David A. Clausi
Orcid: 0000-0002-6383-0875Affiliations:
- University of Waterloo, Canada
According to our database1,
David A. Clausi
authored at least 234 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset.
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Region-Based Sea Ice Mapping Using Compact Polarimetric Synthetic Aperture Radar Imagery with Learned Features and Contextual Information.
Remote. Sens., June, 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
GoalieNet: A Multi-Stage Network for Joint Goalie, Equipment, and Net Pose Estimation in Ice Hockey.
CoRR, 2023
Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Incidence Angle Dependence of Texture Features From Dual Polarization Radarsat-2 Sea Ice Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares.
IEEE Trans. Geosci. Remote. Sens., 2022
BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022
Sea-Ice Mapping of RADARSAT-2 Imagery by Integrating Spatial Contexture With Textural Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Sea Ice-Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling.
Remote. Sens., 2022
Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models.
Remote. Sens., 2022
TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction.
IEEE Geosci. Remote. Sens. Lett., 2022
Proceedings of the Linköping Hockey Analytics Conference 2022 Research Track, 2022
Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Uncertainty Analysis of Sea Ice and Open Water Classification on SAR Imagery Using a Bayesian CNN.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the 19th Conference on Robots and Vision, 2022
2021
Evaluation of a Neural Network With Uncertainty for Detection of Ice and Water in SAR Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021
Sea Ice Concentration Estimation: Using Passive Microwave and SAR Data With a U-Net and Curriculum Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
CP-IRGS: A Region-Based Segmentation of Multilook Complex Compact Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett., 2021
Proceedings of the MMSports@MM 2021: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, 2021
Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising.
IEEE Trans. Geosci. Remote. Sens., 2020
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification.
IEEE Trans. Cybern., 2020
Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling.
Remote. Sens., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells.
IEEE Access, 2019
Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Two-Stream Action Recognition in Ice Hockey using Player Pose Sequences and Optical Flows.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019
Proceedings of the 16th Conference on Computer and Robot Vision, 2019
2018
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2018
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Semi-Automated Classification of Lake Ice Cover Using Dual Polarization RADARSAT-2 Imagery.
Remote. Sens., 2018
HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018
Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018
2017
A Novel Bayesian Spatial-Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2017
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty.
IEEE Trans. Geosci. Remote. Sens., 2017
Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping.
IEEE Trans. Computational Imaging, 2017
Investigating the Influence of Variable Freshwater Ice Types on Passive and Active Microwave Observations.
Remote. Sens., 2017
Exploring the Potential of Active Learning for Automatic Identification of Marine Oil Spills Using 10-Year (2004-2013) RADARSAT Data.
Remote. Sens., 2017
Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network.
Remote. Sens., 2017
An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery With Sea Ice and Oil Spills.
IEEE Geosci. Remote. Sens. Lett., 2017
Soccer Video Structure Analysis by Parallel Feature Fusion Network and Hidden-to-Observable Transferring Markov Model.
IEEE Access, 2017
Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 14th Conference on Computer and Robot Vision, 2017
2016
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2016
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study.
IEEE Trans. Geosci. Remote. Sens., 2016
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Fully Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-Spot Detection In SAR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
CoRR, 2016
Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems.
CoRR, 2016
A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging.
CoRR, 2016
Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images.
IEEE Access, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Spatio-temporal saliency detection using abstracted fully-connected graphical models.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 13th Conference on Computer and Robot Vision, 2016
Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016
2015
Structure-Guided Statistical Textural Distinctiveness for Salient Region Detection in Natural Images.
IEEE Trans. Image Process., 2015
IEEE Trans. Biomed. Eng., 2015
Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning.
IEEE Geosci. Remote. Sens. Lett., 2015
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2015
Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance.
J. Vis. Commun. Image Represent., 2015
Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling.
CoRR, 2015
Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring.
CoRR, 2015
Restoration of block-transform compressed images via homotopic regularized sparse reconstruction.
Proceedings of the Visual Information Processing and Communication VI, 2015
Quantitative features for computer-aided melanoma classification using spatial heterogeneity of eumelanin and pheomelanin concentrations.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Tiger: A texture-illumination guided energy response model for illumination robust local saliency.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Structural Representations for Multi-modal Image Registration Based on Modified Entropy.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
Proceedings of the Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, 2015
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015
Proceedings of the 12th Conference on Computer and Robot Vision, 2015
2014
Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals.
IEEE Trans. Image Process., 2014
Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging From the Visible to the Near-Infrared.
IEEE Trans. Instrum. Meas., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Despeckling of Synthetic Aperture Radar Images Using Monte Carlo Texture Likelihood Sampling.
IEEE Trans. Geosci. Remote. Sens., 2014
Segmentation of Skin Lesions From Digital Images Using Joint Statistical Texture Distinctiveness.
IEEE Trans. Biomed. Eng., 2014
J. Field Robotics, 2014
Hybrid structural and texture distinctiveness vector field convolution for region segmentation.
Comput. Vis. Image Underst., 2014
Markov-chain Monte Carlo-based image reconstruction for streak artefact reduction on contrast-enhanced computed tomography.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2014
Automatic feature learning of SAR images for sea ice concentration estimation using feed-forward neural networks.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Comparative study of feature space projection methods for hyperspectral image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatological photographs.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Physiological characterization of skin lesion using non-linear random forest regression model.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
IEEE Trans. Image Process., 2013
A Multiscale Latent Dirichlet Allocation Model for Object-Oriented Clustering of VHR Panchromatic Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2013
Sparse Reconstruction of Breast MRI Using Homotopic L<sub>0</sub> Minimization in a Regional Sparsified Domain.
IEEE Trans. Biomed. Eng., 2013
MSIM: Multistage Illumination Modeling of Dermatological Photographs for Illumination-Corrected Skin Lesion Analysis.
IEEE Trans. Biomed. Eng., 2013
Pattern Recognit. Lett., 2013
J. Vis. Commun. Image Represent., 2013
Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Unsupervised classification of agricultural land cover using polarimetric synthetic aperture radar via a sparse texture dictionary model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013
2012
Unsupervised Polarimetric SAR Image Segmentation and Classification Using Region Growing With Edge Penalty.
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Pattern Recognit., 2012
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Illumination correction in dermatological photographs using multi-stage illumination modeling for skin lesion analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Extracting morphological high-level intuitive features (HLIF) for enhancing skin lesion classification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Evaluation of Local Spatio-temporal Salient Feature Detectors for Human Action Recognition.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Multi-Scale Saliency-Guided Compressive Sensing Approach to Efficient Robotic Laser Range Measurements.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Extracting High-Level Intuitive Features (HLIF) for Classifying Skin Lesions Using Standard Camera Images.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
2011
Signal Process., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Efficient Globally Optimal Registration of Remote Sensing Imagery via Quasi-Random Scale-Space Structural Correlation Energy Functional.
IEEE Geosci. Remote. Sens. Lett., 2011
Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance.
Image Vis. Comput., 2011
Comprehensive Analysis on the Effects of Noise Estimation Strategies on Image Noise Artifact Suppression Performance.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A novel approach to automated cell counting for studying human corneal epithelial cells.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011
Proceedings of the British Machine Vision Conference, 2011
2010
Multivariate Image Segmentation Using Semantic Region Growing With Adaptive Edge Penalty.
IEEE Trans. Image Process., 2010
AISIR: Automated inter-sensor/inter-band satellite image registration using robust complex wavelet feature representations.
Pattern Recognit. Lett., 2010
Pattern Recognit., 2010
Medical Image Anal., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
Quasi-Random Scale Space Approach to Robust Keypoint Extraction in High-Noise Environments.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
A cellular automata based semi-automatic algorithm for segmentation of choroidal blood vessels from ultrahigh resolution optical coherence images of rat retina.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010
2009
IEEE Trans. Geosci. Remote. Sens., 2009
Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging.
IEEE Trans. Biomed. Eng., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
JEDI: Adaptive Stochastic Estimation for Joint Enhancement and Despeckling of Images for SAR.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
SEC: Stochastic Ensemble Consensus Approach to Unsupervised SAR Sea-Ice Segmentation.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Adaptive Monte Carlo Retinex Method for Illumination and Reflectance Separation and Color Image Enhancement.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Towards a Robust Spatio-Temporal Interest Point Detection for Human Action Recognition.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
A perceptually adaptive approach to image denoising using anisotropic non-local means.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Automatically Detecting and Tracking People Walking through a Transparent Door with Vision.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Geosci. Remote. Sens., 2007
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007
2006
IEEE Trans. Syst. Man Cybern. Part B, 2006
IEEE Trans. Geosci. Remote. Sens., 2006
Preserving boundaries for image texture segmentation using grey level co-occurring probabilities.
Pattern Recognit., 2006
Filament Preserving Segmentation for SAR Sea Ice Imagery Using a New Statistical Model.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Joint Image Segmentation and Interpretation Using Iterative Semantic Region Growing on SAR Sea Ice Imagery.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Design-based texture feature fusion using Gabor filters and co-occurrence probabilities.
IEEE Trans. Image Process., 2005
IEEE Trans. Geosci. Remote. Sens., 2005
Unsupervised segmentation of synthetic aperture Radar sea ice imagery using a novel Markov random field model.
IEEE Trans. Geosci. Remote. Sens., 2005
Combining Local and Global Features for Image Segmentation Using Iterative Classification and Region Merging.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005
2004
Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery.
IEEE Trans. Geosci. Remote. Sens., 2004
Unsupervised image segmentation using a simple MRF model with a new implementation scheme.
Pattern Recognit., 2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Texture Segmentation Comparison Using Grey Level Co-Occurrence Probabilities and Markov Random Fields.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004
Unsupervised Segmentation of Synthetic Aperture Radar Sea Ice Imagery Using MRF Models.
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004
2003
A comparison of two 85-GHz SSM/I ice concentration algorithms with AVHRR and ERS-2 SAR imagery.
IEEE Trans. Geosci. Remote. Sens., 2003
Advanced Gaussian MRF Rotation-Invariant Texture Features for Classification of Remote Sensing Imagery.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2002
K-means Iterative Fisher (KIF) unsupervised clustering algorithm applied to image texture segmentation.
Pattern Recognit., 2002
An advanced computational method to determine co-occurrence probability texture features.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
2000
The effect of speckle filtering on scale-dependent texture estimation of a forested scene.
IEEE Trans. Geosci. Remote. Sens., 2000
1998
IEEE Trans. Geosci. Remote. Sens., 1998