "Incorporating invariants in Mahalanobis distance based classifiers: Application to Face Recognition", in International Joint Conference on Neural Networks (IJCNN), (Portland, OR, USA), doi:10.1109/IJCNN.2003.1224070, Jul 2003

2000

George Zweig and Brendt Wohlberg, "Application of a super-resolution Fast Fourier Transform to ISAR imaging and EXAFS crystal-structure determination", in Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing, (Pocono Manor, PA, USA), doi:10.1109/SSAP.2000.870166, pp. 458--462, Aug 2000

1999

Brendt Wohlberg and Gerhard de Jager, "A review of the fractal image coding literature", IEEE Transactions on Image Processing, vol. 8, no. 12, doi:10.1109/83.806618, pp. 1716--1729, Dec 1999
Brendt Wohlberg and Gerhard de Jager, "A Class of Multiresolution Stochastic Models Generating Self-Affine Images", IEEE Transactions on Signal Processing, vol. 47, no. 6, doi:10.1109/78.765153, pp. 1739--1742, Jun 1999

1996

Brendt Wohlberg and Gerhard de Jager, "Fractal coding performance for first-order Gauss-Markov models", Electronics Letters, vol. 32, no. 5, doi:10.1049/el:19960306, pp. 441--442, Feb 1996
Brendt Wohlberg, Fractal Image Compression and the Self-Affinity Assumption: A Stochastic Signal Modelling Perspective, PhD thesis, University of Cape Town, 1996

1995

Brendt Wohlberg and Gerhard de Jager, "Fast image domain fractal compression by DCT domain block matching", Electronics Letters, vol. 31, no. 11, doi:10.1049/el:19950582 , pp. 869--870, May 1995

1994

Brendt Wohlberg and Gerhard de Jager, "On the reduction of fractal image compression encoding time", in IEEE South African Symposium on Communications and Signal Processing (COMSIG '94), (Stellenbosch, South Africa), doi:10.1109/COMSIG.1994.512455, pp. 158--161, Oct 1994

1993

Brendt Wohlberg, Investigations in Sequence Matching Techniques Applied to On-line Signature Verification, MSc thesis, University of Cape Town, 1993

1992

Brendt Wohlberg and John R. Greene, "Automatic on-line signature verification using Dynamic Time-Warping", in Proceedings of the Third South African Workshop on Pattern Recognition, (Pretoria, South Africa), pp. 185--192, Nov 1992