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, "Recalibrating Sentinel-1 Additive Noise-Gain with Linear Programming", IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020.
, "TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition", 2020 17th Conference on Computer and Robot Vision (CRV): IEEE, pp. 9–16, 2020.
, "Despeckling vs averaging of retinal UHROCT tomograms: advantages and limitations", Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XV: SPIE, 2011.
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a_multimodal_variational_approach_to_learning_and_inference_in_switching_state_space_models.pdf (494.54 KB)
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a_functional_articulatory_dynamic_model_for_speech_production.pdf (65.25 KB)
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, "Beluga Whale Detection in the Cumberland Sound Bay using Convolutional Neural Networks", Canadian Journal of Remote Sensing, vol. 47, issue 10, pp. 1-19, 2021.
, "Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares", IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2021.
, "EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition", arXiv preprint arXiv:2006.15759, 2020.
, "Sentinel-1 additive noise removal from cross-polarization extra-wide TOPSAR with dynamic least-squares", Remote Sensing of Environment, vol. 248: Elsevier, pp. 111982, 2020.
, "TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition", arXiv, pp. arXiv–2003, 2020.
, "STeW: Real-time Video Facial Emotion Classification via a Compact Sliding Temporal Windowed Deep Neural Network", Journal of Computational Vision and Imaging Systems, vol. 5, no. 1, pp. 1–1, 2019.
, "Hidden Dynamic Models for Speech Processing Applications", Department of Electrical & Computer Engineering, Waterloo, Ontario, Canada, University of Waterloo, 2004.
hidden_dynamic_models_for_speech_processing_applications.pdf (8.71 MB)
hidden_dynamic_models_for_speech_processing_applications.pdf (8.71 MB) , "Evaluation of MAGIC Sea Ice Classifier on 61 Dual Polarization RADARSAT-2 Scenes", IEEE Geoscience and Remote Sensing Symposium, Quebec City, Quebec, Canada, IEEE Geoscience and Remote Sensing Symposium, 2014.
sleigh_igarss_2014.pdf (3 MB)
sleigh_igarss_2014.pdf (3 MB) , "Comprehensive analysis on the effects of noise estimation strategies on image noise artifact suppression performance", IEEE International Symposium on Multimedia, 2011.
, "Comprehensive analysis on the effects of noise estimation strategies on image noise artifact suppression performance", 2011 IEEE International Symposium on Multimedia: IEEE, pp. 97–104, 2011.
, "Automated ice-water classification using dual polarization SAR satellite imagery", IEEE Transactions on Geoscience and Remote Sensing, 2014.
manuscript_two_column.pdf (7.81 MB)
manuscript_two_column.pdf (7.81 MB) , "Automated ice–water classification using dual polarization SAR satellite imagery", IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 9: IEEE, pp. 5529–5539, 2013.
, "Automated Ice-Water Classification using Dual Polarization SAR Imagery", Department of Systems Design Engineering, Waterloo, ON, Canada, University of Waterloo, pp. 110, 2013.
, "Segmentation and feature extraction of retinal vascular morphology", Medical Imaging 2017: Image Processing, vol. 10133: International Society for Optics and Photonics, pp. 101330V, 2017.
, "Use of Gabor filters and deep networks in the segmentation of retinal vessel morphology", Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XV, vol. 10068: International Society for Optics and Photonics, pp. 100680R, 2017.
, "Pixelbnn: Augmenting the pixelcnn with batch normalization and the presentation of a fast architecture for retinal vessel segmentation", Journal of Imaging, vol. 5, no. 2: Multidisciplinary Digital Publishing Institute, pp. 26, 2019.
, "Bacterial conjunctivitis in childhood: etiology, clinical manifestations, diagnosis, and management", Recent patents on inflammation & allergy drug discovery, vol. 12, no. 2: Bentham Science Publishers, pp. 120–127, 2018.
, "17-Year-Old Girl with Painful Toe Swelling", Consultant, vol. 52, pp. 297–298, 2012.
, "Localized acquired hypertrichosis associated with the application of a splint", Case Reports in Pediatrics, vol. 2012: Hindawi, 2012.
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, "Hierarchical grouping approach for fast approximate rgb-d scene flow", 2016 13th Conference on Computer and Robot Vision (CRV): IEEE, pp. 140–147, 2016.
, "Hierarchical Grouping Approach for Fast Approximate RGBD Scene Flow", Conference on Computer and Robot Vision (CRV), 2016.
, "A Semi-supervised Approach for Ice-water Classification Using Dual-Polarization SAR Satellite Imagery", CVPR 2015 Earthvision Workshop, 2015.
cvprw_semi_2015.pdf (9.55 MB)
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cvprw_semi_2015.pdf (9.55 MB) rtf.rtf (550 bytes) , "A Semi-supervised Approach for Ice-water Classification Using Dual-Polarization SAR Satellite Imagery", CVPR 2015 Earthvision Workshop, 2015.
cvprw_semi_2015.pdf (9.55 MB)
cvprw_semi_2015.pdf (9.55 MB) , "A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 28–35, 2015.
, "Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Model", Computer and Robot Vision, 2015.
crv2015_depthcrf.pdf (3.63 MB)
crv2015_depthcrf.pdf (3.63 MB) , "Dense depth map reconstruction from sparse measurements using a multilayer conditional random field model", 2015 12th Conference on Computer and Robot Vision: IEEE, pp. 86–93, 2015.
, "Enhanced Reconstruction of Compressive Sensing MRI via Cross-Domain Stochastically Fully-Connected Random Field Model", Annual Meeting of International Society for Magnetic Resonance in Medicine: http://vip.uwaterloo.ca/files/publications/ISMRM_final_withTitle.pdf, 2015.
, "HIGH DYNAMIC RANGE MAP ESTIMATION VIA FULLY CONNECTED RANDOM FIELDS WITH STOCHASTIC CLIQUES", International Conference on Image Processing, 2015.
2015_hdr.pdf (4.32 MB)
2015_hdr.pdf (4.32 MB) , "High dynamic range map estimation via fully connected random fields with stochastic cliques", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 2159–2163, 2015.
, "Sparse Reconstruction of Compressed Sensing Multi-spectral Data using Cross-Spectral Multi-layered Conditional Random Field Model", SPIE optics and photonics 2015, San Diego, 2015.
, "Sparse reconstruction of compressed sensing multispectral data using a cross-spectral multilayered conditional random field model", Applications of Digital Image Processing XXXVIII, vol. 9599: International Society for Optics and Photonics, pp. 959902, 2015.
, "Combining rotation forests and AdaBoost for hyperspectral imagery classification using few labeled samples", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014.
, "Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples", 2014 IEEE Geoscience and Remote Sensing Symposium: IEEE, pp. 4660–4663, 2014.
, "Comparative Study of Feature Space Projection Methods for Hyperspectral Image Classification", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014.
feature_projection_presentation.pdf (1.08 MB)
feature_projection_presentation.pdf (1.08 MB) , "Comparative study of feature space projection methods for hyperspectral image classification", 2014 IEEE Geoscience and Remote Sensing Symposium: IEEE, pp. 3438–3441, 2014.
, "Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2014.
igarss_poster-fan.pdf (841.47 KB)
igarss_poster-fan.pdf (841.47 KB) , "Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data", 2014 IEEE Geoscience and Remote Sensing Symposium: IEEE, pp. 2727–2730, 2014.
, "Enhanced Reconstruction of Compressive Sensing MRI via Cross-Domain Stochastically Fully-Connected Random Field Model", International Society for Magnetic Resonance in Medicine, 2014.
ismrm_final_withtitle.pdf (397.13 KB) ismrm_3405_eli.pdf (676.29 KB)
ismrm_final_withtitle.pdf (397.13 KB) ismrm_3405_eli.pdf (676.29 KB) , "Generalized local binary patterns for texture classification.", BMVC, vol. 123, pp. 1–11, 2011.
, COMPARISON OF UNSUPERVISED SEGMENTATION METHODS FOR SURFICIAL MATERIALS MAPPING IN NUNAVUT, CANADA, Submitted.
, Enhanced reconstruction of compressive sensing MRI via cross-domain stochastically fully-connected random field model, Submitted.
, "" Human heart-in-a-Jar": An electro-mechanically functional miniature ventricular heart chamber from human pluripotent stem cells.", Journal of pharmacological and toxicological methods, vol. 99, pp. 106595, 2019.
, "Bioengineering an electro-mechanically functional miniature ventricular heart chamber from human pluripotent stem cells", Biomaterials, vol. 163: Elsevier, pp. 116–127, 2018.
, "Simultaneous projector-camera self-calibration for three-dimensional reconstruction and projection mapping", IEEE Transactions on Computational Imaging, vol. 3, no. 1: IEEE, pp. 74–83, 2017.
, "ST-IRGS: A region-based self-training algorithm applied to hyperspectral image classification and segmentation", IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 1: IEEE, pp. 3–16, 2017.
, "Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields", BMC medical imaging, vol. 16, no. 1: BioMed Central, pp. 1–12, 2016.
, "Sparse reconstruction of compressive sensing multi-spectral data using an inter-spectral multi-layered conditional random field model", IEEE Access, vol. 4: IEEE, pp. 5540–5554, 2016.
, "Classification of surficial material in the Umiujalik Lake region using RADARSAT-2 polarimetric, LANDSAT-7 images, and DEM data", Canadian Journal of Remote Sensing, pp. 29-39, 2015.
, "Comparative study of classification methods for surficial materials in the Umiujalik Lake region using RADARSAT-2 polarimetric, Landsat-7 imagery and DEM Data", Canadian Journal of Remote Sensing, 2015.
cjrs_surficial_2015.pdf (2.28 MB)
cjrs_surficial_2015.pdf (2.28 MB) , "Comparative study of classification methods for surficial materials in the Umiujalik Lake region using RADARSAT-2 polarimetric, Landsat-7 imagery and DEM data", Canadian Journal of Remote Sensing, vol. 41, no. 1: Taylor & Francis, pp. 29–39, 2015.
, "Compensated Diffusion Magnetic Resonance Imaging", Vision Letters, 2015.
47-81-1-sm.pdf (201.38 KB)
47-81-1-sm.pdf (201.38 KB) , "Compensated Diffusion Magnetic Resonance Imaging", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 12, 2015.
feature_extraction.pdf (470.74 KB)
feature_extraction.pdf (470.74 KB) , "Feature extraction for hyperspectral imagery via ensemble localized manifold learning", IEEE Geoscience and Remote Sensing Letters, vol. 12, no. 12: IEEE, pp. 2486–2490, 2015.
, "Hyperspectral Image Classification with Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields", IEEE Journal of Selected Topics in Applied Earth observations and Remote Sensing, vol. 8, issue 6, pp. 2427 - 2438, 2015.
ensemble_jstars_2015.pdf (2.6 MB)
ensemble_jstars_2015.pdf (2.6 MB) , "Hyperspectral image classification with limited labeled training samples using enhanced ensemble learning and conditional random fields", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 6: IEEE, pp. 2427–2438, 2015.
, "Illumination-Guided Stereo Correspondence", Illumination-Guided Stereo Correspondence, 2015.
Illumination-Guided Stereo Correspondence (489.7 KB)
Illumination-Guided Stereo Correspondence (489.7 KB) , "Illumination-Guided Stereo Correspondence", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 7, 2015.
grsl_qmctls_2015.pdf (2.07 MB)
grsl_qmctls_2015.pdf (2.07 MB) , "QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images", IEEE Geoscience and Remote Sensing Letters, vol. 12, no. 7: IEEE, pp. 1566–1570, 2015.
, "Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields", arXiv: http://arxiv.org/abs/1512.07947, pp. 9, 2015.
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, "Edgesegnet: A compact network for semantic segmentation", arXiv preprint arXiv:1905.04222, 2019.
, "EdgeSegNet: A Compact Network for Semantic Segmentation", arXiv, pp. arXiv–1905, 2019.
, "Explaining with Impact: A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms", arXiv preprint arXiv:1910.07387, 2019.
, "Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks", arXiv preprint arXiv:1901.09135, 2019.
, "Edgespeechnets: Highly efficient deep neural networks for speech recognition on the edge", arXiv preprint arXiv:1810.08559, 2018.
, "Evaluation of LBP and deep texture descriptors with a new robustness benchmark", European Conference on Computer Vision: Springer, Cham, pp. 69–86, 2016.
, "Curvelet based feature extraction of dynamic ice from SAR imagery", 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS): IEEE, pp. 3462–3465, 2015.
, "Median Robust Extended Local Binary Pattern for Texture Classification", IEEE International Conference on Image Processing, 2015.
, "Extended Local Binary Pattern Fusion for Face Recognition", International Conference on Image Processing, 2014.
icip2014_presentation_final.pdf (992.14 KB)
icip2014_presentation_final.pdf (992.14 KB) , "Extended local binary pattern fusion for face recognition", 2014 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 718–722, 2014.
, "Automatic algorithm for measuring visually evoked pupil size changes from OCT images", Ophthalmic Technologies XXIII, SPIE, 2013.
, "BRINT: A Binary Rotation Invariant and Noise Tolerant Texture Descriptor", International Conference on Image Processing, Melbourne, 2013.
icip2013poster.pdf (973.22 KB)
icip2013poster.pdf (973.22 KB) , "BRINT: A binary rotation invariant and noise tolerant texture descriptor", 2013 IEEE International Conference on Image Processing: IEEE, pp. 255–259, 2013.
, "Complete Optimized Fracturing Design Methodology Yields Efficient Enhanced Production Performance in the South Sulige Field", IPTC 2013: International Petroleum Technology Conference: European Association of Geoscientists & Engineers, pp. cp–350, 2013.
, "ADAPTIVE POST-FILTERING BASED ON LOCAL BINARY PATTERNS", International Conference on Image Processing, Orlando, 2012.
icip_poster_ying.pdf (391.22 KB)
icip_poster_ying.pdf (391.22 KB) , "Adaptive post-filtering based on Local Binary Patterns", 2012 19th IEEE International Conference on Image Processing: IEEE, pp. 2905–2908, 2012.
, "BACKGROUND SUBTRACTION AND DUST STORM DETECTION", IGARSS, Munich, 2012.
igarss.pdf (334.37 KB)
igarss.pdf (334.37 KB) , "Background subtraction and dust storm detection", 2012 IEEE International Geoscience and Remote Sensing Symposium: IEEE, pp. 2179–2181, 2012.
, "Non-local sparse reconstruction of OCT images", SPIE Photonics West (BiOS), 2012.
, "A structure-guided conditional sampling model for video resolution enhancement", IEEE International Conference on Image Processing (IEEE ICIP), 2011.
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icipposter5.pdf (371.94 KB) , "A structure-guided conditional sampling model for video resolution enhancement", 2011 18th IEEE International Conference on Image Processing: IEEE, pp. 1169–1172, 2011.
, "Combining Sorted Random Features for Texture Classification", International Conference on Image Processing, Brussels, 2011.
lily_icip2011.pdf (203.52 KB) liicip2011poster.pdf (488.51 KB)
lily_icip2011.pdf (203.52 KB) liicip2011poster.pdf (488.51 KB) , "Combining sorted random features for texture classification", 2011 18th IEEE International Conference on Image Processing: IEEE, pp. 833–836, 2011.
, "Generalized Local Binary Patterns for Texture Classification", British Machine Vision Conference, Dundee, 2011.
lily_bmvc2011.pdf (308.64 KB) bmvc2011posterliliu.pdf (515.18 KB)
lily_bmvc2011.pdf (308.64 KB) bmvc2011posterliliu.pdf (515.18 KB) , "Sorted Random Projections for Robust Texture Classification", International Conference on Computer Vision (ICCV), Barcelona, 2011.
, "Sorted Random Projections for Robust Texture Classification", International Conference on Computer Vision (ICCV), Barcelona, 2011.
lili_iccv2011.pdf (1.1 MB) liliuiccvposterv1.pdf (3.16 MB)
lili_iccv2011.pdf (1.1 MB) liliuiccvposterv1.pdf (3.16 MB) , "Sorted random projections for robust texture classification", 2011 international conference on computer vision: IEEE, pp. 391–398, 2011.
, "Compressed sensing for robust texture classification", 10th Asian Conference on Computer Vision (ACCV'10), 2010.
lily_accv2010.pdf (335.91 KB)
lily_accv2010.pdf (335.91 KB) , "Compressed sensing for robust texture classification", Asian Conference on Computer Vision: Springer, Berlin, Heidelberg, pp. 383–396, 2010.
, "Remote sensing image synthesis", 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010.
remote_sensing_image_synthesis.pdf (901.83 KB)
remote_sensing_image_synthesis.pdf (901.83 KB) , "Remote sensing image synthesis", 2010 IEEE International Geoscience and Remote Sensing Symposium: IEEE, pp. 2467–2470, 2010.
, "Texture classification using compressed sensing", This paper presents a simple, novel, yet very powerful approach for texture classification based on compressed sensing and bag of words model, suitable for large texture database applications with images obtained under unknown viewpoint and illumination. , 2010.
texture_classification_using_compressed_sensing.pdf (4.52 MB)
texture_classification_using_compressed_sensing.pdf (4.52 MB) , "Texture classification using compressed sensing", 2010 Canadian Conference on Computer and Robot Vision: IEEE, pp. 71–78, 2010.
, "Image resolution enhancement with hierarchical hidden fields", 6th International Conference on Image Analysis and Recognition, 2009.
image_resolution_enhancement_with_hierarchical_hidden_fields.pdf (470.52 KB)
image_resolution_enhancement_with_hierarchical_hidden_fields.pdf (470.52 KB) , "Image resolution enhancement with hierarchical hidden fields", International Conference Image Analysis and Recognition: Springer, Berlin, Heidelberg, pp. 73–82, 2009.
, "Modeling of multiscale porous media using multiple Markov random fields", Fourth Biot Conference on Poromechanics, New York, 2009.
, "Parallel hidden hierarchical fields for multi-scale reconstruction", 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009.
parallel_hidden_hierarchical_fields_for_multi-scale_reconstruction.pdf (757.35 KB)
parallel_hidden_hierarchical_fields_for_multi-scale_reconstruction.pdf (757.35 KB) , "Parallel hidden hierarchical fields for multi-scale reconstruction", International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition: Springer, Berlin, Heidelberg, pp. 70–83, 2009.
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, "Deep learning for generic object detection: A survey", International journal of computer vision, vol. 128, no. 2: Springer US, pp. 261–318, 2020.
, "Detecting Pulse Rates From Facial Videos Recorded in Unstable Lighting Conditions: An Adaptive Spatiotemporal Homomorphic Filtering Algorithm", IEEE Transactions on Instrumentation and Measurement, vol. 70: IEEE, pp. 1–15, 2020.
, "Detecting pulse wave from unstable facial videos recorded from consumer-level cameras: a disturbance-adaptive orthogonal matching pursuit", IEEE Transactions on Biomedical Engineering: IEEE, 2020.
, "Detection of marginal ice zone in Synthetic Aperture Radar imagery using curvelet-based features: a case study on the Canadian East Coast", Journal of Applied Remote Sensing, vol. 13, no. 1: International Society for Optics and Photonics, pp. 014505, 2019.
, "From BoW to CNN: Two decades of texture representation for texture classification", International Journal of Computer Vision, vol. 127, no. 1: Springer US, pp. 74–109, 2019.
, "Texture classification in extreme scale variations using GANet", IEEE Transactions on Image Processing, vol. 28, no. 8: IEEE, pp. 3910–3922, 2019.
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, "Local binary features for texture classification: Taxonomy and experimental study", Pattern Recognition, vol. 62: Pergamon, pp. 135–160, 2017.
, "Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour", Remote Sensing, vol. 8, no. 6: Multidisciplinary Digital Publishing Institute, pp. 480, 2016.
, "Automatic tracking of pupillary dynamics from in vivo functional optical coherence tomography images", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, vol. 4, no. 5: Taylor & Francis, pp. 306–316, 2016.
, "Extended local binary patterns for face recognition", Information Sciences, vol. 358: Elsevier, pp. 56–72, 2016.
, "Median robust extended local binary pattern for texture classification", IEEE Transactions on Image Processing, vol. 25, no. 3: IEEE, pp. 1368–1381, 2016.
, "Random projections and Single BoW for fast and Robust texture segmentation", Information Sciences, vol. 370: Elsevier, pp. 428–445, 2016.
, "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.
2015_tcsvt_fusing_sorted_random_projections_for_robust_texture_classification_and_material_categorization.pdf (7.03 MB)
2015_tcsvt_fusing_sorted_random_projections_for_robust_texture_classification_and_material_categorization.pdf (7.03 MB) , "Fusing Sorted Random Projections for Robust Texture Classification and Material Categorization", IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, pp. 482 - 496, 2015.
2015_tcsvt_fusing_sorted_random_projections_for_robust_texture_classification_and_material_categorization.pdf (7.03 MB)
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, "BRINT: Binary Rotation Invariant and Noise Tolerant Texture Classification", IEEE Transactions on Image Processing, vol. 23, 2014.
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tipacceptedsubmitdouble.pdf (2.13 MB) , "BRINT: binary rotation invariant and noise tolerant texture classification", IEEE transactions on Image Processing, vol. 23, no. 7: IEEE, pp. 3071–3084, 2014.
, "Fusing sorted random projections for robust texture and material classification", IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 3: IEEE, pp. 482–496, 2014.
, "Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions", BMC medical imaging, vol. 14, no. 1: BioMed Central, pp. 37, 2014.
, "Extended Local Binary Patterns for Texture Classification", Image and Vision Computing, vol. 30, pp. 86 - 99, 2012.
, "Extended local binary patterns for texture classification", Image and Vision Computing, vol. 30, no. 2: Elsevier, pp. 86–99, 2012.
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, "Sorted Random Projections for Robust Rotation Invariant Texture Classification", Pattern Recognition, vol. 45, pp. 2405-2418, 05/12, 2012.
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, "Texture classification from random features", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, issue 3, pp. 574 - 586, 2012.
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paper1journallifieguth_final.pdf (2.16 MB) , "Texture classification from random features", IEEE transactions on pattern analysis and machine intelligence, vol. 34, no. 3: IEEE, pp. 574–586, 2012.
, "Synthesis of remote sensing label fields using a tree-structured hierarchical model", IEEE Transactions on Geoscience and Remote Sensing, vol. 49, pp. 2060-2070, 2011.
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synthesis_of_remote_sensing_label_fields_using_a_tree-structured_hierarchical_model.pdf (1.5 MB) , "Synthesis of remote sensing label fields using a tree-structured hierarchical model", IEEE transactions on geoscience and remote sensing, vol. 49, no. 6: IEEE, pp. 2060–2070, 2011.
, "Modeling of multiscale porous media using multiple markov random fields", 4th Biot, 2009.
, "Hidden Hierarchical Markov Fields for Image Modeling", Department of Systems Design Engineering, Waterloo, Ontario, Canada, University of Waterloo, 2011.
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