Selected Publications and Conference Presentations
- Fleet, D.J., Black, M.J. and Nestares O. (2002)
Bayesian inference of visual motion boundaries. In
Exploring Artificial Intelligence in the New Millennium,
G. Lakemeyer and B. Nebel (eds.), Morgan Kaufmann Press (to appear)
- Weiss, Y. and Fleet, D.J. (2001) Velocity likelihoods in
biological and machine vision. In Probabilistic Models of the Brain:
Perception and Neural Function , R.P.N. Rao, B.A. Olshausen and
M.S. Lewicki (eds.), MIT Press, pp. 81--100.
pdf
- Fleet, D.J., Heeger, D.J. and Wagner, H. (1996)
Modeling binocular neurons in primary visual cortex.
In Computational and Biological Mechanisms of Visual Coding,
M. Jenkin and L. Harris (eds.), Cambridge University Press, pp. 103-130.
(compressed postscript)
- Fleet, D.J. (1992) Measurement of Image Velocity.
Kluwer Academic Press, Norwell, MA.
- Backus, B., Fleet, D.J., Parker, A.J. and Heeger, D.J. (2001)
Human cortical activity correlates with stereoscopic depth perception.
Journal of Neurophysiology 86(10):2054-2068
(abstract)
- Haussecker, H.W. and Fleet, D.J. (2001) Estimating optical flow with
physical models of brightness variation. IEEE Transactions on Pattern
Analysis and Machine Intelligence 23(6):661-673
(abstract)
(pdf)
© IEEE
- Gurnsey, R., and Fleet, D.J. (2001) Texture space. Vision
Research 41(3):745-757
(abstract)
- Black, M.J. and Fleet, D.J. (2000) Probabilistic detection and
tracking of motion discontinuities. International Journal of Computer
Vision 38(3):229--243
(abstract)
(pdf)
- Lippert, J, Fleet, D.J., and Wagner, H. (2000) Disparity tuning as
simulated by a neural net. Biological Cybernetics 83(1):61--72
(abstract)
- Fleet, D.J., Black, M.J., Yacoob, Y., and Jepson, A.D. (2000)
Design and use of linear models for image motion analysis.
International Journal of Computer Vision 36(3):171-193
(abstract)
(pdf)
- Black, M.J., Fleet, D.J., and Yacoob, Y. (2000) Robustly
estimating changes in image appearance. Computer Vision and
Image Understanding 78(1):8-31
(abstract)
- Langley, K., Fleet, D.J., and Hibbard, P. (1999) Stereopsis from
contrast envelopes. Vision Research 39(14): 2313-2324
(abstract)
- Langley, K., Fleet, D.J., and Hibbard, P. (1998) Linear and nonlinear
transparency in binocular vision. Proceedings of the Royal Society
(London) B, 265: 1837-1845
(abstract)
- Gurnsey, R., Fleet, D.J. and Potechin, C. (1998) Second-order
motions contribute to vection. Vision Research, 38(18) 2801-2816
(abstract)
- Fleet, D.J., Wagner, H. and Heeger, D.J. (1996)
Neural encoding of binocular disparity: Energy model, position shifts and
phase shifts. Vision Research, 36(12) 1839-1857
(abstract)
- Langley, K., Fleet, D.J., and Hibbard, P. (1996) Linear filtering
precedes nonlinear processing in early vision. Current Biology,
6(7) 891-896
(abstract)
- Fleet, D.J. and Langley, K. (1995) Recursive filters for optical
flow. IEEE Transactions on Pattern Analysis and Machine
Intelligence, 17(1):61-67
(compressed postscript)
© IEEE
- Fleet, D.J. and Langley, K. (1994) Computational analysis of
non-Fourier motion. Vision Research, 34(22):3057-3079
(abstract)
- Barron, J.L., Fleet, D.J., and Beauchemin, S. (1994) Performance of
optical flow techniques. International Journal of Computer Vision,
12(1):43-77
(abstract)
(pdf)
- Fleet, D.J. and Jepson, A.D. (1993) Stability of phase information.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
15(12):1253-1268
(compressed postscript)
© IEEE
- Jepson, A.D. and Fleet, D.J. (1991) Phase singularities in
scale-space. Image and Vision Computing Journal, 9(5): 338--343
(abstract)
- Fleet, D.J., Jepson, A.D., and Jenkin, M. (1991) Phase-based disparity
measurement. CVGIP: Image Understanding, 53(2): 198--210
(abstract)
- Fleet, D.J. and Jepson, A.D. (1990) Computation of component image
velocity from local phase information. International Journal of Computer
Vision, 5(1): 77--104
(abstract)
(pdf)
- Fleet, D.J. and Jepson, A.D. (1989) Hierarchical construction of
orientation and velocity selective filters. IEEE Transactions on
Pattern Analysis and Machine Intelligence, 11(3): 315--325
- Fleet, D.J., and Jepson, A.D. (1985) Spatiotemporal inseparability
in early vision: centre-surround models and velocity selectivity.
Computational Intelligence, 1(3): 89--102
- Fleet, D.J., Hallett, P.E., and Jepson, A.D. (1985) Spatiotemporal
inseparability in early visual processing. Biological Cybernetics,
52(2): 153--164
- Jepson, A.D., Fleet, D.J. and Black, M.J. (2002) A layered motion
representation with occlusion and compact spatial support. European
Conference on Computer Vision, Copenhagen, May 2002, Vol. I, pp. 692--706
- Bhotika, R., Fleet, D.J., and Kutulakos, K. (2002) A probabilistic
theory of occupancy and emptiness. European Conference on Computer
Vision, Copenhagen, May 2002, Vol. III, pp. 112--130
- Saund, E., Mahoney, J., Fleet, D.J., Larner, D. and Lank, E. (2002)
Perceptual organization as a foundation for intelligent sketch editing.
AAAI Spring Symp. on Sketch Understanding, March 2002, Stanford
University (to appear)
- Jepson, A.D., Fleet, D.J. and El-Maraghi, T. (2001) Robust,
on-line appearance models for vision tracking.
IEEE Conference on Computer Vision and Pattern Recognition,
Kauai, Vol. I, pp. 415--422
[Runner-Up for best paper]
(pdf)
(pdf)
© IEEE
- Nestares, O. and Fleet, D.J. (2001) Detection and tracking of motion
boundaries. IEEE Conference on Computer Vision and Pattern
Recognition, Kauai, Vol. II. pp. 358--365
(pdf)
© IEEE
- Saund, E., Mahoney, J., Larner, D., and Fleet, D.J. (2001) Perceptual
organization as a foundation for graphics recognition.
IAPR International Workshop on Graphics Recognition,
Kingston, Canada (to appear)
- Ormoneit, D., Lemieux, C., and Fleet, D.J. (2001) Lattice particle
filters. Conference on Uncertainty in Artifical Intelligence,
August 2001, Morgan Kaufmann Press, pp. 395--402
(pdf)
- Choo, K. and Fleet, D.J. (2001) People tracking with hybrid Monte
Carlo. IEEE International Conference on Computer Vision,
Vancouver, Vol II, pp. 321-328
(pdf)
© IEEE
- Sidenbladh, H., Black, M.J., and Fleet, D.J. (2000) Stochastic
tracking of 3D human figures using 2d image motion. European Conference
on Computer Vision, Dublin, Vol. II, pp. 702--718
(pdf)
- Haussecker, H. and Fleet, D.J. (2000) Computing optical flow with
physical models of brightness variation. IEEE Conference on Computer
Vision and Pattern Recognition,
Hilton Head, South Carolina, Vol. II, pp. 760-767
(pdf)
© IEEE
- Nestares, O., Fleet, D.J., and Heeger, D.J. (2000) Likelihood functions
and confidence bounds for total-least-squares problems.
IEEE Conference on Computer Vision and Pattern Recognition,
Hilton Head, South Carolina, Vol. I, pp. 523--530
(pdf)
© IEEE
- Ma, B., Ellis, R.E. and Fleet, D.J. (1999) A robust method for
surface-based registration. International Conference on Medical Image
Computing and Computer-Assisted Intervention, Cambridge, UK, September,
Spring Verlag, pp. 936-944
- Black, M.J. and Fleet, D.J. (1999) Probabilistic detection and tracking
of motion discontinuities. IEEE International Conference on
Computer Vision, Corfu, Greece, September, pp. 551-558
(compressed postscript)
© IEEE
[Runner-Up for best paper]
- Fleet, D.J., Black, M.J. and Jepson, A.D. (1998) Motion Feature
Detection Using Steerable Flow Fields. IEEE Conference on Computer
Vision and Pattern Recognition, Santa Barbara, June, pp. 274-281
(compressed postscript)
© IEEE
- Black, M.J., Fleet, D.J., and Yacoob, Y. (1998) A framework for
modeling appearance change in image sequences. IEEE International
Conference on Computer Vision, Mumbai, India, January, pp. 660-667
(compressed postscript)
© IEEE
- Fleet, D.J. and Heeger, D.J. (1997) Embedding invisible information in
color images. IEEE International Conference on Image Processing,
Santa Barbara, October, Vol. I, pp. 532-535
(colour postscript)
(b&w postscript)
© IEEE
- Black, M.J., Yacoob, Y., Jepson, A.D., and Fleet, D.J. (1997) Learning
parameterized models of image motion. IEEE Conference on Computer Vision
and Pattern Recognition, Puerto Rico, June, pp. 561-567
(compressed postscript)
© IEEE
- Black, M.J., Yacoob, Y., and Fleet, D.J. (1997) Modelling appearance
change in image sequences. International Workshop on Visual Form,
Capri, Italy, May. World Scientific Pub., C. Arcelli, L.P. Cordella, and
G.S. di Baja, Eds., pp. 11-20
- Ellis, R., Fleet, D., Bryant, T., Rudan, J., and Fenton, P. (1997) A
method for evaluating CT-based surgical registration. International
Conference on Medical Robotics and Computer Assisted Surgery, Grenoble,
March, pp. 141-150
- Clifford, C., Langley, K. and Fleet, D.J. (1995) Centre-frequency
adaptive IIR temporal filters for phase-based image velocity estimation.
IEE International Conference on Image Processing and Applications,
Edinburgh, July, pp. 173-178
(compressed postscript)
- Haglund, L. and Fleet, D.J. (1994) Stable estimation of image
orientation. IEEE International Conference on Image Processing,
Austin, November Vol. III, pp. 68-72
(compressed postscript)
© IEEE
- Fleet, D.J. (1994) Disparity from local weighted phase-correlation.
IEEE International Conference on SMC, San Antonio, October, pp. 48-56
(compressed postscript)
© IEEE
- Fleet, D.J. and Langley, K. (1993) Toward real-time optical flow.
Vision Interface,, Toronto, May, pp. 116-124
- Langley, K. and Fleet, D.J. (1992) Recursive filters for phase-based
optical flow. Isreali Conference on Vision and AI, Ramat Gan,
Isreal, December, pp. 255-264
- Langley, K. and Fleet, D.J. (1992) Multiple binaural time delay
estimation. ESCA Workshop on Speech Processing in Adverse
Conditions, Cannes, November, pp. 159-162 (ISSN 1018-4554)
- Langley, K., Fleet, D.J., and Atherton, T.J. (1992) On transparent
motion computation. British Machine Vision Conference, Leeds,
September, Springer-Verlag, pp. 245-255
- Barron, J.L., Fleet, D.J., Beauchemin, S., and Burkitt, T. (1992)
Performance of optical flow techniques. IEEE Conference on
Computer Vision and Pattern Recognition, Champaign, June, pp. 236-242
- Langley, K., Fleet, D.J., and Atherton, T.J. (1992) Multiple motions
from instantaneous frequency. IEEE Conference on Computer Vision
and Pattern Recognition, Champaign, June, pp. 846-849
- Fleet, D.J. and Jepson, A.D. (1991) Stability of phase
information.
IEEE Workshop on Visual Motion, Princeton, October 1991, pp. 52-60
- Jepson, A.D., and Fleet, D.J. (1990) Scale-space
singularities. European Conference on Computer Vision,
Antibes, April, Springer-Verlag, pp. 50-55
- Fleet, D.J. and Jepson, A.D. (1989) Computation of normal velocity
from local phase information. IEEE Conf. on Computer Vision
and Pattern Recognition, , San Diego, pp. 379-386
- Fleet, D.J. and Jepson, A.D. (1989) Computation of normal velocity
from local phase information. Optical Society of America Meeting
on Image Understanding and Machine Vision, Cape Cod, pp. 58-61
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