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Segmentation
and protein localization in cell cultured assays:
Goal
of this research is to automatically characterize punctate
protein events within sub cellular structure. Conference
publication: ISVC
2005, Journal publication: Journal of Microscopy 2007
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Face
recognition experiments with eye glass removal:
We demonstrate an increase in confidence with face recognition
after removing eye glasses from an image. Image inpainting
is used to remove eye glasses. Face recognition is done
computing mahalanobis distance. |
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Eyeglass
removal using Genetic algorithms:
Optimal set of eigen features is selected in a lower dimensional
feature space (pca) using genetic algorithm by minimizing
least squared error in the eye region of image with and
without eyeglasses. Any new image with eyeglasses can be
projected into the eigen features determined by GA to get
image without glasses |
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Segmentation
and tracking using chan-vese algorithm:
This projects implements a paper which tracks moving objects
using chan-vese algorithm. The segmentation problem is formulated
as an energy minimization problem and is solved by using
level set approach. Tracking is performed by segmenting
in successive frames |