Abstract

proposal abstract): The proposed research is to conduct experimental and theoretical research on the problem of integrating form perception and the perception of motion. The proposed work uses image segmentation to get better model predictions of perceived motion and uses motion perception as an indication of image segmentation. The experiments will employ simple computer-generated stimuli that reveal a variety of interesting perceptual effects. Among them will be rotating ellipses that appear non-rigid, translating rhombus figures that appear to move incorrectly, and reduced variants of barber pole figures. Each stimulus has been chosen to study certain fundamental issues in motion analysis, and to test various properties of the candidate motion models. Modeling will proceed in parallel with the experiments. Existing models and new ones will be tested and modified in accord with the experimental results.

  Funding Agency

Agency
National Institute of Health (NIH)
Institute
National Eye Institute (NEI)
Type
Research Project (R01)
Project #
5R01EY011005-04
Application #
2701415
Study Section
Visual Sciences B Study Section (VISB)
Project Start
1995-05-01
Project End
2000-04-30
Budget Start
1998-05-01
Budget End
1999-04-30
Support Year
4
Fiscal Year
1998
Total Cost
Indirect Cost

  Institution

Name
Massachusetts Institute of Technology
Department
Other Basic Sciences
Type
Other Domestic Higher Education
DUNS #
City
Cambridge
State
MA
Country
United States
Zip Code
02139

  Publications

Tappen, Marshall F; Freeman, William T; Adelson, Edward H (2005) Recovering intrinsic images from a single image. IEEE Trans Pattern Anal Mach Intell 27:1459-72
Dror, Ron O; Willsky, Alan S; Adelson, Edward H (2004) Statistical characterization of real-world illumination. J Vis 4:821-37
McDermott, Josh; Adelson, Edward H (2004) The geometry of the occluding contour and its effect on motion interpretation. J Vis 4:944-54
McDermott, Josh; Adelson, Edward H (2004) Junctions and cost functions in motion interpretation. J Vis 4:552-63
Seiffert, Adriane E; Somers, David C; Dale, Anders M et al. (2003) Functional MRI studies of human visual motion perception: texture, luminance, attention and after-effects. Cereb Cortex 13:340-9
Weiss, Yair; Simoncelli, Eero P; Adelson, Edward H (2002) Motion illusions as optimal percepts. Nat Neurosci 5:598-604
McDermott, J; Weiss, Y; Adelson, E H (2001) Beyond junctions: nonlocal form constraints on motion interpretation. Perception 30:905-23
Weiss, Y (2000) Correctness of local probability in graphical models with loops. Neural Comput 12:Jan-41
Bravo, M J; Farid, H (2000) The effect of 3D structure on motion segmentation. Vision Res 40:695-704
Farid, H; Adelson, E H (1999) Separating reflections from images by use of independent component analysis. J Opt Soc Am A Opt Image Sci Vis 16:2136-45

Showing the most recent 10 out of 12 publications