Submitted
, A new Mercer sigmoid kernel, Submitted.
, A ROUTE-PLANNING SYSTEM FOR ELDERLY DRIVERS, Submitted.
, A Visual-Inertial Hybrid Controller Approach to Improving Immersion in 3D Video Games, vol. 2, no. 2, Submitted.
, An RFID Based Solution to Dementia and Wandering, Submitted.
, An Ultrasound and Tactile Skirt Enabled Wheelchair, Submitted.
, Automatic Target Detection and Model Acquisition for 3D Visual Tracking of Human Body Parts, Submitted.
, BoW meets CNN: Two decades of Texture Representation, Submitted.
, Comparative Analysis of Environment Recognition Systems for Control of Lower-Limb Exoskeletons and Prostheses, Submitted.
, COMPARISON OF UNSUPERVISED SEGMENTATION METHODS FOR SURFICIAL MATERIALS MAPPING IN NUNAVUT, CANADA, Submitted.
, Compensated lens-free light field microscopy, Submitted.
, CRV 2020, Submitted.
, Enhanced reconstruction of compressive sensing MRI via cross-domain stochastically fully-connected random field model, Submitted.
, Face Detection Based on Information Theoretic Tools, Submitted.
, "Fast YOLO: A fast you only look once system for real-time embedded object detection in video. arXiv 2017", arXiv preprint arXiv:1709.05943, Submitted.
, "Fluorescence microscopy image noise reduction using a stochastically-connected random field model", Nature Scientific Reports, Submitted.
, Forget-Me-Not: Loss-Prevention for Seniors, Submitted.
, Golf Assist: Alleviating Joint Pain in Elderly Golfers, Submitted.
, Learning and Recognition, Submitted.
, Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges, Submitted.
, Motorized Step Rollator for Elderly Home Safety, Submitted.
, Pocket Library for the Visually Impaired, Submitted.
, Quantitative Analysis of C2 Tactors, Submitted.
, Radiomics Features Analysis for Tumor Characterization in Pancreatic Ductal Adenocarcinoma, Submitted.
, ROBUST HUMAN SKIN DETECTION IN COMPLEX ENVIRONMENTS, Submitted.
, xii, Submitted.
In Press
, "Creating discriminative models for time series classification and clustering by HMM ensembles", IEEE Transactions on Cybernetics, In Press.
paper_codes.zip (172.97 KB)
paper_codes.zip (172.97 KB) 2020
, "Chromophore selective multi-wavelength photoacoustic remote sensing (Conference Presentation)", Photons Plus Ultrasound: Imaging and Sensing 2020, vol. 11240: International Society for Optics and Photonics, pp. 112400H, 2020.
, "DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images", International Workshop on Ophthalmic Medical Image Analysis: Springer, Cham, pp. 32–41, 2020.
, "Event Detection in Coarsely Annotated Sports Videos via Parallel Multi-Receptive Field 1D Convolutions", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 882–883, 2020.
, "FunSyn-Net: enhanced residual variational auto-encoder and image-to-image translation network for Fundus Image Synthesis", Medical Imaging 2020: Image Processing, vol. 11313: International Society for Optics and Photonics, pp. 113132M, 2020.
, "Interpretation of deep learning using attributions: application to ophthalmic diagnosis", Applications of Machine Learning 2020, vol. 11511: International Society for Optics and Photonics, pp. 115110A, 2020.
, "Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification", Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, pp. 244–250, 2020.
, "Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 1241–1250, 2020.
, "Squeeze-and-Attention Networks for Semantic Segmentation", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 13065–13074, 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.
, "Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis", The IEEE Winter Conference on Applications of Computer Vision, pp. 2645–2654, 2020.
, "What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?", International Workshop on Ophthalmic Medical Image Analysis: Springer, Cham, pp. 21–31, 2020.
, "A computerised system for measurement of the radial displacement of the intervertebral disc using a laser scanning device", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, vol. 8, no. 3: Taylor & Francis, pp. 287–293, 2020.
, "A Frustum-based probabilistic framework for 3D object detection by fusion of LiDAR and camera data", ISPRS Journal of Photogrammetry and Remote Sensing, vol. 159: Elsevier, pp. 90–100, 2020.
, "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, no. 1: BioMed Central, pp. 1–12, 2020.
, "A review of uncertainty quantification in deep learning: Techniques, applications and challenges", arXiv preprint arXiv:2011.06225, 2020.
, "A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning", arXiv preprint arXiv:2012.13628, 2020.
, "Adaptive vision-based detection of laser-material interaction for directed energy deposition", Additive Manufacturing, vol. 36: Elsevier, pp. 101468, 2020.
, "AI-enabled remote and objective quantification of stress at scale", Biomedical Signal Processing and Control, vol. 59: Elsevier, pp. 101929, 2020.
, "An Innovative Eigenvector-Based Method for Traffic Light Scheduling", Journal of Advanced Transportation, vol. 2020: Hindawi, 2020.
, "AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers", arXiv preprint arXiv:2009.14385, 2020.
, "Automatic extraction of risk factors for dialysis patients from clinical notes using natural language processing techniques", Stud Health Technol Inform, vol. 270, pp. 53–57, 2020.
, "Covid-net: A tailored deep convolutional neural network design for detection of covid-19 cases from chest x-ray images", Scientific Reports, vol. 10, no. 1: Nature Publishing Group, pp. 1–12, 2020.
, "Covidnet-ct: A tailored deep convolutional neural network design for detection of covid-19 cases from chest ct images", Frontiers in Medicine, vol. 7: Frontiers Media SA, 2020.
, "Deep learning for generic object detection: A survey", International journal of computer vision, vol. 128, no. 2: Springer US, pp. 261–318, 2020.
, "Deep Neural Network Perception Models and Robust Autonomous Driving Systems", arXiv preprint arXiv:2003.08756, 2020.
, "Deep Neural Network Perception Models and Robust Autonomous Driving Systems", arXiv, pp. arXiv–2003, 2020.
, "Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement", IEEE Signal Processing Magazine, vol. 38, no. 1: IEEE, pp. 22–30, 2020.
, "DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation", arXiv preprint arXiv:2004.08008, 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.
, "Efficacy of sofosbuvir/velpatasvir (s/v): impact of treatment adherence", Journal of Hepatology, vol. 73: Elsevier, pp. S362–S363, 2020.
, "Eliminating structural barriers: the impact of unrestricted access on hepatitis C treatment uptake among people living with human immunodeficiency virus", Clinical Infectious Diseases, vol. 71, no. 2: Oxford University Press US, pp. 363–371, 2020.
, "EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition", arXiv preprint arXiv:2006.15759, 2020.
, "Evaluation of a Neural Network With Uncertainty for Detection of Ice and Water in SAR Imagery", IEEE Transactions on Geoscience and Remote Sensing: IEEE, 2020.
, "ExoNet Database: Wearable Camera Images of Human Locomotion Environments", bioRxiv: Cold Spring Harbor Laboratory, 2020.
, "Exploring the regional disc bulge response of the cervical porcine intervertebral disc under varying loads and posture", Journal of Biomechanics: Elsevier, pp. 109713, 2020.
, "Global chlorophyll-a concentration estimation from moderate resolution imaging spectroradiometer using convolutional neural networks", Journal of Applied Remote Sensing, vol. 14, no. 3: International Society for Optics and Photonics, pp. 034520, 2020.
, "Hepatitis C virus infection characteristics and treatment outcomes in Canadian immigrants", BMC Public Health, vol. 20, no. 1: BioMed Central, pp. 1–7, 2020.
, "How Much Can We Really Trust You? Towards Simple, Interpretable Trust Quantification Metrics for Deep Neural Networks", arXiv preprint arXiv:2009.05835, 2020.
, "Improving maximal safe brain tumor resection with photoacoustic remote sensing microscopy", Scientific Reports, vol. 10, no. 1: Nature Publishing Group, pp. 1–7, 2020.
, "Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling", Remote Sensing, vol. 12, no. 9: Multidisciplinary Digital Publishing Institute, pp. 1425, 2020.
, "Liver fibrosis in HIV-Hepatitis C virus (HCV) co-infection before and after sustained virologic response: what is the best non-invasive marker for monitoring regression?", Clinical Infectious Diseases, 2020.
, "Lumbar Intervertebral Kinematics During an Unstable Sitting Task and Its Association With Standing-Induced Low Back Pain", Journal of Applied Biomechanics, vol. 36, no. 6: Human Kinetics, pp. 423–435, 2020.
, "Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising", IEEE Transactions on Geoscience and Remote Sensing: IEEE, 2020.
, "Pharmaceutical, clinical, and resistance information on doravirine, a novel non-nucleoside reverse transcriptase inhibitor for the treatment of HIV-1 infection", Drugs in Context, vol. 9: BioExcel Publishing Ltd, 2020.
, "Quantization in Relative Gradient Angle Domain For Building Polygon Estimation", arXiv preprint arXiv:2007.05617, 2020.
, "Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing", Sensors, vol. 20, no. 5: Multidisciplinary Digital Publishing Institute, pp. 1539, 2020.
, "Repeated false reactive ADVIA centaur® and bio-rad Geenius™ HIV tests in a patient self-administering anabolic steroids", BMC Infectious Diseases, vol. 20, no. 1: BioMed Central, pp. 1–4, 2020.
, "Semi-supervised Anomaly Detection using AutoEncoders", arXiv preprint arXiv:2001.03674, 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.
, "Specific class of intrapartum antibiotics relates to maturation of the infant gut microbiota: a prospective cohort study", BJOG: An International Journal of Obstetrics & Gynaecology, vol. 127, no. 2, pp. 217–227, 2020.
, "Text Detection and Recognition in the Wild: A Review", arXiv preprint arXiv:2006.04305, 2020.
, "The Z-Profile Study: a multicenter, retrospective cohort study to assess the real-world use and effectiveness of elbasvir/grazoprevir in Canadian adult patients with chronic hepatitis C", Canadian Liver Journal: University of Toronto Press, pp. e20190029, 2020.
, "TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition", arXiv, pp. arXiv–2003, 2020.
, "TinySpeech: Attention condensers for deep speech recognition neural networks on edge devices", arXiv preprint arXiv:2008.04245, 2020.
, "Towards computer-aided severity assessment: training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity", arXiv preprint arXiv:2005.12855, 2020.
, "Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing", Scientometrics: Springer International Publishing, pp. 1–15, 2020.
, "Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field", IEEE Geoscience and Remote Sensing Letters: IEEE, 2020.
, "Vulnerability Under Adversarial Machine Learning: Bias or Variance?", arXiv preprint arXiv:2008.00138, 2020.
, "Where Does Trust Break Down? A Quantitative Trust Analysis of Deep Neural Networks via Trust Matrix and Conditional Trust Densities", arXiv preprint arXiv:2009.14701, 2020.
, "Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data", arXiv preprint arXiv:2010.07816, 2020.
US Patent App. 15/821,791
US Patent App. 16/829,441
US Patent 10,761,019
US Patent App. 16/572,342
US Patent 10,530,975
US Patent 10,709,342
, System, method and apparatus for measuring polarization using spatially-varying polarization beams, 2020.
US Patent 10,837,897
2019
, "A case study of trust on autonomous driving", 2019 IEEE Intelligent Transportation Systems Conference (ITSC): IEEE, pp. 4368–4373, 2019.
, "A multispectral Bayesian-based computational microscopy method for enhancing image quality", Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII, vol. 10881: International Society for Optics and Photonics, pp. 1088117, 2019.
, "A Random Field Computational Adaptive Optics Framework for Optical Coherence Microscopy", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 283–294, 2019.
, "Acfnet: Attentional class feature network for semantic segmentation", Proceedings of the IEEE International Conference on Computer Vision, pp. 6798–6807, 2019.
, "Affine Variational Autoencoders", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 461–472, 2019.
, "Assessing Architectural Similarity in Populations of Deep Neural Networks", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "Attonets: Compact and efficient deep neural networks for the edge via human-machine collaborative design", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 16–19, 2019.
, "Compensated Row-Column Ultrasound Imaging Systems with Data-Driven Point Spread Function Learning", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 429–441, 2019.
, "Cross-domain diabetic retinopathy detection using deep learning", Applications of Machine Learning, vol. 11139: International Society for Optics and Photonics, pp. 111390V, 2019.
, "Direct-Acting Antiviral Treatment Failure Among Hepatitis C and HIV–Coinfected Patients in Clinical Care", Open Forum Infectious Diseases, vol. 6, no. 3: Oxford University Press US, pp. ofz055, 2019.
, "Discovery Radiomics for Detection of Severely Atypical Melanocytic Lesions (SAML) from Skin Imaging via Deep Residual Group Convolutional Radiomic Sequencer", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 307–315, 2019.
, "Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates", 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): IEEE, pp. 667–675, 2019.
, "Enhanced spectral lightfield fusion microscopy via deep computational optics for whole-slide pathology", Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXVI, vol. 10883: International Society for Optics and Photonics, pp. 1088312, 2019.
, "Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery", 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS): IEEE, pp. 1–5, 2019.
, "Feature engineering workflow for activity recognition from synchronized inertial measurement units", Asian Conference on Pattern Recognition: Springer, Singapore, pp. 223–231, 2019.
, "FRESCO: Fast Radiometric Egocentric Screen Compensation", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "Fully automated corneal nerve segmentation algorithm for corneal nerves analysis from in-vivo UHR-OCT images", Ophthalmic Technologies XXIX, vol. 10858: International Society for Optics and Photonics, pp. 1085823, 2019.
, "Fundus camera versus smartphone camera attachment: image quality analysis", Current Developments in Lens Design and Optical Engineering XX, vol. 11104: International Society for Optics and Photonics, pp. 111040A, 2019.
, "Golfdb: A video database for golf swing sequencing", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "Human Centered Artificial Intelligence: Weaving UX into Algorithmic Decision Making", RoCHI 2019: International Conference on Human-Computer Interaction, 2019.
, "INCREASED CONTROLLED ATTENUATED PARAMETER (CAP) IS ASSOCIATED WITH METABOLIC SYNDROME AND HIGHER LIVER STIFFNESS MEASUREMENT IN CHRONIC HEPATITIS B PATIENTS WITH HEPATIC STEATOSIS ENROLLED IN THE CANADIAN HBV NETWORK", HEPATOLOGY, vol. 70: WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA, pp. 582A–583A, 2019.
, "Investigating the automatic classification of algae using the spectral and morphological characteristics via deep residual learning", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 269–280, 2019.
, "KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 220–231, 2019.
, "NetScore: Towards universal metrics for large-scale performance analysis of deep neural networks for practical on-device edge usage", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 15–26, 2019.
, "P-35: Human Visual System Inspired Artifact Reduction in Projector Compensation", SID Symposium Digest of Technical Papers, vol. 50, no. 1, pp. 1366–1369, 2019.
, "P-59: Robust Visual Enhancement of Moving Contents in Projected Imagery", SID Symposium Digest of Technical Papers, vol. 50, no. 1, pp. 1456–1459, 2019.
, "Pose-projected action recognition hourglass network (parhn) in soccer", 2019 16th Conference on Computer and Robot Vision (CRV): IEEE Computer Society, pp. 201–208, 2019.
, "Preliminary design of an environment recognition system for controlling robotic lower-limb prostheses and exoskeletons", 2019 IEEE 16th International Conference on Rehabilitation Robotics (ICORR): IEEE, pp. 868–873, 2019.
, "Prior therapy with sofosbuvir/velpatasvir associated with reduced response to sofosbuvir/velpatasvir/voxilaprevir: results from a Canadian prospective registry", HEPATOLOGY, vol. 70: WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA, pp. 981A–981A, 2019.
, "Real-world effectiveness and renal safety of tenofovir alafenamide fumarate among chronic hepatitis B patients in Canada", Journal of Hepatology, vol. 70: ELSEVIER SCIENCE BV PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS, pp. E463–E464, 2019.
, "Resolution-enhanced digital epiluminescence microscopy using deep computational optics", Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XVII, vol. 10881: International Society for Optics and Photonics, pp. 108811P, 2019.
, "Robust Visual Enhancement of Moving Contents in Projected Imagery", Society for Information Display International Symposium (SID), 2019.
, "Robustifying Direct VO to Large Baseline Motions", International Joint Conference on Computer Vision, Imaging and Computer Graphics: Springer, Cham, pp. 477–496, 2019.
, "RUNet: A Robust UNet Architecture for Image Super-Resolution", Computer Vision and Pattern Recognition Workshop, 2019.
, "RUNet: A Robust UNet Architecture for Image Super-Resolution", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles.", CVPR Workshops, pp. 95–98, 2019.
, "SANE: Towards Improved Prediction Robustness via Stochastically Activated Network Ensembles.", CVPR Workshops, pp. 103–111, 2019.
, "Slam-Based Multi-Sensor Backpack Lidar Systems in Gnss-Denied Environments", IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium: IEEE, pp. 8984–8987, 2019.
, "STAR-Net: Action recognition using spatio-temporal activation reprojection", 2019 16th Conference on Computer and Robot Vision (CRV): IEEE, pp. 49–56, 2019.
, "Temporal hockey action recognition via pose and optical flows", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "TENOFOVIR ALAFENAMIDE FUMARATE IS EFFECTIVE AND HAS SUPERIOR RENAL SAFETY MAINLY AMONG STAGE 2 CHRONIC KIDNEY DISEASE (CKD): REAL-WORLD STUDY FROM THE CANADIAN HEPATITIS B NETWORK (CANHEPB)", HEPATOLOGY, vol. 70: WILEY 111 RIVER ST, HOBOKEN 07030-5774, NJ USA, pp. 304A–305A, 2019.
, "Towards computer vision powered color-nutrient assessment of puréed food", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 0–0, 2019.
, "TriResNet: A Deep Triple-Stream Residual Network for Histopathology Grading", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 369–382, 2019.
, "Two-stream action recognition in ice hockey using player pose sequences and optical flows", 2019 16th Conference on Computer and Robot Vision (CRV): IEEE, pp. 181–188, 2019.
, "Unsupervised Deep Shape from Template", International Conference on Image Analysis and Recognition: Springer, Cham, pp. 440–451, 2019.
, "Visualizing Deep Networks by Optimizing with Integrated Gradients.", CVPR Workshops, vol. 2, 2019.
, "" 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.
, "2D-Multiple Signal Processing Approach to Human Orientation Monitoring Using Millimeter-wave FMCW Radar", Journal of Computational Vision and Imaging Systems, vol. 5, no. 1, pp. 2–2, 2019.
, "A bayesian joint decorrelation and despeckling of sar imagery", IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 9: IEEE, pp. 1393–1397, 2019.
, "A Comparative Study Between Apparent Diffusion Imaging and Correlated Diffusion Imaging for Prostate Cancer", Journal of Computational Vision and Imaging Systems, vol. 5, no. 1, pp. 1–1, 2019.
, "A unified formulation for visual odometry", arXiv preprint arXiv:1903.04253, 2019.
, "Accounting for permafrost creep in high-resolution snow depth mapping by modelling sub-snow ground deformation", Remote Sensing of Environment, vol. 231: Elsevier, pp. 111275, 2019.
, "Affine Variational Autoencoders: An Efficient Approach for Improving Generalization and Robustness to Distribution Shift", arXiv preprint arXiv:1905.05300, 2019.
, "Anomaly detection in images", arXiv preprint arXiv:1905.13147, 2019.
, "AnoNet: Weakly Supervised Anomaly Detection in Textured Surfaces", arXiv preprint arXiv:1911.10608, 2019.
, "Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets", arXiv preprint arXiv:1905.01347, 2019.
, "Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning", arXiv preprint arXiv:1904.09633, 2019.
, "Characteristics and outcomes of antiretroviral-treated HIV-HBV co-infected patients in Canada?", BMC infectious diseases, vol. 19, no. 1: BioMed Central, pp. 982, 2019.
, "Choosing agile or plan-driven enterprise resource planning (ERP) implementations–A study on 21 implementations from 20 companies", arXiv preprint arXiv:1906.05220, 2019.
, "Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data", IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 10: IEEE, pp. 7476–7491, 2019.
, "Controlled physiomimetic preload augments inotropic sensitivity and contractile phenotypes in human pluripotent stem cell-derived engineered cardiac tissues and chambers.", Journal of Pharmacological and Toxicological Methods, vol. 99, pp. 106595–106595, 2019.
, "Correlation between frataxin expression and contractility revealed by in vitro Friedreich’s ataxia cardiac tissue models engineered from human pluripotent stem cells", Stem cell research & therapy, vol. 10, no. 1: BioMed Central, pp. 1–11, 2019.
, "Daclatasvir and sofosbuvir with ribavirin for 24 weeks in chronic hepatitis C genotype-3-infected patients with cirrhosis: a Phase III study (ALLY-3C)", Antivir Ther, vol. 24, no. 1, pp. 35–44, 2019.
, "Data fusion and data assimilation of ice thickness observations using a regularisation framework", Tellus A: Dynamic Meteorology and Oceanography, vol. 71, no. 1: Taylor & Francis, pp. 1564487, 2019.
, "DeepLABNet: End-to-end Learning of Deep Radial Basis Networks", Journal of Computational Vision and Imaging Systems, vol. 5, no. 1, pp. 1–1, 2019.
, "DeepLABNet: End-to-end Learning of Deep Radial Basis Networks with Fully Learnable Basis Functions", arXiv preprint arXiv:1911.09257, 2019.
, "Democratisation of Usable Machine Learning in Computer Vision", arXiv preprint arXiv:1902.06804, 2019.
, "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.
, Digital Holographic Microscopy: Elsevier, 2019.
, "Directly visualizing drug-induced arrhythmias with aligned human pluripotent stem cell-based ventricular cardiac anisotropic sheet.", Journal of Pharmacological and Toxicological Methods, vol. 99, pp. 106595–106595, 2019.
, "Discovery radiomics with CLEAR-DR: interpretable computer aided diagnosis of diabetic retinopathy", IEEE Access, vol. 7: IEEE, pp. 25891–25896, 2019.
, "Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms", arXiv, pp. arXiv–1910, 2019.
, "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.
, "Efficacy and safety of doravirine/lamivudine/tenofovir disoproxil fumarate (DOR/3TC/TDF) in treatment-naive adults with HIV-1 and transmitted nonnucleoside reverse transcriptase inhibitor resistance mutations", Journal of acquired immune deficiency syndromes (1999), vol. 82, no. 4: Wolters Kluwer Health, pp. e47, 2019.
, "Efficacy and Safety of Doravirine/Lamivudine/Tenofovir Disoproxil Fumarate (DOR/3TC/TDF) in Treatment-Naïve HIV-1 Infected Adults with Transmitted Non-Nucleoside Reverse Transcriptase Inhibitor (NNRTI) Resistance Mutations", JAIDS Journal of Acquired Immune Deficiency Syndromes: LWW, 2019.
, "Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration", arXiv preprint arXiv:1905.07836, 2019.
, "Epidemiologic and clinical features of chronic hepatitis B virus infection in 8 Canadian provinces: a descriptive study by the Canadian HBV Network", CMAJ open, vol. 7, no. 4: Canadian Medical Association, pp. E610, 2019.
, "Equivalence Relations for Computing Permutation Polynomials", arXiv preprint arXiv:1911.12823, 2019.
, "Explaining with Impact: A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms", arXiv preprint arXiv:1910.07387, 2019.
, "Fairest of them all: Establishing a strong baseline for cross-domain person reid", arXiv preprint arXiv:1907.12016, 2019.
, "Food for thought: Ethical considerations of user trust in computer vision", arXiv preprint arXiv:1905.12487, 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.
, "Fully automated segmentation algorithm for corneal nerves analysis from in-vivo UHR-OCT images", Investigative Ophthalmology & Visual Science, vol. 60, no. 9: The Association for Research in Vision and Ophthalmology, pp. 167–167, 2019.
, "Fully-Automatic Semantic Segmentation for Food Intake Tracking in Long-Term Care Homes", arXiv preprint arXiv:1910.11250, 2019.
, "Functional and immunogenic characterization of diverse HCV glycoprotein E2 variants", Journal of hepatology, vol. 70, no. 4: Elsevier, pp. 593–602, 2019.
, "Generative adversarial networks and conditional random fields for hyperspectral image classification", IEEE transactions on cybernetics: IEEE, 2019.
, "Generative Modeling for Retinal Fundus Image Synthesis", Journal of Computational Vision and Imaging Systems, vol. 5, no. 1, pp. 2–2, 2019.
, "GenSynth: a generative synthesis approach to learning generative machines for generate efficient neural networks", Electronics Letters, vol. 55, no. 18: IET, pp. 986–989, 2019.
, "GenSyth: a new way to understand deep learning", Electronics Letters, vol. 55, no. 18: IET, pp. 970–971, 2019.
, Hemodynamic Imaging: Elsevier, 2019.
, "Human Cardiac Ventricular-Like Organoid Chambers and Tissue Strips From Pluripotent Stem Cells as a Two-Tiered Assay for Inotropic Responses", Clinical Pharmacology & Therapeutics, vol. 106, no. 2, pp. 402–414, 2019.
, "Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving", arXiv preprint arXiv:1909.05587, 2019.
, "Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving", arXiv, pp. arXiv–1909, 2019.
, "Imaging-genomic study of head and neck squamous cell carcinoma: Associations between radiomic phenotypes and genomic mechanisms via integration of The Cancer Genome Atlas and The Cancer Imaging Archive", JCO clinical cancer informatics, vol. 3: American Society of Clinical Oncology, pp. 1–9, 2019.
, "Implications of computer vision driven assistive technologies towards individuals with visual impairment", arXiv preprint arXiv:1905.07844, 2019.
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US Patent 9,736,442
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, "Spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging", Biomedical optics express, vol. 7, no. 12: Optical Society of America, pp. 4874–4885, 2016.
, "StochasticNet in StochasticNet", Journal of Computational Vision and Imaging Systems, vol. 2, no. 1, 2016.
, "StochasticNet: Forming Deep Neural networks via Stochastic Connectivity", IEEE Access Journal, vol. 4, 04/2016.
, "Stochasticnet: Forming deep neural networks via stochastic connectivity", IEEE Access, vol. 4: IEEE, pp. 1915–1924, 2016.
, "Structure and vasculature of the human corneo-scleral limbus as imaged in-vivo with sub-micrometer axial resolution OCT", Investigative Ophthalmology & Visual Science, vol. 57, no. 12: The Association for Research in Vision and Ophthalmology, pp. 436–436, 2016.
, "SU-C-BRA-05: Delineating High-Dose Clinical Target Volumes for Head and Neck Tumors Using Machine Learning Algorithms", Medical physics, vol. 43, no. 6Part2: American Association of Physicists in Medicine, pp. 3321–3322, 2016.
, "Toward a model-based patient selection strategy for proton therapy: external validation of photon-derived normal tissue complication probability models in a head and neck proton therapy cohort", Radiotherapy and Oncology, vol. 121, no. 3: Elsevier, pp. 381–386, 2016.
, "Toward a Model-Based Strategy for Patient Selection for Proton Therapy—External Validation of Normal Tissue Complication Probability Models on a Head and Neck Proton Cohort", International Journal of Radiation Oncology• Biology• Physics, vol. 96, no. 2: Elsevier, pp. S223, 2016.
, "Towards Global Localization Using Global Descriptors", Journal of Computational Vision and Imaging Systems, vol. 2, no. 1, 2016.
, "Understanding Anatomy Classification Through Attentive Response Maps", arXiv preprint arXiv:1611.06284, 2016.
, Validation of inertial sensor use for measurement of thorax-pelvis separation angle in the discus throw: a work in progress: University of Melbourne, 2016.
, "Weakly supervised classification of remotely sensed imagery using label constraint and edge penalty", IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 3: IEEE, pp. 1424–1436, 2016.
, Abstract B59: Autophagy mediates senescence and supports survival upon treatment with anti-mitotic drugs: American Association for Cancer Research, 2016.
, Non-contact wide-field hemodynamic imaging reveals the inverted jugular venous pulse waveform, 2016.
, Systems and methods for generating data indicative of a three-dimensional representation of a scene, 2016.
US Patent App. 14/911,152
2015
, "35.1: Distinguished Paper: Auto-Calibration for Screen Correction and Point Cloud Generation", SID Symposium Digest of Technical Papers, vol. 46, no. 1, pp. 507–510, 2015.
, "35.3: Resolution enhancement based on shifted superposition", SID Symposium Digest of Technical Papers, vol. 46, no. 1, pp. 514–517, 2015.
, "A probabilistic covariate shift assumption for domain adaptation", Proceedings of the AAAI Conference on Artificial Intelligence, vol. 29, no. 1, 2015.
, "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)
rtf.rtf (550 bytes)
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.
, "Auto-Calibration for Screen Correction and Point Cloud Generation", Society for Information Display's Week, 06/2015.
201506_auto-calibration_for_screen_correction_and_point_cloud_generation_paper.pdf (1.34 MB) 201506_auto-calibration_for_screen_correction_and_point_cloud_generation_slides.pdf (1.93 MB)
201506_auto-calibration_for_screen_correction_and_point_cloud_generation_paper.pdf (1.34 MB) 201506_auto-calibration_for_screen_correction_and_point_cloud_generation_slides.pdf (1.93 MB) , "Automated Prostate Cancer Detection via Comprehensive Multi-Parametric Magnetic Resonance Imaging Texture Feature Models", BMC Medical Imaging, 2015.
, "Autonomous vehicle control near the limit of friction", 2015 IEEE 18th International Conference on Intelligent Transportation Systems: IEEE, pp. 1008–1013, 2015.
, "Axial resolution improvement in spectral domain optical coherence tomography using a depth-adaptive maximum-a-posterior framework", SPIE Photonics West (BiOS), San Francisco, USA, 2015.
, "Axial resolution improvement in spectral domain optical coherence tomography using a depth-adaptive maximum-a-posterior framework", Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XIX, vol. 9312: International Society for Optics and Photonics, pp. 931241, 2015.
, "Concurrent fluorescence macro-imaging across multiple spectral regions in the visible and the near infrared", Novel Optical Systems Design and Optimization XVIII, vol. 9579: International Society for Optics and Photonics, pp. 957907, 2015.
, "Curvelet based feature extraction of dynamic ice from SAR imagery", 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS): IEEE, pp. 3462–3465, 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.
, "DESIRe: Discontinuous Energy Seam Carving for Image Retargeting Via Structural and Textural Energy Functionals", IEEE International Conference on Image Processing (ICIP), 09/2015.
, "DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 3685–3689, 2015.
, "Dual-stage correlated diffusion imaging", 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI): IEEE, pp. 75–78, 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.
, "External forces for active contours using the undecimated wavelet transform", IEEE International Conference on Image Processing, 2015.
, "External forces for active contours using the undecimated wavelet transform", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 1453–1457, 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.
, "High-resolution motion-compensated imaging photoplethysmography for remote heart rate monitoring", Multimodal Biomedical Imaging X, vol. 9316: International Society for Optics and Photonics, pp. 93160A, 2015.
, "High-resolution motion-compensated photoplethysmographic imaging for remote heart rate monitoring", SPIE Photonics West, Multimodal Biomedical Imaging X, 02/2015.
2014_videoppg.pdf (773.2 KB)
2014_videoppg.pdf (773.2 KB) , "Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features", International Conference on Image Analysis and Recognition 2015, 2015.
bchwyl_illumination_face_detect.pdf (4.45 MB)
bchwyl_illumination_face_detect.pdf (4.45 MB) , "Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features", International Conference Image Analysis and Recognition: Springer, Cham, pp. 210–217, 2015.
, "Illumination-compensated non-contact imaging photoplethysmography via dual-mode temporally coded illumination", Multimodal Biomedical Imaging X, vol. 9316: International Society for Optics and Photonics, pp. 931607, 2015.
, "Illumination-compensated non-contact imaging photoplethysmography via dual-mode temporally-coded illumination", SPIE Photonics West, Multimodal Biomedical Imaging X, 02/2015.
, "IMPROVED FINE STRUCTURE MODELING VIA GUIDED STOCHASTIC CLIQUE FORMATION IN FULLY CONNECTED CONDITIONAL RANDOM FIELDS", IEEE Conference on Image Processing, 2015.
388-pgav-121.pdf (851.05 KB)
388-pgav-121.pdf (851.05 KB) , "Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 3260–3264, 2015.
, "Inference of dense spectral reflectance images from sparse reflectance measurement using non-linear regression modeling", SPIE Optics and Photonics, 08/2015.
, "Inference of dense spectral reflectance images from sparse reflectance measurement using non-linear regression modeling", Applications of Digital Image Processing XXXVIII, vol. 9599: International Society for Optics and Photonics, pp. 95992G, 2015.
, "Integrated computational imaging system for enhanced polarimetric measurements", Polarization Science and Remote Sensing VII, vol. 9613: International Society for Optics and Photonics, pp. 961309, 2015.
, "Lateral resolution enhancement via imbricated spectral domain optical coherence tomography in a maximum-a-posterior reconstruction framework", SPIE Photonics West (BiOS), San Francisco, USA, 2015.
, "Lateral resolution enhancement via imbricated spectral domain optical coherence tomography in a maximum-a-posterior reconstruction framework", Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XIX, vol. 9312: International Society for Optics and Photonics, pp. 931240, 2015.
, "Low darunavir concentrations in patients receiving Stribild (elvitegravir/cobicistat/emtricitabine/tenofovir disoproxil fumarate) and darunavir once daily", Poster presented at: 16th International Workshop on Clinical Pharmacology of HIV and Hepatitis Therapy, 2015.
, "Lung Nodule Classification Using Deep Features in CT Images", 12th Conference on Computer and Robot Vision (CRV), Halifax, NS, Canada, IEEE Xplore, 2015.
2015_crv_lung.pdf (365.58 KB)
2015_crv_lung.pdf (365.58 KB) , "Lung nodule classification using deep features in CT images", 2015 12th Conference on Computer and Robot Vision: IEEE, pp. 133–138, 2015.
, "Median Robust Extended Local Binary Pattern for Texture Classification", IEEE International Conference on Image Processing, 2015.
, "Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection", SPIE Electronic Imaging: Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, San Francisco, California, United States, 2015.
, "Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection", Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, vol. 9406: International Society for Optics and Photonics, pp. 94060A, 2015.
, "Multispectral digital holographic microscopy with applications in water quality assessment", Novel Optical Systems Design and Optimization XVIII, vol. 9579: International Society for Optics and Photonics, pp. 957906, 2015.
, "Non-contact assessment of melanin distribution via multispectral temporal illumination coding", SPIE Photonics West, Multimodal Biomedical Imaging X, 02/2015.
, "Non-contact assessment of melanin distribution via multispectral temporal illumination coding", Multimodal Biomedical Imaging X, vol. 9316: International Society for Optics and Photonics, pp. 93160N, 2015.
, "Non-contact hematoma damage and healing assessment using reflectance photoplethysmographic imaging", SPIE Photonics West, 2015.
spie2016_hematoma.pdf (358.23 KB)
spie2016_hematoma.pdf (358.23 KB) , "Oil Spill Candidate Detection from SAR Imagery Using a Thresholding-Guided Stochastic Fully-Connected Conditional Random Field Model", CVPR 2015 Earthvision Workshop, 2015.
tgsfcrf_oil_v_1.0.pdf (2.53 MB)
tgsfcrf_oil_v_1.0.pdf (2.53 MB) , "Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 79–86, 2015.
, "Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 79–86, 2015.
, "Pirm: fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 789–792, 2015.
, "Probabilistic Continuous Edge Detection using Local Symmetry", IEEE International Conference on Image Processing, 2015.
gerald-edge.pdf (366.75 KB)
gerald-edge.pdf (366.75 KB) , "Probabilistic continuous edge detection using local symmetry", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 2199–2203, 2015.
, "Quantitative features for computer-aided melanoma classification using spatial heterogeneity of eumelanin and pheomelanin concentrations", 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI): IEEE, pp. 59–62, 2015.
, "Resolution Enhancement Based on Shifted Superposition", Society for Information Display's Week 2015, 06/2015.
, "Restoration of block-transform compressed images via homotopic regularized sparse reconstruction", SPIE Electronic Imaging: Visual Information Processing and Communication VI, San Francisco, California, United States, 2015.
article.pdf (1.31 MB)
article.pdf (1.31 MB) , "Restoration of block-transform compressed images via homotopic regularized sparse reconstruction", Visual Information Processing and Communication VI, vol. 9410: International Society for Optics and Photonics, pp. 941005, 2015.
, "Return Of Grid Seams: A Superpixel Algorithm Using Discontinuous Multi-Functional Energy Seam Carving", IEEE International Conference on Image Processing, 09/2015.
, "Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 1334–1338, 2015.
, "Scalable multi-neighborhood learning for convolutional networks", 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015.
, "Scalable multi-neighborhood learning for convolutional networks", 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP): IEEE, pp. 1–6, 2015.
, "Sea ice concentration estimation from satellite SAR imagery using convolutional neural network and stochastic fully connected conditional random field", CVPR 2015 Earthvision Workshop, 2015.
cnn_sfcrf_ic.pdf (5.64 MB)
cnn_sfcrf_ic.pdf (5.64 MB) , "Semi-Automatic Prostate Segmentation via a Hidden Markov Model with Anatomical and Textural Priors", 23rd Annual Meeting of International Society for Magnetic Resonance in Medicine (ISMRM), 06/2015.
ismrm2015_semiautoseg_0.pdf (265.69 KB)
ismrm2015_semiautoseg_0.pdf (265.69 KB) , "Simultaneous Scene Reconstruction and Auto-calibration using Constrained Iterative Closest Point for 3D Depth Sensor Array", IEEE Conference on Computer and Robot Vision, 06/2015.
bare_conf.pdf (1.19 MB)
bare_conf.pdf (1.19 MB) , "Simultaneous scene reconstruction and auto-calibration using constrained iterative closest point for 3D depth sensor array", 2015 12th Conference on Computer and Robot Vision: IEEE, pp. 39–45, 2015.
, "Single-click, semi-automatic lung nodule contouring using hierarchical conditional random fields", 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI): IEEE, pp. 1139–1142, 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.
, "Spectral photoplethysmographic imaging sensor fusion for enhanced heart rate detection", SPIE photonics West, 2015.
spie2016_entropy.pdf (1.59 MB)
spie2016_entropy.pdf (1.59 MB) , "Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation", International Conference on Image Analysis and Recognition 2015, 2015.
bchwyl_endospecular.pdf (6.89 MB)
bchwyl_endospecular.pdf (6.89 MB) , "Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation", International Conference Image Analysis and Recognition: Springer, Cham, pp. 385–393, 2015.
, "Stage-wise training: An improved feature learning strategy for deep models", Feature Extraction: Modern Questions and Challenges, pp. 49–59, 2015.
, "Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection", International Conference on Image Analysis and Recognition (ICIAR), 07/2015.
2015_cmtd.pdf (604.81 KB)
2015_cmtd.pdf (604.81 KB) , "Statistical textural distinctiveness in multi-parametric prostate MRI for suspicious region detection", International Conference Image Analysis and Recognition: Springer, Cham, pp. 368–376, 2015.
, "Stochastic color image segmentation using spatial constraints", 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings: IEEE, pp. 35–40, 2015.
, "Structural Representations for Multi-modal Image Registration Based on Modified Entropy", International Conference on Image Analysis and Recognition (ICIAR), 2015.
, "Structural representations for multi-modal image registration based on modified entropy", International Conference Image Analysis and Recognition: Springer, Cham, pp. 82–89, 2015.
, "Thermography Spatial Resolution Enhancement By Non-Rigid Registration with Visible Imagery", IEEE International Conference on Image Processing, 2015.
gerald_-_thermo.pdf (919.12 KB)
gerald_-_thermo.pdf (919.12 KB) , "Thermography spatial resolution enhancement by non-rigid registration with visible imagery", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 2542–2546, 2015.
, "TIGER: A Texture-Illumination Guided Energy Response Model for Illumination Robust Local Saliency", IEEE International Conference on Image Processing, 2015.
bchwyl_2015_illumination_keypoint.pdf (2.09 MB)
bchwyl_2015_illumination_keypoint.pdf (2.09 MB) , "Tiger: A texture-illumination guided energy response model for illumination robust local saliency", 2015 IEEE International Conference on Image Processing (ICIP): IEEE, pp. 1970–1974, 2015.
, "Virtual spectral multiplexing for applications in in-situ imaging microscopy of transient phenomena", SPIE Optics and Photonics, 08/2015.
, "Virtual spectral multiplexing for applications in in-situ imaging microscopy of transient phenomena", Applications of Digital Image Processing XXXVIII, vol. 9599: International Society for Optics and Photonics, pp. 95992D, 2015.
, "" Smartphone Science" in Eye Care and Medicine", Optics and Photonics News, vol. 26, no. 1: Optical Society of America, pp. 44–51, 2015.
, "24th ANNUAL CANADIAN CONFERENCE ON HIV/AIDS RESEARCH 24e CONGRèS ANNUEL CANADIEN DE RECHERCHE SUR LE VIH/SIDA", Can J Infect Dis Med Microbiol, vol. 26, pp. 4B, 2015.
, "A Bayesian Joint Decorrelation and Despeckling approach for speckle reduction of SAR Images", Vision Letters, vol. 1, issue 1, 2015.
59-103-1-sm.pdf (161.2 KB)
59-103-1-sm.pdf (161.2 KB) , "A Bayesian Joint Decorrelation and Despeckling approach for speckle reduction of SAR Images", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "A bayesian residual transform for signal processing", IEEE Access, vol. 3: IEEE, pp. 709–717, 2015.
, "A Conditional Random Field Weakly Supervised Segmentation Approach for Segmenting Keratocytes Cells in Corneal Optical Coherence Tomography Images", Vision Letters, 2015.
48-83-1-sm.pdf (182.22 KB)
48-83-1-sm.pdf (182.22 KB) , "A Conditional Random Field Weakly Supervised Segmentation Approach for Segmenting keratocytes Cells in Corneal Optical Coherence Tomography Images", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "A Deep-structured Conditional Random Field Model for Object Silhouette Tracking", PLoS ONE, 2015.
, "A deep-structured conditional random field model for object silhouette tracking", PloS one, vol. 10, no. 8: Public Library of Science, pp. e0133036, 2015.
, "A deep-structured fully connected random field model for structured inference", IEEE Access, vol. 3: IEEE, pp. 469–477, 2015.
, "A Deep-Structured Fully Connected Random Field Model for Structured Inference", IEEE Access, vol. 3: IEEE, pp. 469–477, 2015.
, "A deep-structured fully-connected random field model for structured inference", arXiv, pp. 14, 2015.
, "A Portable Plug-and-Play Imaging System for Physiological Monitoring", Vision Letters, 2015.
cvis_abstract.pdf (321.51 KB)
cvis_abstract.pdf (321.51 KB) , "A portable plug-and-play imaging system for physiological monitoring", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "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.
, "A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure", Advanced Engineering Informatics, vol. 29, no. 2: Elsevier, pp. 196–210, 2015.
, "A weakly supervised learning approach based on spectral graph-theoretic grouping", arXiv preprint arXiv:1508.00507, 2015.
, "Active Contours for Measuring Arterial Wall Diameter of Astronauts from Ultrasound Images", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "Active Countours for Measuring Arterial Wall Diameter of Astronauts from Ultrasound Images", Vision Letters, 2015.
Active Countours for Measuring Arterial Wall Diameter of Astronauts from Ultrasound Images (174.9 KB)
Active Countours for Measuring Arterial Wall Diameter of Astronauts from Ultrasound Images (174.9 KB) , "An Integrated Systems Design Framework for Computational Polarimetry", Vision Letters, 2015.
52-89-1-sm.pdf (1.25 MB)
52-89-1-sm.pdf (1.25 MB) , "An Integrated Systems Design Framework for Computational Polarimetry", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "An Integrated Systems Design Framework for Computational Polarimetry", Vision Letters, vol. 1, no. 1: http://visionletters.weebly.com/volume-1-2015.html, 2015.
, "An optimal torque vectoring control for vehicle applications via real-time constraints", IEEE Transactions on Vehicular Technology, vol. 65, no. 6: IEEE, pp. 4368–4378, 2015.
, "Apparent Ultra-High b-value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields", TRANSACTIONS ON MEDICAL IMAGING, vol. 34, 2015.
, "Automated prostate cancer detection via comprehensive multi-parametric magnetic resonance imaging texture feature models", BMC medical imaging, vol. 15, no. 1: BioMed Central, pp. 27, 2015.
, "Automatic Framework for Extraction and Characterization of Wetting Front Propagation Using Tomographic Image Sequences of Water Infiltrated Soils", PLoS ONE, vol. 10, no. 1: Public Library of Science, pp. 12, 2015.
, "Bayesian Residual Transform for Signal Processing", IEEE Access Journal, 2015.
, "Bayesian-based aberration corection and numerical diffraction for improved lensfree on-chip microscopy of biological specimens", Optics Letters, 2015.
, "Bayesian-based aberration correction and numerical diffraction for improved lensfree on-chip microscopy of biological specimens", Optics Letters, vol. 40, no. 10: Optical Society of America, pp. 2233–2236, 2015.
, "Bayesian-based deconvolution fluorescence microscopy using dynamically updated nonparametric nonstationary expectation estimates", Nature Scientific Reports, 2015.
, "Bayesian-based deconvolution fluorescence microscopy using dynamically updated nonparametric nonstationary expectation estimates", arXiv, pp. 13, 2015.
, "Chemical substitution study on magnetism and superconductivity in Ce1-x SmxCoIn 5", APS, vol. 2015, pp. M22–010, 2015.
, "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.
, "Coherence for Random Fields", arXiv preprint arXiv:1505.01394, 2015.
, "Color-based gesture recognition for American Sign Language via Hidden Markov Models", Vision Letters, 2015.
49-85-1-sm.pdf (304.18 KB)
49-85-1-sm.pdf (304.18 KB) , "Colour-based gesture recognition for American Sign Language via Hidden Markov Models", Vision Letters, vol. 1, no. 1: http://visionletters.weebly.com/volume-1-2015.html, 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.
, "Compensated Diffusion Magnetic Resonance Imaging", Vision Letters, vol. 1, no. 1: http://visionletters.weebly.com/volume-1-2015.html, 2015.
, "Compensated Row-Column Ultrasound Imaging System Using Fisher Tippett Multilayered Conditional Random Field Model", PLoS ONE, 2015.
, "Compensated row-column ultrasound imaging system using fisher tippett multilayered conditional random field model", PloS one, vol. 10, no. 12: Public Library of Science San Francisco, CA USA, pp. e0142817, 2015.
, Compensated Row-Column Ultrasound Imaging System Using Fisher Tippett Multilayered Conditional Random Field Model: PLOS, 2015.
, "Depth Compensated Spectral Domain Optical Coherence Tomography via Digital Compensation", arXiv preprint arXiv:1507.04992, 2015.
, "Depth Compensated Spectral Domain Optical Coherence Tomography via Digital Compensation", arXiv, pp. 17, 2015.
, "Depth Profilometry via Multiplexed Optical High-Coherence Interferometry", PLoS ONE, 03/2015.
, "Depth profilometry via multiplexed optical high-coherence interferometry", PloS one, vol. 10, no. 3: Public Library of Science, pp. e0121066, 2015.
, "Dermal Radiomics for Melanoma Screening", Vision Letters, 2015.
, "Dermal radiomics for melanoma screening", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "Dermal Radiomics for Melanoma Screening", Vision Letters, vol. 1, no. 1: http://visionletters.weebly.com/volume-1-2015.html, 2015.
, "Diagnosing Cardiac Deformations using 3d Optical Flow", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
, "Discovery radiomics for imaging-driven quantitative personalized cancer decision support", Journal of Computational Vision and Imaging Systems, vol. 1, no. 1, 2015.
,