David A. Clausi

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Alexander WongCanada Research Chair, FIET FInstP FRSPH FISDDE, Systems Design Engineering, University of WaterlooVerified email at uwaterloo.ca
Paul FieguthSystems Design EngineeringVerified email at uwaterloo.ca
Linlin XuUniversity of WaterlooVerified email at uwaterloo.ca
Akshaya mishraAdjunct Professor, University of Waterloo, Senior Research Scientist, Epson AmericaVerified email at uwaterloo.ca
John S. ZelekAssociate Professor, Systems Design Engineering, University of WaterlooVerified email at uwaterloo.ca
Robert AmelardIntuitive SurgicalVerified email at intusurg.com
Fan LiUniversity of GuelphVerified email at uoguelph.ca
Kostadinka BizhevaProfessor, Dept. of Physics and Astronomy, University of WaterlooVerified email at uwaterloo.ca
K.A. ScottAssistant Professor of Systems Design Engineering, University of WaterlooVerified email at uwaterloo.ca
G. Wayne BrodlandProfessor of Engineering, University of WaterlooVerified email at uwaterloo.ca
Jeffrey GlaisterPostdoctoral Fellow, Multiple Sclerosis Research Lab, St Michael's Hospital, TorontoVerified email at unityhealth.to
Jason L. DeglintPostdoctoral Fellow in Systems Design Engineering, University of WaterlooVerified email at uwaterloo.ca
Mehrnaz FaniUniversity of WaterlooVerified email at uwaterloo.ca
Lei WangUTIAS, University of TorontoVerified email at robotics.utias.utoronto.ca
Kanav VatsAppleVerified email at apple.com
Kai (Alex) QinSwinburne University of TechnologyVerified email at swin.edu.au
Shahid Abbas HaiderComputer Vision Programmer, BC Cancer AgencyVerified email at bccrc.ca
Philippe MaillardProfessor deGeografia, Universidade Federal de Minas GeraisVerified email at ufmg.br
Devinder KumarHead - ML Engineering Layer6.aiVerified email at stanford.edu

David A. Clausi

Associate Dean - Research, Faculty of Engineering; Professor, Systems Design Engineering

Verified email at uwaterloo.ca - Homepage

Computer Vision Remote Sensing Image Processing Pattern Recognition Sports Analytics


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An analysis of co-occurrence texture statistics as a function of grey level quantization DA Clausi Canadian Journal of remote sensing 28 (1), 45-62, 2002	1232	2002
Designing Gabor filters for optimal texture separability DA Clausi, ME Jernigan Pattern Recognition 33 (11), 1835-1849, 2000	503	2000
Lung nodule classification using deep features in CT images D Kumar, A Wong, DA Clausi 2015 12th conference on computer and robot vision, 133-138, 2015	396	2015
ARRSI: Automatic registration of remote-sensing images A Wong, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 45 (5), 1483-1493, 2007	279	2007
Unsupervised image segmentation using a simple MRF model with a new implementation scheme H Deng, DA Clausi Pattern recognition 37 (12), 2323-2335, 2004	278	2004
Design-based texture feature fusion using Gabor filters and co-occurrence probabilities DA Clausi, H Deng IEEE transactions on image processing 14 (7), 925-936, 2005	274	2005
Intra-retinal layer segmentation in optical coherence tomography images A Mishra, A Wong, K Bizheva, DA Clausi Optics express 17 (26), 23719-23728, 2009	261	2009
Unsupervised segmentation of synthetic aperture radar sea ice imagery using a novel Markov random field model H Deng, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 43 (3), 528-538, 2005	254	2005
Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery DA Clausi, B Yue IEEE Transactions on Geoscience and Remote Sensing 42 (1), 215-228, 2004	253	2004
Unsupervised polarimetric SAR image segmentation and classification using region growing with edge penalty P Yu, AK Qin, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 50 (4), 1302-1317, 2011	229	2011
Comparison and fusion of co‐occurrence, Gabor and MRF texture features for classification of SAR sea‐ice imagery DA Clausi Atmosphere-ocean 39 (3), 183-194, 2001	221	2001
Gaussian MRF rotation-invariant features for image classification H Deng, DA Clausi IEEE transactions on pattern analysis and machine intelligence 26 (7), 951-955, 2004	201	2004
General Bayesian estimation for speckle noise reduction in optical coherence tomography retinal imagery A Wong, A Mishra, K Bizheva, DA Clausi Optics express 18 (8), 8338-8352, 2010	191	2010
Sea ice concentration estimation during melt from dual-pol SAR scenes using deep convolutional neural networks: A case study L Wang, KA Scott, L Xu, DA Clausi IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4524-4533, 2016	174	2016
A fast method to determine co-occurrence texture features DA Clausi, ME Jernigan IEEE Transactions on Geoscience and Remote Sensing 36 (1), 298-300, 1998	164	1998
Using the Canny edge detector for feature extraction and enhancement of remote sensing images M Ali, D Clausi IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings …, 2001	163	2001
Segmentation of skin lesions from digital images using joint statistical texture distinctiveness J Glaister, A Wong, DA Clausi IEEE transactions on biomedical engineering 61 (4), 1220-1230, 2014	157	2014
Statistical textural distinctiveness for salient region detection in natural images C Scharfenberger, A Wong, K Fergani, JS Zelek, DA Clausi Proceedings of the IEEE conference on computer vision and pattern …, 2013	157	2013
K-means Iterative Fisher (KIF) unsupervised clustering algorithm applied to image texture segmentation DA Clausi Pattern Recognition 35 (9), 1959-1972, 2002	157	2002
Modeling emotional content of music using system identification MD Korhonen, DA Clausi, ME Jernigan IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006	146	2006

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