University of Waterloo

Paul Fieguth


Paul Fieguth

Paul Fieguth received his B.A.Sc. degree from the University of Waterloo, Ontario, Canada, in 1991 and his Ph.D. degree from the Massachusetts Institute of Technology, Cambridge, in 1995, both degrees in electrical engineering. He joined the faculty at the University of Waterloo in 1996, where he is currently Professor and, since 2010, Department Chair in Systems Design Engineering. He has held visiting appointments at the University of Heidelberg in Germany, at INRIA/Sophia in France, at the Cambridge Research Laboratory in Boston, at Oxford University and the Rutherford Appleton Laboratory in England, and with postdoctoral positions in Computer Science at the University of Toronto and in Information and Decision Systems at MIT.

Students

Supervision – Current

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ph.D.

M.A.Sc.

Supervision – Completed

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ph.D.

M.A.Sc.

Publications
Journal Articles

Ni X., Fieguth P.W., Ma Z., Shi B., Qiu Y., Chen Y., and Liu H, "Superpixel-Guided Multi-Type Rail Segmentation via Contextual Information Aggregation", IEEE Transactions on Intelligent Transportation Systems, vol. 25, pp. 14004-14018, 2024. Get it here. Nazemi A., Javad Shafiee M., Gharaee Z., and Fieguth P, "Memory-Efficient Continual Learning Object Segmentation for Long Videos", IEEE Access, vol. 12, pp. 97067-97084, 2024. Get it here. Shaabana A., Gharaee Z., and Fieguth P, "Video Relationship Detection Using Mixture of Experts", IEEE Access, vol. 11, pp. 26048-26058, 2023. Get it here. Pellegrino N., Fieguth P.W., and Haji Reza P, "K-Means for noise-insensitive multi-dimensional feature learning", Pattern Recognition Letters, vol. 127, pp. 113-120, 2023. Get it here. Gharaee Z., Gong Z., Pellegrino N., Zarubiieva I., Haurum J.B., Lowe S.C., McKeown J.T.A., Ho C.C.Y., McLeod J., Wei Y.-Y.C., Agda J., Ratnasingham S., Steinke D., Chang A.X., Taylor G.W., and Fieguth P, "A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset", Advances in Neural Information Processing Systems, vol. 36, pp. 43593-43619, 2023. Get it here. Carrington A.M., Manuel D.G., Fieguth P.W., Ramsay T., Osmani V., Wernly B., Bennett C., Hawken S., Magwood O., Sheikh Y., Mcinnes M., and Holzinger A, "Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, pp. 329-341, 2023. Get it here. Hosseinaee Z., Pellegrino N., Abbasi N., Amiri T., Simmons J.A.T., Fieguth P., and Haji Reza P, "Author Correction: In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microsco", Scientific Reports, vol. 12, 2022. Get it here. Hosseinaee Z., Pellegrino N., Abbasi N., Amiri T., Simmons J.A.T., Fieguth P., and Haji Reza P, "In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microscopy", Scientific Reports, vol. 12, 2022. Get it here. Boktor M., Ecclestone B.R., Pekar V., Dinakaran D., Mackey J.R., Fieguth P., and Haji Reza P, "Virtual histological staining of label-free total absorption photoacoustic remote sensing (TA-PARS)", Scientific Reports, vol. 12, 2022. Get it here. Kamyab S., Azimifar Z., Sabzi R., and Fieguth P, "Deep learning methods for inverse problems", PeerJ Computer Science, vol. 8, 2022. Get it here. Pellegrino N., Ecclestone B.R., Dinakaran D., van Landeghem F., Fieguth P., and Reza P.H, "Time-domain feature extraction for target specificity in photoacoustic remote sensing microscopy", Optics Letters, vol. 47, pp. 3952-3955, 2022. Get it here. Hu X., Naiel M.A., Azimifar Z., Ben Daya I., Lamm M., and Fieguth P, "Non-stationary content-adaptive projector resolution enhancement", Signal Processing: Image Communication, vol. 97, 2021. Get it here. Ertay D.S., Kamyab S., Vlasea M., Azimifar Z., Ma T., Rogalsky A.D., and Fieguth P, "Toward sub-surface pore prediction capabilities for laser powder bed fusion using data science", Journal of Manufacturing Science and Engineering, Transactions of the ASME, vol. 127, 2021. Get it here. Shafiee M.J., Jeddi A., Nazemi A., Fieguth P., and Wong A, "Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement", IEEE Signal Processing Magazine, vol. 38, pp. 22-30, 2021. Get it here. Abdar M., Pourpanah F., Hussain S., Rezazadegan D., Liu L., Ghavamzadeh M., Fieguth P., Cao X., Khosravi A., Acharya U.R., Makarenkov V., and Nahavandi S, "A review of uncertainty quantification in deep learning: Techniques, applications and challenges", Information Fusion, vol. 76, pp. 243-297, 2021. Get it here. Ertay D.S., Naiel M.A., Vlasea M., and Fieguth P, "Process performance evaluation and classification via in-situ melt pool monitoring in directed energy deposition", CIRP Journal of Manufacturing Science and Technology, vol. 35, pp. 298-314, 2021. Get it here. Hosseinaee Z., Ecclestone B., Pellegrino N., Khalili L., Mukhangaliyeva L., Fieguth P., and Reza P.H, "Functional photoacoustic remote sensing microscopy using a stabilized temperature-regulated stimulated Raman scattering light so", Optics Express, vol. 29, pp. 29745-29754, 2021. Get it here. Carrington A.M., Fieguth P.W., Qazi H., Holzinger A., Chen H.H., Mayr F., and Manuel D.G, "A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms", BMC Medical Informatics and Decision Making, vol. 20, 2020. Get it here. Ecclestone B.R., Bell K., Abbasi S., Dinakaran D., van Landeghem F.K.H., Mackey J.R., Fieguth P., and Haji Reza P, "Improving maximal safe brain tumor resection with photoacoustic remote sensing microscopy", Scientific Reports, vol. 10, 2020. Get it here. Naiel M.A., Ertay D.S., Vlasea M., and Fieguth P, "Adaptive vision-based detection of laser-material interaction for directed energy deposition", Additive Manufacturing, vol. 36, 2020. Get it here. Liu L., Ouyang W., Wang X., Fieguth P., Chen J., Liu X., and Pietikainen M, "Deep Learning for Generic Object Detection: A Survey", International Journal of Computer Vision, vol. 127, pp. 261-318, 2020. Get it here. Goetz J., Fieguth P., Kasiri K., Bodin X., Marcer M., and Brenning A, "Accounting for permafrost creep in high-resolution snow depth mapping by modelling sub-snow ground deformation", Remote Sensing of Environment, vol. 127, 2019. Get it here. Liu L., Chen J., Zhao G., Fieguth P., Chen X., and Pietikainen M, "Texture Classification in Extreme Scale Variations Using GANet", IEEE Transactions on Image Processing, vol. 28, pp. 3910-3922, 2019. Get it here. Liu L., Chen J., Fieguth P., Zhao G., Chellappa R., and Pietikainen M, "From BoW to CNN: Two Decades of Texture Representation for Texture Classification", International Journal of Computer Vision, vol. 127, pp. 74-109, 2019. Get it here. Liu J., Scott K.A., and Fieguth P.W, "Detection of marginal ice zone in Synthetic Aperture Radar imagery using curvelet-based features: A case study on the Canadian E", Journal of Applied Remote Sensing, vol. 13, 2019. Get it here. Shafiee M.J., Siva P., Fieguth P., and Wong A, "Real-Time Embedded Motion Detection via Neural Response Mixture Modeling", Journal of Signal Processing Systems, vol. 90, pp. 931-946, 2018. Get it here. Liu L., Fieguth P., Guo Y., Wang X., and Pietikainen M, "Local binary features for texture classification: Taxonomy and experimental study", Pattern Recognition, vol. 62, pp. 135-160, 2017. Get it here. Shafiee M.J., Wong A., and Fieguth P, "Deep Randomly-Connected Conditional Random Fields for Image Segmentation", IEEE Access, vol. 5, pp. 366-378, 2017. Get it here. Liu C., Wong A., Akhlagh Moayed A., Fieguth P., Bie H., and Bizheva K, "Automatic tracking of pupillary dynamics from in vivo functional optical coherence tomography images", Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 4, pp. 306-316, 2016. Get it here. Liu L., Wang L., Zhao L., and Fieguth P, "Random projections and Single BoW for fast and Robust texture segmentation", Information Sciences, vol. 127, pp. 428-445, 2016. Get it here. Liu L., Fieguth P., Zhao G., Pietikainen M., and Hu D, "Extended local binary patterns for face recognition", Information Sciences, vol. 127, pp. 56-72, 2016. Get it here. Koch C., Doycheva K., Kasireddy V., Akinci B., and Fieguth P, "Erratum: A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructur", Advanced Engineering Informatics, vol. 30, pp. 208-210, 2016. Get it here. Liu L., Lao S., Fieguth P.W., Guo Y., Wang X., and Pietikainen M, "Median Robust Extended Local Binary Pattern for Texture Classification", IEEE Transactions on Image Processing, vol. 25, pp. 1368-1381, 2016. Get it here. Shafiee M.J., Siva P., Scharfenberger C., Fieguth P., and Wong A, "NeRD: A Neural Response Divergence Approach to Visual Saliency Detection", IEEE Signal Processing Letters, vol. 23, pp. 1404-1408, 2016. Get it here. Liu J., Scott K.A., Gawish A., and Fieguth P, "Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour", Remote Sensing, vol. 8, 2016. Get it here. Barshan E., Fieguth P., and Wong A, "Scalable multi-neighborhood learning for convolutional networks", IEEE International Workshop on Machine Learning for Signal Processing, MLSP, vol. 127, 2015. Get it here. Shafiee M.J., Haider S.A., Wong A., Lui D., Cameron A., Modhafar A., Fieguth P., and Haider M.A, "Apparent ultra-high b-value diffusion-weighted image reconstruction via hidden conditional random fields", IEEE Transactions on Medical Imaging, vol. 34, pp. 1111-1124, 2015. Get it here. Koch C., Georgieva K., Kasireddy V., Akinci B., and Fieguth P, "A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure", Advanced Engineering Informatics, vol. 29, pp. 196-210, 2015. Get it here. Wong A., Liu C., YuWang X., Fieguth P., and Bie H, "Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements", BMC Medical Imaging, vol. 15, 2015. Get it here. Liu L., Fieguth P.W., Hu D., Wei Y., and Kuang G, "Fusing sorted random projections for robust texture and material classification", IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, pp. 482-496, 2015. Get it here. Liu L., Long Y., Fieguth P.W., Lao S., and Zhao G, "BRINT: Binary rotation invariant and noise tolerant texture classification", IEEE Transactions on Image Processing, vol. 23, pp. 3071-3084, 2015. Get it here. Schwartz S., Liu C., Wong A., Clausi D.A., Fieguth P., and Bizheva K, "Energy-guided learning approach to compressive FD-OCT", Optics Express, vol. 21, pp. 329-344, 2013. Get it here. Eichel J.A., Wong A., Fieguth P., and Clausi D.A, "Robust spectral clustering using statistical sub-graph affinity model", PLoS ONE, vol. 8, 2013. Get it here. Wong A., Mishra A., Fieguth P., and Clausi D.A, "Sparse reconstruction of breast MRI using homotopic L0 minimization in a regional sparsified domain", IEEE Transactions on Biomedical Engineering, vol. 60, pp. 743-752, 2013. Get it here. Campaigne W.R., and Fieguth P.W, "Frozen-state hierarchical annealing", IEEE Transactions on Image Processing, vol. 22, pp. 1486-1497, 2015. Get it here. Liu C., Wong A., Bizheva K., Fieguth P., and Bie H, "Homotopic, non-local sparse reconstruction of optical coherence tomography imagery", Optics Express, vol. 20, pp. 10200-10211, 2015. Get it here. Liu L., Fieguth P., Clausi D., and Kuang G, "Sorted random projections for robust rotation-invariant texture classification", Pattern Recognition, vol. 45, pp. 2405-2418, 2012. Get it here. Brenning A., Long S., and Fieguth P, "Detecting rock glacier flow structures using Gabor filters and IKONOS imagery", Remote Sensing of Environment, vol. 125, pp. 227-237, 2015. Get it here. Yousefi M., Famouri M., Nasihatkon B., Azimifar Z., and Fieguth P, "A robust probabilistic Braille recognition system", International Journal on Document Analysis and Recognition, vol. 15, pp. 253-266, 2015. Get it here. Liu L., and Fieguth P, "Texture classification from random features", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, pp. 574-586, 2015. Get it here. Azimifar Z., Amiri M., Fieguth P., and Jernigan E, "Empirical study of wavelet domain image joint statistics and proposition of an efficient correlation map", Journal of Mathematical Imaging and Vision, vol. 43, pp. 24-38, 2015. Get it here. Liu L., Zhao L., Long Y., Kuang G., and Fieguth P, "Extended local binary patterns for texture classification", Image and Vision Computing, vol. 30, pp. 86-99, 2015. Get it here. Zhang W., Wong A., Mishra A., Fieguth P., and Clausi D.A, "Efficient globally optimal registration of remote sensing imagery via quasi-random scale-space structural correlation energy fun", IEEE Geoscience and Remote Sensing Letters, vol. 8, pp. 997-1001, 2011. Get it here. Wong A., Mishra A., Zhang W., Fieguth P., and Clausi D.A, "Stochastic image denoising based on Markov-chain Monte Carlo sampling", Signal Processing, vol. 91, pp. 2112-2120, 2011. Get it here. Mishra A.K., Fieguth P.W., and Clausi D.A, "Decoupled active contour (DAC) for boundary detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, pp. 310-324, 2011. Get it here. Wong A., Scharcanski J., and Fieguth P, "Automatic skin lesion segmentation via iterative stochastic region merging", IEEE Transactions on Information Technology in Biomedicine, vol. 15, pp. 929-936, 2015. Get it here. Liu Y., Wong A., and Fieguth P, "Synthesis of remote sensing label fields using a tree-structured hierarchical model", IEEE Transactions on Geoscience and Remote Sensing, vol. 49, pp. 2060-2070, 2015. Get it here. Kachouie N.N., Fieguth P., Gamble D., Jervis E., Ezziane Z., and Khademhosseini A, "Constrained watershed method to infer morphology of mammalian cells in microscopic images", Cytometry Part A, vol. 77, pp. 1148-1159, 2010. Get it here. Kachouie N.N., Fieguth P., and Jervis E, "A probabilistic cell model in background corrected image sequences for single cell analysis", BioMedical Engineering Online, vol. 9, 2010. Get it here. Mishra A., Wong A., Clausi D.A., and Fieguth P.W, "Quasi-random nonlinear scale space", Pattern Recognition Letters, vol. 31, pp. 1850-1859, 2010. Get it here. Wong A., Clausi D.A., and Fieguth P, "CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration", Medical Image Analysis, vol. 14, pp. 50-57, 2010. Get it here. Mohebi A., Fieguth P., and Ioannidis M.A, "Statistical fusion of two-scale images of porous media", Advances in Water Resources, vol. 32, pp. 1567-1579, 2009. Get it here. Alexander S.K., Fieguth P., Ioannidis M.A., and Vrscay E.R, "Hierarchical annealing for synthesis of binary images", Mathematical Geosciences, vol. 41, pp. 357-378, 2009. Get it here. Wong A., and Fieguth P, "Fast phase-based registration of multimodal image data", Signal Processing, vol. 89, pp. 724-737, 2015. Get it here. Kachouie N.N., and Fieguth P.W, "Extended-Hungarian-JPDA: Exact single-frame stem cell tracking", IEEE Transactions on Biomedical Engineering, vol. 54, pp. 2011-2019, 2015. Get it here. Kachouie N.N., Fieguth P., Ramunas J., and Jervis E, "Probabilistic model-based cell tracking", International Journal of Biomedical Imaging, vol. 127, 2006. Get it here. Sinha S.K., and Fieguth P.W, "Morphological segmentation and classification of underground pipe images", Machine Vision and Applications, vol. 17, pp. 21-31, 2015. Get it here. Jin F., Fieguth P., and Winger L, "Wavelet video denoising with regularized multiresolution motion estimation", Eurasip Journal on Applied Signal Processing, vol. 127, pp. 1-11, 2015. Get it here. Sinha S.K., and Fieguth P.W, "Neuro-fuzzy network for the classification of buried pipe defects", Automation in Construction, vol. 15, pp. 73-83, 2015. Get it here. Sinha S.K., and Fieguth P.W, "Segmentation of buried concrete pipe images", Automation in Construction, vol. 15, pp. 47-57, 2015. Get it here. Sinha S.K., and Fieguth P.W, "Automated detection of cracks in buried concrete pipe images", Automation in Construction, vol. 15, pp. 58-72, 2015. Get it here. Venema H.D., Calamai P.H., and Fieguth P, "Forest structure optimization using evolutionary programming and landscape ecology metrics", European Journal of Operational Research, vol. 127, pp. 423-439, 2005. Get it here. Khellah F., Fieguth P., Murray M.J., and Allen M, "Statistical processing of large image sequences", IEEE Transactions on Image Processing, vol. 14, pp. 80-93, 2015. Get it here. Sinha S.K., Fieguth P.W., and Polak M.A, "Computer vision techniques for automatic structural assessment of underground pipes", Computer-Aided Civil and Infrastructure Engineering, vol. 18, pp. 95-112, 2015. Get it here. Fieguth P.W., Menemenlis D., and Fukumori I, "Mapping and pseudoinverse algorithms for ocean data assimilation", IEEE Transactions on Geoscience and Remote Sensing, vol. 41, pp. 43-51, 2003. Get it here. Fieguth P., and Simpson T, "Automated measurement of bulbar redness", Investigative Ophthalmology and Visual Science, vol. 43, pp. 340-347, 2002. Get it here. Carballo G.F., and Fieguth P.W, "Hierarchical network flow phase unwrapping", IEEE Transactions on Geoscience and Remote Sensing, vol. 40, pp. 1695-1708, 2002. Get it here. Ho T.T., Fieguth P.W., and Willsky A.S, "Computationally efficient steady-state multiscale estimation for 1-D diffusion processes", Automatica, vol. 37, pp. 325-340, 2001. Get it here. Carballo G.F., and Fieguth P.W, "Probabilistic cost functions for network flow phase unwrapping", IEEE Transactions on Geoscience and Remote Sensing, vol. 38, pp. 2192-2201, 2000. Get it here. Schneider M.K., Fieguth P.W., Karl W.C., and Willsky A.S, "Multiscale methods for the segmentation and reconstruction of signals and images", IEEE Transactions on Image Processing, vol. 9, pp. 456-468, 2000. Get it here. Fieguth P.W., Karl W.C., and Willsky A.S, "Efficient Multiresolution Counterparts to Variational Methods for Surface Reconstruction", Computer Vision and Image Understanding, vol. 70, pp. 157-176, 1998. Get it here. Fieguth P., Menemenlis D., Ho T., Willsky A., and Wunsch C, "Mapping mediterranean altimeter data with a multiresolution optimalinterpolation algorithm", Journal of Atmospheric and Oceanic Technology, vol. 15, pp. 535-546, 1998. Get it here. Irving W.W., Fieguth P.W., and Willsky A.S, "An overlapping tree approach to multiscale stochastic modeling and estimation", IEEE Transactions on Image Processing, vol. 6, pp. 1517-1529, 1997. Get it here. Menemenlis D., Fieguth P., Wunsch C., and Willsky A, "Adaptation of a fast optimal interpolation algorithm to the mapping of oceanographic data", Journal of Geophysical Research: Oceans, vol. 102, pp. 10573-10584, 1997. Get it here. Fieguth P.W., and Willsky A.S, "Fractal estimation using models on multiscale trees", IEEE Transactions on Signal Processing, vol. 44, pp. 1297-1300, 1996. Get it here. Schwartz M.J., Barrett J.W., Fieguth P.W., Rosenkranz P.W., Spina M.S., and Staelin D.H, "Observations of thermal and precipitation structure in a tropical cyclone by means of passive microwave imagery near 118 GHz", Journal of Applied Meteorology, vol. 35, pp. 671-678, 1996. Get it here. Fieguth Paul W., Karl William C., Willsky Alan S., and Wunsch Car, "Multiresolution optimal interpolation and statistical analysis of TOPEX/POSEIDON satellite altimetry", IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 280-291, 1995. Get it here. Fieguth P.W., and Staelin D.H, "High-accuracy profiler that uses depth from focus", Applied Optics, vol. 33, pp. 686-689, 1994. Get it here. Arnold K., Fieguth P., and Dennison A, "Autocalibration for Creating 2D/3D Displays on Complex Geometric Surfaces", Information Display, vol. 38, pp. 31-37, 2022. Get it here. Chen W., Liu Y., Wang W., Bakker E.M., Georgiou T., Fieguth P., Liu L., and Lew M.S, "Deep Learning for Instance Retrieval: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, pp. 7270-7292, 2023. Get it here. Boktor M., Tweel J.E.D., Ecclestone B.R., Ye J.A., Fieguth P., and Haji Reza P, "Multi-channel feature extraction for virtual histological staining of photon absorption remote sensing images", Scientific Reports, vol. 14, . Get it here. Ni X., Fieguth P.W., Ma Z., Shi B., and Liu H, "Defect detection on multi-type rail surfaces via IoU decoupling and multi-information alignment", Advanced Engineering Informatics, vol. 62, . Get it here. Sepanj M., Moradi S., Nazemi A., Preston C., Lee A.M.D., and Fieguth P, "From Single Shot to Structure: End-to-End Network-Based Deflectometry for Specular Free-Form Surface Reconstruction", Applied Sciences (Switzerland), vol. 14, . Get it here. Spicker D., Nazemi A., Hutchinson J., Fieguth P., Kirkpatrick S., Wallace M., and Dodd K.W, "Challenges for Predictive Modeling With Neural Network Techniques Using Error-Prone Dietary Intake Data", Statistics in Medicine, vol. 44, . Get it here.

Conference Papers

Nazemi A., Moustafa Z., and Fieguth P, "CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2023. Get it here. Carrington A.M., Fieguth P.W., Mayr F., James N.D., Holzinger A., Pickering J.W., and Aviv R.I, "The ROC Diagonal is Not Layperson’s Chance: A New Baseline Shows the Useful Area", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022. Get it here. Tweel J., Pellegrino N., Ecclestone B.R., Fieguth P., and Reza P.H, "Tissue-Specific Labelling using Temporal Feature Extraction in Photoacoustic Remote Sensing Microscopy", Optics InfoBase Conference Papers, 2022. Get it here. Boktor M., Ecclestone B., Pekar V., Dinakaran D., MacKey J.R., Fieguth P., and Reza P.H, "Deep-Learning-Based Virtual H&E Staining Using Total-Absorption Photoacoustic Remote Sensing (TA-PARS)", Optics InfoBase Conference Papers, 2022. Get it here. Arnold K., Fieguth P., and Lamm M, "A Moving Camera and Synthetic Calibration Target Solution for Non-Planar Scene Estimation and Projector Calibration", Digest of Technical Papers - SID International Symposium, 2022. Get it here. Raisi Z., Naiel M.A., Younes G., Fieguth P., and Zelek J, "Smart text reader system for people who are blind using machine and deep learning", Machine Learning Algorithms for Signal and Image Processing, 2022. Get it here. Farsangi S., Naiel M.A., Lamm M., and Fieguth P, "Efficient direct-block-address encoding for single-shot-based 3d reconstruction", Digest of Technical Papers - SID International Symposium, 2021. Get it here. Sadatsharifi K., Naiel M.A., Lamm M., and Fieguth P, "Efficient Model Based Grid Intersection Detection for Single-Shot 3D Reconstruction", Canadian Conference on Electrical and Computer Engineering, 2021. Get it here. Chung A.G., Fieguth P., and Wong A, "Assessing architectural similarity in populations of deep neural networks", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2019. Get it here. Hu X., Naiel M.A., Wong A., Lamm M., and Fieguth P, "RUNet: A robust UNet architecture for image super-resolution", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2019. Get it here. Post M., Fieguth P., Naiel M.A., Azimifar Z., and Lamm M, "FRESCO: Fast radiometric egocentric screen compensation", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2019. Get it here. Saffih F., and Fieguth P, "Vehicle Longitudinal Acceleration Determination from Mobile Phone Sensor: An IoT System Solution for Intelligent Transportation", 2018 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2018, 2019. Get it here. Bello-Cerezo R., Fieguth P., and Bianconi F, "LBP-motivated colour texture classification", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019. Get it here. Sankar V., Fieguth P., and Lamm M, "Human Visual System Inspired Artifact Reduction in Projector Compensation", Digest of Technical Papers - SID International Symposium, 2019. Get it here. Hu X., Naiel M.A., Azimifar Z., Lamm M., and Fieguth P, "Robust Visual Enhancement of Moving Contents in Projected Imagery", Digest of Technical Papers - SID International Symposium, 2019. Get it here. Chung A., Fieguth P., and Wong A, "Nature vs. nurture: The role of environmental resources in evolutionary deep intelligence", Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018, 2018. Get it here. Carrington A., Fieguth P., and Chen H, "Measures of model interpretability for model selection", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018. Get it here. Hryniowski A., Daya I.B., Gawish A., Lamm M., Wong A., and Fieguth P, "Multi-projector resolution enhancement through biased interpolation", Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018, 2018. Get it here. Chung A.G., Shafiee M.J., Fieguth P., and Wong A, "The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis", Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017, 2017. Get it here. Kasiri K., Gawish A., and Fieguth P, "Seam tracking in automated welding", 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, 2017. Get it here. Gawish A., Scharfenberger C., Bi H., Wong A., Fieguth P., and Clausi D, "Robust non-saliency guided watermarking", Proceedings - 2016 13th Conference on Computer and Robot Vision, CRV 2016, 2016. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Sorted self-similarity for multi-modal image registration", Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2016. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Self-similarity measure for multi-modal image registration", Proceedings - International Conference on Image Processing, ICIP, 2016. Get it here. Shafiee M.J., Siva P., Fieguth P., and Wong A, "Embedded Motion Detection via Neural Response Mixture Background Modeling", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2016. Get it here. Shafiee M.J., Siva P., Fieguth P., and Wong A, "Efficient Deep Feature Learning and Extraction via StochasticNets", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2016. Get it here. Liu L., Fieguth P., Wang X., Pietikainen M., and Hu D, "Evaluation of LBP and deep texture descriptors with a new robustness benchmark", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016. Get it here. Shafiee M.J., Chung A.G., Wong A., and Fieguth P, "Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Structural representations for multi-modal image registration based on modified entropy", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Mwangi G., Fieguth P., and Garbe C.S, "Probabilistic continuous edge detection using local symmetry", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Gawish A., and Fieguth P, "External forces for active contours using the undecimated wavelet transform", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Mwangi G., Fieguth P., and Garbe C.S, "Thermography spatial resolution enhancement by non-rigid registration with visible imagery", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Liu J., Scott K.A., and Fieguth P, "Curvelet based feature extraction of dynamic ice from SAR imagery", International Geoscience and Remote Sensing Symposium (IGARSS), 2015. Get it here. Barshan E., Lamm M., Scharfenberger C., and Fieguth P, "Resolution enhancement based on Shifted Superposition", Digest of Technical Papers - SID International Symposium, 2015. Get it here. Carrington A.M., Fieguth P.W., and Chen H.H, "A new Mercer sigmoid kernel for clinical data classification", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2015. Get it here. Gawish A., Fieguth P., Marschall S., and Bizheva K, "Undecimated hierarchical active contours for oct image segmentation", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2015. Get it here. Kasiri K., Fieguth P., and Clausi D.A, "Cross modality label fusion in multi-atlas segmentation", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2014. Get it here. Kasiri K., Clausi D.A., and Fieguth P, "Multi-modal image registration using structural features", 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, 2014. Get it here. Liu L., Fieguth P., Zhao G., and Pietikainen M, "Extended local binary pattern fusion for face recognition", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2015. Get it here. Barshan E., and Fieguth P, "Scalable learning for restricted Boltzmann machines", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2015. Get it here. Scharfenberger C., Jain A., Wong A., and Fieguth P, "Image saliency detection via multi-scale statistical non-redundancy modeling", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2015. Get it here. Shafiee M.J., Wong A., Siva P., and Fieguth P, "Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques", 2014 IEEE International Conference on Image Processing, ICIP 2014, 2015. Get it here. Marschall S., Gawish A., Feng Y., Sorbara L., Fieguth P., and Bizheva K, "In-vivo imaging of keratoconic corneas using high-speed high-resolution swept-source OCT", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2015. Get it here. Liu L., Yang B., Fieguth P., Yang Z., and Wei Y, "BRINT: A binary rotation invariant and noise tolerant texture descriptor", 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, 2015. Get it here. Bachl F.E., Garbe C.S., and Fieguth P, "Bayesian inference on integrated continuity fluid flows and their application to dust aerosols", International Geoscience and Remote Sensing Symposium (IGARSS), 2015. Get it here. Kumar A., Wong A., Fieguth P., and Clausi D.A, "Multi-scale tensor vector field active contour", Proceedings - International Conference on Image Processing, ICIP, 2012. Get it here. Liu Y., He D., and Fieguth P, "Adaptive post-filtering based on Local Binary Patterns", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Jain A., Wong A., and Fieguth P, "Saliency detection via statistical non-redundancy", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Bachl F.E., Garbe C.S., and Fieguth P, "A Bayesian approach to spaceborn hyperspectral optical flow estimation on dust aerosols", International Geoscience and Remote Sensing Symposium (IGARSS), 2015. Get it here. Liu C., Fieguth P., and Garbe C, "Background subtraction and dust storm detection", International Geoscience and Remote Sensing Symposium (IGARSS), 2015. Get it here. Miao Y.-Q., Fieguth P., and Kamel M.S, "Maneuvering head motion tracking by coarse-to-fine particle filter", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011. Get it here. Eichel J.A., Lee D.D., Wong A., Fieguth P.W., Clausi D.A., and Bizheva K.K, "Despeckling vs averaging of retinal UHROCT tomograms: Advantages and limitations", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2011. Get it here. Kumar A., Wong A., Mishra A., Clausi D.A., and Fieguth P, "Tensor vector field based active contours", Proceedings - International Conference on Image Processing, ICIP, 2011. Get it here. Leigh A., Wong A., Clausi D.A., and Fieguth P, "Comprehensive analysis on the effects of noise estimation strategies on image noise artifact suppression performance", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2011. Get it here. Mishra A., Wong A., Fieguth P., and Clausi D.A, "Multi-scale 3D representation via volumetric quasi-random scale space", Proceedings - International Conference on Image Processing, ICIP, 2011. Get it here. Eichel J.A., Clausi D.A., and Fieguth P, "Precise high speed multi-target multi-sensor local positioning system", Proceedings - 2011 Canadian Conference on Computer and Robot Vision, CRV 2011, 2011. Get it here. Cavan N., Fieguth P., and Clausi D.A, "Autocalibration: Finding infinity in a projective reconstruction", Proceedings - 2011 Canadian Conference on Computer and Robot Vision, CRV 2011, 2011. Get it here. Mishra A., Fieguth P.W., and Clausi D.A, "From active contours to active surfaces", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2011. Get it here. Liu L., Fieguth P., Kuang G., and Zha H, "Sorted random projections for robust texture classification", Proceedings of the IEEE International Conference on Computer Vision, 2015. Get it here. Liu Y., Wong A., and Fieguth P, "A structure-guided conditional sampling model for video resolution enhancement", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Liu L., Fieguth P., and Kuang G, "Combining sorted random features for texture classification", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Shafiee M.J., Azimifar Z., Wong A., and Fieguth P, "A novel hierarchical model-based frame rate up-conversion via spatio-temporal conditional random fields", Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011, 2015. Get it here. Moayedi F., Azimifar Z., Fieguth P., and Kazemi A, "Adaptive multi-resolution CRF-based contour tracking", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Liu L., Fieguth P., and Kuang G, "Compressed sensing for robust texture classification", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Liu L., Fieguth P., and Kuang G, "Generalized local binary patterns for texture classification", BMVC 2011 - Proceedings of the British Machine Vision Conference 2011, 2015. Get it here. Zaboli S., Tabibiazar A., and Fieguth P, "Organ recognition using Gabor filters", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Mishra A., Hariri S., Moayed A.A., Bizheva K., Fieguth P., and Clausi D, "A cellular automata based semi-automatic algorithm for segmentation of choroidal blood vessels from ultrahigh resolution optical", Canadian Conference on Electrical and Computer Engineering, 2010. Get it here. Eichel J.A., Bizheva K.K., Clausi D.A., and Fieguth P.W, "Automated 3D reconstruction and segmentation from optical coherence tomography", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2010. Get it here. Wong A., Mishra A., Clausi D.A., and Fieguth P, "Mammogram image superresolution based on statistical moment analysis", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Wong A., Mishra A., Clausi D.A., and Fieguth P, "Quasi-random scale space approach to robust keypoint extraction in high-noise environments", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Mishra A., Fieguth P.W., and Clausi D.A, "Decoupled active surface for volumetric image segmentation", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Mishra A., Wong A., Clausi D.A., and Fieguth P, "A Bayesian information flow approach to image segmentation", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2010. Get it here. Shafiee M.J., Azimifar Z., and Fieguth P, "Temporal conditional random fields: A conditional state space predictor for visual tracking", 2010 6th Iranian Conference on Machine Vision and Image Processing, MVIP 2010, 2015. Get it here. Shafiee M.J., Azimifar Z., and Fieguth P, "Model-based tracking: Temporal conditional random fields", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Ahmadi E., Azimifar Z., Fieguth P., and Ayatollahi Sh, "Image synthesis using conditional random fields", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Wong A., and Fieguth P, "A new bayesian source separation approach to blind decorrelation of SAR data", International Geoscience and Remote Sensing Symposium (IGARSS), 2015. Get it here. Liu Y., Wong A., and Fieguth P, "Remote sensing image synthesis", International Geoscience and Remote Sensing Symposium (IGARSS), 2015. Get it here. Liu L., and Fieguth P, "Texture classification using compressed sensing", CRV 2010 - 7th Canadian Conference on Computer and Robot Vision, 2015. Get it here. Mohebi A., Fieguth P., and Ioannidis M, "Modeling and reconstruction of two-scale porous media using MRI measurement", Poromechanics IV - 4th Biot Conference on Poromechanics, 2009. Get it here. Eichel J.A., Mishra A.K., Clausi D.A., Fieguth P.W., and Bizheva K.K, "A novel algorithm for extraction of the layers of the cornea", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Bizheva K., Hyun C., Eichel J., Hariri S., Mishra A., Clausi D., Fieguth P., Simpson T., and Hutchings N, "Evaluation of hypoxic swelling of human cornea with high speed, ultrahigh resolution optical coherence tomography", Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2009. Get it here. Wong A., Clausi D.A., and Fieguth P, "SEC: Stochastic ensemble consensus approach to unsupervised sar sea-ice segmentation", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Wong A., Clausi D.A., and Fieguth P, "Adaptive monte carlo retinex method for illumination and reflectance separation and color image enhancement", Proceedings of the 2009 Canadian Conference on Computer and Robot Vision, CRV 2009, 2009. Get it here. Mishra A.K., Fieguth P.W., and Clausi D.A, "A Robust Modular Wavelet Network Based Symbol Classifier", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009. Get it here. Mishra A.K., Eichel J.A., Fieguth P.W., and Clausi D.A, "VizDraw: A platform to convert online hand-drawn graphics into computer graphics", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009. Get it here. Liu Y., and Fieguth P, "Parallel hidden hierarchical fields for multi-scale reconstruction", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Mohebi A., Liu Y., and Fieguth P, "Hierarchical Sampling with Constraints", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Liu Y., and Fieguth P, "Image resolution enhancement with hierarchical hidden fields", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Liu Y., Mohebi A., and Fieguth P, "Modeling of multiscale porous media using multiple Markov random fields", Poromechanics IV - 4th Biot Conference on Poromechanics, 2015. Get it here. Babadi M.Y., Nasihatkon B., Azimifar Z., and Fieguth P, "Probabilistic estimation of braille document parameters", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Kachouie N.N., Fieguth P., and Jervis E, "Watershed deconvolution for cell segmentation", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Mishra A.K., Fieguth P., and Clausi D.A, "Robust snake convergence based on dynamic programming", Proceedings - International Conference on Image Processing, ICIP, 2008. Get it here. Wong A., Fieguth P., and Clausi D, "A perceptually adaptive approach to image denoising using anisotropic non-local means", Proceedings - International Conference on Image Processing, ICIP, 2008. Get it here. Mishra A.K., Wong A., Clausi D.A., and Fieguth P.W, "Adaptive nonlinear image denoising and restoration using a cooperative bayesian estimation approach", Proceedings - 6th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2008, 2008. Get it here. Mishra A., Wong A., Zhang W., Clausi D., and Fieguth P, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS)", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Mishra A.K., Fieguth P., and Clausi D.A, "Accurate boundary localization using dynamic programming on snakes", Proceedings of the 5th Canadian Conference on Computer and Robot Vision, CRV 2008, 2008. Get it here. Wong A., Clausi D., and Fieguth P, "Phase-adaptive image signal fusion using complex-valued wavelets", Proceedings - International Conference on Pattern Recognition, 2008. Get it here. Wong A., Mishra A., Fieguth P., and Clausi D, "An adaptive Monte Carlo approach to nonlinear image denoising", Proceedings - International Conference on Pattern Recognition, 2008. Get it here. Wong A., Mishra A., Fieguth P., Clausi D., Dunk N.M., and Callaghan J.P, "Shape-guided active contour based segmentation and tracking of lumbar vertebrae in video fluoroscopy using complex wavelets", Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", 2008. Get it here. Mohebi A., and Fieguth P, "Statistical fusion and sampling of scientific images", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Amiri M., Azimifar Z., and Fieguth P, "Correlated non-linear wavelet shrinkage", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Kachouie N.N., and Fieguth P, "Background estimation for microscopic cellular images", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Mishra A., Wong A., Zhang W., Clausi D., and Fieguth P, "Improved interactive medical image segmentation using Enhanced Intelligent Scissors (EIS).", Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 2008. Get it here. Kachouie N.N., Fieguth P., and Jervis E, "Stem-cell localization: A deconvolution problem", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2007. Get it here. Wesolkowski S., and Fieguth P, "A probabilistic shading invariant color distance measure", European Signal Processing Conference, 2015. Get it here. Kachouie N.N., and Fieguth P, "A medical texture local binary pattern for TRUS prostate segmentation", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2015. Get it here. Kachouie N.N., and Fieguth P, "Toward an optimal solution for multitarget tracking", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Mohebi A., and Fieguth P, "Constrained sampling using simulated annealing", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Kachouie N.N., Fieguth P., Ramunas J., and Jervis E, "A statistical thresholding method for cell tracking", Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, 2006. Get it here. Kachouie N.N., Fieguth P., and Rahnamayan S, "An elliptical level set method for automatic TRUS prostate image segmentation", Sixth IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, 2015. Get it here. Wesolkowski S., and Fieguth P, "Hierarchical region mean-based image segmentation", Third Canadian Conference on Computer and Robot Vision, CRV 2006, 2015. Get it here. Kachouie N.N., and Fieguth P, "A combined BayesShrink Wavelet-Ridgelet technique for image denoising", 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings, 2015. Get it here. Mohebi A., and Fieguth P, "Posterior sampling of scientific images", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Kachouie N.N., Fieguth P., Ramunas J., and Jervis E, "A model-based hematopoietic stem cell tracker", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2005. Get it here. Quddus A., Fieguth P., and Basir O, "Adaboost and support vector machines for white matter lesion segmentation in MR images", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2005. Get it here. Fieguth P., and Zhang J, "Random Field Models", Handbook of Image and Video Processing, Second Edition, 2015. Get it here. Nezamoddini-Kachouie N., and Fieguth P, "A gabor based technique for image denoising", Canadian Conference on Electrical and Computer Engineering, 2015. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Correlated wavelet shrinkage: Models of local random fields across multiple resolutions", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Kachouie N.N., and Fieguth P, "A narrow-band level-set method with dynamic velocity for neural stem cell cluster segmentation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Kachouie N.N., Lee L.J., and Fieguth P, "A probabilistic living cell segmentation model", Proceedings - International Conference on Image Processing, ICIP, 2015. Get it here. Jin F., Fieguth P., and Winger L, "Image denoising using complex wavelets and Markov prior models", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015. Get it here. Lee L.J., Attias H., Deng L., and Fieguth P, "A multimodal variational approach to learning and inference in switching state space models", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2004. Get it here. Kachouie N.N., Alirezaie J., and Fieguth P, "A Hybrid algorithm using discrete cosine transform and gabor filter bank for texture segmentation", Canadian Conference on Electrical and Computer Engineering, 2004. Get it here. Fieguth P., Bloore P., and Domsa A, "Phase-based methods for Fourier shape matching", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2004. Get it here. Alexander S.K., Fieguth P., and Vrscay E.R, "Hierarchical annealing for scientific models", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2004. Get it here. Alajlan N., Fieguth P., and Kamel M, "Robust shape retrieval using maximum likelihood theory", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Wesolkowski S., and Fieguth P, "Hierarchical regions for image segmentation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Jin F., Fieguth P., and Winger L, "Motion-compensated wavelet video denoising", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Sabri M., and Fieguth P, "A new gabor filter based kernel for texture classification with SVM", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Alexander S.K., Fieguth P., and Vrscay E.R, "Parameterized hierarchical annealing for scientific models", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Nezamoddini-Kachouie N., Fieguth P., and Jernigan E, "Bayesshrink ridgelets for image denoising", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Textures and wavelet-domain joint statistics", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004. Get it here. Weolkowski S., and Fieguth P, "A probabilistic framework for image segmentation", IEEE International Conference on Image Processing, 2003. Get it here. Jin F., Fieguth P., Winger L., and Jernigan E, "Adaptive Wiener filtering of noisy images and image sequences", IEEE International Conference on Image Processing, 2003. Get it here. Jamieson M., Fieguth P., and Lee L.J, "Parametric contour estimation by simulated annealing", IEEE International Conference on Image Processing, 2003. Get it here. Alexander S.K., Fieguth P., and Vrscay E.R, "Image sampling by hierarchical annealing", IEEE International Conference on Image Processing, 2003. Get it here. Wesolkowski S., and Fieguth P, "Color Image Segmentation Using Connected Regions", Canadian Conference on Electrical and Computer Engineering, 2003. Get it here. Alexander S.K., Fieguth P., and Vrscay E.R, "Hierarchical annealing for random image synthesis", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2003. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Hierarchical Markov models for wavelet-domain statistics", IEEE Workshop on Statistical Signal Processing Proceedings, 2003. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Hierarchical multiscale modeling of wavelet-based correlations", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2002. Get it here. Wesolkowski S., and Fieguth P, "Adaptive color image segmentation using markov random fields", IEEE International Conference on Image Processing, 2002. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Towards random field modeling of wavelet statistics", IEEE International Conference on Image Processing, 2002. Get it here. Fieguth P., Menemenlis D., and Fukumori I, "Mapping and pseudo-inverse algorithms for data assimilation", International Geoscience and Remote Sensing Symposium (IGARSS), 2002. Get it here. Mehta V.K., Hammock C.M., Fieguth P.W., and Krim H, "Data fusion of SSM/I channels using multiresolution wavelet transform", International Geoscience and Remote Sensing Symposium (IGARSS), 2002. Get it here. Khellah F.M., and Fieguth P.W, "Efficient interpolation of large image sequences", International Geoscience and Remote Sensing Symposium (IGARSS), 2002. Get it here. Wesolkowski S., and Fieguth P, "A Markov random fields model for hybrid edge- and region-based color image segmentation", Canadian Conference on Electrical and Computer Engineering, 2002. Get it here. Lee L.J., Fieguth P., and Deng L, "A functional articulatory dynamic model for speech production", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2001. Get it here. Wesolkowski S., and Fieguth P, "Color image segmentation using vector angle-based region growing", Proceedings of SPIE - The International Society for Optical Engineering, 2001. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Modeling the correlation structure of images in the wavelet domain", Canadian Conference on Electrical and Computer Engineering, 2001. Get it here. Jin F., Khellah F.M., Fieguth P.W., and Winger L, "Motion estimation of sparse, remotely-sensed fields", Canadian Conference on Electrical and Computer Engineering, 2001. Get it here. Azimifar Z., Fieguth P., and Jernigan E, "Wavelet shrinkage with correlated wavelet coefficients", IEEE International Conference on Image Processing, 2001. Get it here. Fieguth P., and Wesolkowski S, "Highlight and shading invariant color image segmentation using simulated annealing", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2001. Get it here. Sinha S.K., Fieguth P.W., and Polak M.A, "Computer vision techniques for inspection of pipes", Proceedings of the 8th International Conference on Computing in Civil and Building Engineering, 2015. Get it here. Sinha S.K., Fieguth P.W., and Polak M.A, "Development of an integrated system for municipal infrastructure management", 2000 Annual Conference Abstracts - Canadian Society for Civil Engineering, 2015. Get it here. Murray M.J., Allen M.R., and Fieguth P.W, "Application of hierarchical estimation methods to interpolation of SST data", European Space Agency, (Special Publication) ESA SP, 2000. Get it here. Carballo G.F., and Fieguth P.W, "Multiresolution network flow phase unwrapping", International Geoscience and Remote Sensing Symposium (IGARSS), 2000. Get it here. Fieguth P.W., Khellah F.M., Murray M.J., and Allen M.R, "Data fusion of sea-surface temperature data", International Geoscience and Remote Sensing Symposium (IGARSS), 2000. Get it here. Cullen J., Fieguth P., Pounder S., and Whitear K, "Analysis of corneal images for assessing contact lens trauma", IEEE International Conference on Image Processing, 2000. Get it here. Moyung T.J., and Fieguth P.W, "Incremental shape reconstruction using stereo image sequences", IEEE International Conference on Image Processing, 2000. Get it here. Fieguth P.W., and Wan R, "Fast retrieval methods for images with significant variations", IEEE International Conference on Image Processing, 2000. Get it here. Sinha S.K., Fieguth P.W., Polak M.A., and McKim R.A, "Novel system for automatic underground pipe distress detection and classification", Proceedings, Annual Conference - Canadian Society for Civil Engineering, 2015. Get it here. Sinha Sunil K., Karray Fakri, and Fieguth Paul W, "Underground pipe cracks classification using image analysis and neuro-fuzzy algorithm", IEEE International Symposium on Intelligent Control - Proceeding, 1999. Get it here. Yasmin Anisa, Fieguth Paul, and Deng L, "Speech enhancement using voice source models", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1999. Get it here. Fieguth Paul W., and Sinha Sunil K, "Automated analysis and detection of cracks in underground scanned pipes", IEEE International Conference on Image Processing, 1999. Get it here. Ho Terrence T., Fieguth Paul W., and Willsky Alan S, "Recursive multiscale estimation of space-time random fields", IEEE International Conference on Image Processing, 1999. Get it here. Fieguth P.W., Khellah F.M., Murray M.J., and Allen M.R, "Large scale dynamic estimation of ocean surface temperature", International Geoscience and Remote Sensing Symposium (IGARSS), 1999. Get it here. Rehg James M., Murphy Kevin P., and Fieguth Paul W, "Vision-based speaker detection using Bayesian networks", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1999. Get it here. Ho Terrence T., Fieguth Paul W., and Willsky Alan S, "Computationally efficient multiscale estimation of large-scale dynamic systems", IEEE International Conference on Image Processing, 1998. Get it here. Fieguth P.W., Allen M.R., and Murray M.J, "Hierarchical methods for global-scale estimation problems", Canadian Conference on Electrical and Computer Engineering, 1998. Get it here. Fieguth Paul, and Terzopoulos Demetr, "Color-based tracking of heads and other mobile objects at video frame rates", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1997. Get it here. Fieguth Paul W., Willsky Alan S., Menemenlis Dimitris, and Wunsch Carl I, "General multiresolution approach to the estimation of dense fields in remote sensing", IEEE International Conference on Image Processing, 1996. Get it here. Ho Terrence T., Fieguth Paul W., and Willsky Alan S, "Multiresolution stochastic models for the efficient solution of large-scale space-time estimation problems", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1996. Get it here. Fieguth Paul W., Irving William W., and Willsky Alan S, "Multiresolution model development for overlapping trees via canonical correlation analysis", IEEE International Conference on Image Processing, 1996. Get it here. Schneider Michael K., Fieguth Paul W., Karl William C., and Willsky Alan S, "Multiscale methods for the segmentation of images", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1996. Get it here. Fieguth Paul W., Karl William C., and Willsky Alan S, "Multiresolution statistical analysis and assimilation of large ocean data sets", ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1995. Get it here. Schwartz M.J., Barrett J.W., Fieguth P.W., Rosenkranz P.W., Spina M.S., and Staelin D.H, "Passive microwave imagery of a tropical storm near 118 GHz thermal and precipitation structure", International Geoscience and Remote Sensing Symposium (IGARSS), 1994. Get it here. Fieguth P.W., Karl W.C., and Willsky A.S, "A statistical multiscale approach to mapping altimetric data", Proceedings of SPIE - The International Society for Optical Engineering, 1994. Get it here. Fieguth P.W., Willsky A.S., and Karl W.C, "Multiresolution stochastic imaging of satellite oceanographic altimetric data", Proceedings - International Conference on Image Processing, ICIP, 1994. Get it here. Ma A., Gawish A., Lamm M., Wong A., and Fieguth P, "Real-time Spatial-based Projector Resolution Enhancement", Digest of Technical Papers - SID International Symposium, 2018. Get it here. Park J., Kaai K., Hossain S., Sumi N., Rambhatla S., and Fieguth P, "Domain-Guided Spatio-Temporal Self-Attention for Egocentric 3D Pose Estimation", Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2023. Get it here.