David
Clausi |
dclausi@engmail.uwaterloo.ca
|
Note: if you contact me by email, I am happy to send you hardcopy offprints directly if you send me an email. I can
also send you drafts of papers that have been accepted, but not yet published.
REFEREED JOURNAL ARTICLES
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PDFdraft Yu, P. , Clausi, D.A., and Qin, K. (accepted
July 2011) Polarimetric SAR image segmentation using
region growing with edge penalty. IEEE Transactions on Geoscience
and Remote Sensing.
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PDF
Wong, A., Mishra, A., Zhang, W., Fieguth, P. and Clausi, D.A. (accepted March
2011) Stochastic image denoising based on
Markov-chain Monte Carlo sampling, Signal
Processing.
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PDF
Zhang, W., Wong, A., Mishra, A., Fieguth, P., and Clausi, D.A. (accepted March
2011) Efficient globally-optimal registration of remote sensing imagery via
quasi-random scale space structural correlation energy functional, IEEE Geoscience
and Remote Sensing Letters.
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PDF
Tung, F., Zelek, J.S., and Clausi, D.A. (2011) Goal-based trajectory analysis
for unusual behavior detection in intelligent surveillance. Image and Vision Computing, 29(4), pp.
230-240.
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PDFWong, A., Mishra, A.,
Fieguth, P., and Clausi, D.A. (Accepted Sept 2010) Sparse reconstruction of
breast MRI using homotopic L0 minimization in a
regional sparsified domain, IEEE Transactions on Biomedical Engineering.
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PDF Tung, F.,
Wong, A., and Clausi, D.A. (2010) A scalable spectral clustering image
segmentation algorithm. Pattern Recognition, 43(12), pp. 4069-4076.
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PDF
Wong, A., Mishra, A., Bizheva, K., and Clausi, D.A. (2010) General Bayesian
estimation for speckle noise reduction in optical coherence tomography retinal
imagery. Optics Express, 18(8) pp. 8338-8352. Also published in The Virtual Journal for Biomedical Optics (2010),
5(8).
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PDF Qin, A.K. and Clausi, D.A. (2010)
Multivariate image segmentation using semantic region growing with adaptive
edge penalty. IEEE Transactions on Image Processing, 19(8), pp. 2157-2170.
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Draft
Mishra, A.K., Fieguth, P.W., Clausi, D.A. (2011) Decoupled active contour (DAC)
for boundary detection. IEEE Transaction
on Pattern Analysis and Machine Intelligence, 33(2), pp. 310-324
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PDF
Mishra, A., Wong, A., Clausi, D.A., Fieguth, P. (2010) Quasi-random nonlinear
scale space. Pattern Recognition Letters , 31(13), pp. 1850-1859, doi: 10.1016/j.patrec.2010.01.018.
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PDF Mishra, A., Wong, A., Bizheva, K.,
and Clausi, D.A. (2009) Novel interactive approach to intra-retinal layer
segmentation in optical coherence tomography images. Optics Express, 17(26), pp. 23719-23728. Also published in The Virtual Journal for Biomedical Optics (2010), 5(1).
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PDF Wong, A., Clausi, D.A., and
Fieguth, P. (2010) CPOL: Complex phase order likelihood as a similarity measure
for MR-CT registration. Medical Image
Analysis, Feb; 14(1):50-7. doi:10.1016/j.media.2009.10.002.
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PDF Wong, A., Yu, P., Zhang, W., and
Clausi, D.A. (2010) IceSynth II: Synthesis of SAR
sea-ice imagery using region-based posterior sampling. IEEE Transactions Geoscience and Remote
Sensing Letters, 7(2), pp. 348-351.
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PDF Siva, P., Brodland, G.W., and Clausi,
D.A. (2009) Detecting mitoses in time-lapse images of embryonic epithelia using
intensity analysis. Annals of Biomedical
Engineering, 27(12), pp. 2646-2655.
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PDF Wong, A., Mishra, A., Yates, J., Fieguth,
P., Clausi, D.A., and Callaghan, J.P. (2009) Intervertebral
disc segmentation and volumetric reconstruction from peripheral quantitative
computer tomography imaging. IEEE Transactions on Biomedical Engineering,
56(11), pp. 2748-2751.
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PDF Link Wong, A. and Clausi, D.A. (2009) AISIR: Automated
inter-sensor/inter-band satellite image registration using robust complex
wavelet feature representations, Pattern
Recognition Letters, Pattern Recognition in Remote Sensing Special Issue,
31, pp. 1160-1167.
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PDF
Clausi, D.A., Qin, K., Chowdhury, M.S., Yu, P.
Maillard, P. (2010) MAGIC: MAp-Guided Ice
Classification, Canadian Journal of
Remote Sensing, 36(1), pp. S13-S25.
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PDF
Draft Yu, P., Clausi, D.A., and Howell, S.E.L. (Accepted Jan 2009) Fusing
AMSR-E and QuikSCAT imagery for improved sea ice
recognition. IEEE Transactions on Geoscience and Remote
Sensing.
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PDF Siva, P., Brodland, G.W., and Clausi,
D.A. (2009) Detection of mitoses in embryonic epithelia using motion field
analysis, Computer Methods in
Biomechanics and Biomedical Engineering. 12(2), pp.165-172.
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PDF Maillard,
P., Alencar-Silva, T., and Clausi, D.A. (2008) An
evaluation of RADARSAT-1 and ASTER data for mapping veredas (palm swamps). Sensors, 8, pp. 6055-6076.
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PDF
Yu, Q. and Clausi, D.A. (2008) IRGS: Image segmentation using edge penalties
and region growing. IEEE Trans. Pattern Analysis and Machine
Intelligence, Vol. 30, No. 12, pp. 2126-2139.
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PDF
Abstract
Yu, Q. and Clausi, D.A. (2007) SAR sea-ice image analysis based on iterative
region growing using semantics, IEEE
Transactions on Geoscience and Remote Sensing,
Vol. 45, No. 12, Part 1, Dec, pp. 3919-3931
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PDF
Abstract
Wong, A. and Clausi, D.A. (2007) ARRSI: Automatic registration of remote
sensing images. IEEE Transactions on Geoscience
and Remote Sensing, Vol. 45, No. 5,
Part II, pp. 1483-1493.
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PDF Iles, P., Brodland, G.W.,
Clausi, D.A., and Puddister, S. (2007) Estimation of
cellular fabric in embryonic epithelia. Computer
Methods in Biomechanics and Biomedical Engineering, Vol. 10, No. 1, pp. 75-84.
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PDF
Abstract
Yu, Q. and Clausi, D.A. (2006) Filament preserving segmentation for SAR sea-ice
imagery using a new statistical model. IEEE
Transactions on Geoscience and Remote Sensing, Vol. 44, No. 12, pp. 3687-3694.
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PDF
Abstract
Korhonen, M., Clausi, D.A., and
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PDF
Abstract
Jobanputra, R. and Clausi, D.A. (2006) Preserving
boundaries for image texture segmentation using grey level co-occurring
probabilities. Pattern Recognition, Vol. 39, No. 2, pp. 234-245.
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PDF
Abstract
Maillard, P., Clausi, D.A., and Deng, H. (2005) Map-guided sea ice segmentation and classification using SAR imagery
and a MRF segmentation scheme. IEEE Transactions Geoscience
and Remote Sensing, Vol. 43, No. 12, pp. 2940-2951.
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PDF
Abstract
Deng, H. and Clausi, D.A. (2005) Unsupervised segmentation of synthetic
aperture radar sea ice imagery using a novel Markov random field model. IEEE
Transactions Geoscience and Remote Sensing, Vol.
43, No. 3, pp. 528-538.
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PDF
Abstract
Clausi, D.A. and Deng, H. (2005) Fusion of Gabor filter and co-occurrence
probability features for texture recognition. IEEE Transactions on
Image Processing, Vol. 14, No. 7, pp. 925-936.
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PDF
HTML
Deng, H. and Clausi, D.A. (2004) Unsupervised image segmentation using a
simple MRF model with a new implementation scheme. Pattern Recognition,
Vol. 37, No. 12, pp. 2323-2335. Note: This publication was the most
downloaded paper in Pattern Recognition
in the first quarter of 2005.
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PDF
Abstract
Deng, H. and Clausi, D.A. (2004) Gaussian MRF rotation-invariant
features for SAR sea ice classification. IEEE Transactions on Pattern
Analysis and Machine Intelligence, Vol. 26, No. 7, pp. 951-955.
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PDF
Abstract
Clausi, D.A. and Yue, B. (2004) Comparing
co-occurrence probabilities and Markov random fields for texture analysis of
SAR sea ice imagery. IEEE Transactions on Geoscience
and Remote Sensing, Vol. 42, No. 1, pp. 215-228.
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PDF
Abstract
Kern, S., Kaleschke, L., and Clausi, D.A.
(2003) A comparison of two 85 GHz SSM/I ice concentration algorithms with AVHRR
and ERS-2 SAR imagery. IEEE Transactions on Geoscience
and Remote Sensing, Vol. 41, No. 10, pp. 2294-2306.
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PDF
HTML
Clausi, D.A. and Zhao, Y. (2003) Grey level co-occurrence integrated
algorithm (GLCIA): A superior computational method to determine co-occurrence
texture features. Computers and Geosciences, Vol. 29, No. 7, pp.
837-850.
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PDF
HTML
Clausi, D.A. and Zhao, Y. (2002) Rapid co-occurrence texture feature
extraction using a hybrid data structure, Computers and Geosciences,
Vol. 28, No. 6, pp. 763 - 774.
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PDF
HTML
Clausi, D.A. (2002) K-means iterative Fisher (KIF) Unsupervised
clustering algorithm applied to image texture segmentation, Pattern
Recognition, Vol. 35, No. 9, pp. 1959 - 1972.
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PDF
Abstract Clausi,
D.A. (2002) An analysis of co-occurrence texture statistics as a function of
grey level quantization, Canadian Journal of Remote Sensing, Vol. 28,
No. 1, pp. 45-62, 2002.
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PDF
Clausi, D.A. (2001) Comparison and fusion of co-occurrence, Gabor, and MRF
texture features for classification of SAR sea ice imagery, Atmosphere &
Oceans, Vol. 39, No. 4, pp. 183-194.
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PDF
Abstract
Collins, M.J., Wiebe, J.A., and Clausi, D.A.
(2000) The effect of speckle filtering on scale dependent texture estimation of
a forested scene, IEEE Transactions on Geosciences and Remote Sensing,
Vol. 38, No. 3, pp. 1160-1170.
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PDF
HTML
Clausi, D.A. and
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PDF
Abstract
Clausi, D.A. and Jernigan, M.E. (1998) A fast method to determine
co-occurrence texture features, IEEE Transactions on Geosciences and Remote
Sensing, Vol. 36, No. 1, pp. 298 - 300.
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Brodland, G.W. and Clausi, D.A. (1995) Cytoskeletal mechanics of neurulation:
Insights obtained from computer simulations , Invited contribution to Biochemistry
and Cell Biology, Vol. 73, No. 7&8, pp. 545-553.
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Brodland, G.W. and Clausi, D.A. (1994) Embryonic cell
sheet morphogenesis modeled by FEM," Transactions of the ASME, Journal
of Biomechanical Engineering, Vol. 116, May, pp. 146-155.
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PDF
Clausi, D.A. and Brodland, G.W. (1993) Mechanical evaluation of theories
of neurulation using computer simulations, Development,
Vol. 118, pp. 1013-1023.
FULL PAPER REFEREED CONFERENCE PAPERS
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Wong, A., Mishra,
A., Clausi, D.A., and Fieguth, P. (2010) Quasi-random scale space approach to
robust keypoint extraction in high-noise
environments. 6th Canadian Conference on Computer and Robotic
Vision, May 31 – June 2,
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Wong, A., Mishra,
A., Clausi, D.A., and Fieguth, P. (2010) Mammogram image super-resolution based
on statistical moment analysis. 6th Canadian Conference on Computer
and Robotic Vision, May 31 – June 2,
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Ochilov, S. and
Clausi, D.A. (2010) Automated classification of operational SAR sea ice images.
6th Canadian Conference on Computer and Robotic Vision, May 31
– June 2,
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Mishra, A., Wong,
A., Clausi, D.A., and Fieguth, P. (2010) A Bayesian information flow approach
to image segmentation. 6th Canadian Conference on Computer and
Robotic Vision, May 31 – June 2,
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Shabani, A.,
Zelek, J.S., and Clausi, D.A. (2010) Human action recognition using salient
opponent-based motion features. 6th Canadian Conference on Computer
and Robotic Vision, May 31 – June 2, Ottawa, Ontario, Canada.
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Mishra, A.,
Fieguth, P. and Clausi, D.A. (2010) Decoupled active surface for volumetric
image segmentation. 6th Canadian Conference on Computer and Robotic
Vision, May 31 – June 2,
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Mishra, A., Hariri, S., Moayed A.A., Bizheva,
K., Fieguth, P., and Clausi, D.A. (2010) A cellular automata based semi-automatic
algorithm for segmentation of choroidal blood vessels
from ultrahigh resolution optical coherence images of rat retina. Signal and Multimedia Processing - IEEE
Canadian Conference on Electrical and Computer Engineering, May 2-5,
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Zhang, Y. and Clausi, D.A. (2009) Structure-preserving speckle
reduction of SAR images using nonlocal means filters. International Conference on Image
Processing (ICIP),
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**Zhang, Y. and Clausi, D.A. (2009) SAR sea ice image segmentation
using an edge-preserving region-based MRF.
International Conference on Image Processing (ICIP),
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Mishra, A.K.,
Eichel, J.A., Fieguth, P.W. and Clausi, D.A. (2009) VizDraw: A platform to
convert online hand written graphics into computer graphics. International Conference on Image Analysis
and Recognition (ICIAR),
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Mishra, A.K., Fieguth, P.W and Clausi, D.A. (2009) A robust modular
wavelet network based symbol classifier.
International Conference on Image Analysis and Recognition (ICIAR),
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Wong, A., Clausi, D.A., and Fieguth, P. (2009) Adaptive Monte Carlo retinex method for illumination and reflectance separation
and color image enhancement. 5th Canadian Conference on Computer and
Robot Vision.
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Wong, A., Zhang, W., and Clausi, D.A. (2009) IceSynth:
An image synthesis system for sea-ice segmentation evaluation. 5th
Canadian Conference on Computer and Robot Vision.
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Wong, A., Clausi, D.A., and Fieguth, P. (2009) SEC: Stochastic ensemble
consensus approach to unsupervised SAR sea-ice segmentation. 5th
Canadian Conference on Computer and Robot Vision.
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Shabani, H., Clausi, D.A., and Zelek, J.S. (2009) Robust 3D spatio-temporal interest point detection for human action
recognition. 5th Canadian Conference on Computer and Robot Vision.
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Tung, F., Zelek, J.S., and Clausi, D.A. (2009) Efficient target
recovery using STAGE for mean-shift tracking. 5th Canadian
Conference on Computer and Robot Vision.
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Eichel, J.A., Mishra, A.K., Clausi, D.A., Fieguth, P.W., Zizheva, K.K. (2009) A novel algorithm for extraction of
the layers of the cornea. 5th Canadian Conference on Computer and
Robot Vision.
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Zaboli, S. and Clausi, D.A. (2009) Video pause detection using
wavelets. 5th Canadian Conference on Computer and Robot Vision.
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Zhang, W., Wong, A., Clausi, D.A. (2009) JEDI: Adaptive stochastic
estimation for joint enhancement and despeckling of
images for SAR. 5th Canadian Conference on Computer and Robot
Vision.
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Bizheva, K., Hyun, C., Eichel, J.A., Hariri, S., Mishra, A., Clausi,
D.A., Fieguth, P. , Simpson, T., and Hutchings, N. (2009) Evaluation of hypoxic
swelling of human cornea with high speed, ultrahigh resolution optical
coherence tomography. SPIE BIOS
(Biomedical Optics),
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Wong, A., Clausi, D.A., and Fieguth, P. (2008) Automatic registration
of inter-band and inter-sensor images using robust complex wavelet feature
representations. 5th Workshop on Pattern Recognition for
Remote Sensing,
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Yu, P., Clausi, D.A., De Abreu, R., and
Agnew, T. (2008) Combining AMSR-E and QuikSCAT image
data to improve sea ice classification. 5th Workshop on Pattern
Recognition for Remote Sensing,
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Clausi, D.A., Qin, K., Chowdhury, M.S., Yu,
P., and Maillard, P. (2008) MAGIC – MAp-Guided
Ice Classification system for operational analysis. 5th Workshop on Pattern
Recognition for Remote Sensing,
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Mishra, A., Clausi, D.A., and Fieguth, P. (2008) Adaptive nonlinear
image denoising and restoration using a cooperative
Bayesian estimation approach. Sixth
Indian Conference on Computer Vision, Graphics, and Image Processing, Dec.
16-19
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Wong, A. Mishra, A., Fieguth, P., Clausi, D.A., Dunk, N.M., and
Callaghan, J.P. (2008) Shape-guided active contour based segmentation and tracking
of lumbar vertebrae in video fluoroscopy using complex wavelets. IEEE
Engineering in Medicine and Biology Conference,
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Mishra, A., Wong, A., Zhang, W., Fieguth, P., and Clausi, D.A. Improved
interactive medical image segmentation using enhanced intelligent scissors
(EIS). IEEE Engineering in Medicine and Biology Conference,
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Wong, A. Fieguth, P., and Clausi, D.A. (2008) A perceptually-adaptive
approach to image denoising using anisotropic
non-local means. 15th
IEEE International Conference on Image Processing,
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Wong, A., Clausi, D.A., and Fieguth, P. (2008) Phase-adaptive image signal
fusion using complex-valued wavelets. 19th International Conference
on Pattern Recognition,
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Wong, A., Mishra, A., Clausi, D.A., and Fieguth, P. (2008) An adaptive
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El Nabbout, N., Zelek, J., and Clausi, D.A.
(2008) Automatically detecting and tracking people walking through a
transparent door with vision, 4th Canadian Conference on Computer
and Robot Vision.
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Mishra, A., Fieguth, P. and Clausi, D.A (2008) Accurate boundary
localization using dynamic programming on snakes. 4th Canadian
Conference on Computer and Robot Vision.
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Mishra, A., Fieguth, P. and Clausi, D.A. (2008) Robust snake
convergence based on dynamic programming, 15th IEEE International
Conference on Image Processing, San Diego, California, USA, Oct 12-15.
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PDF
Abstract
Siva, P., Brodland, G.W., and Clausi, D.A. (2007) Automated detection of
mitosis in embryonic tissues. 4th Annual Canadian Conference on
Computer and Robot Vision.
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PDF
Abstract
Yang, X. and Clausi, D.A. (2007) SAR sea ice image segmentation based on
edge-preserving watersheds. 4th Annual Canadian Conference on
Computer and Robot Vision.
ABSTRACT REFEREED CONFERENCE PAPERS
Note:
Workshop and other unrefereed presentations not
included here
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