4D and 5D
image processing: 

4D
Postprocessing of Gated SPECT Images
This method is based on motioncompensated temporal smoothing
using a deformable contentadaptive mesh to model cardiac motion.
NO PARTIAL VOLUME EFFECT IS MODELD
MotionCompensated 4D Processing of Gated SPECT Perfusion Studies
Here present two 4D motioncompensated reconstruction algorithms for gated
cardiac SPECT.
PARTIAL VOLUME EFFECT IS MODELD
4D
smoothing of gated SPECT images using a leftventricle shape model and a
deformable mesh
Similar as pervious with
incorporation of heart shape model. We used clinical data.
PARTIAL VOLUME EFFECT IS MODELD AND
MIOCARDIUM SHAPE
Spatially
Adaptive Temporal Smoothing for Reconstruction of Images Sequence
In this project, spacevariant statistical
descriptors of the temporal correlations in the image sequence data were
used in order to improve image quality.

Xray
imaging methods:



Mesh
generation and mesh modeling of images:


ContentAdaptive
3D Mesh Modeling for Representation of Voumetric Images
In this work we present a fast, contentadaptive approach for
threedimensional (3D) mesh representation of volumetric images.
Accurate
Mesh Representation of VectorValued (Color) Image
In this work we present a fast procedure
for contentadaptive mesh representation of vectorvalued (e.g., color)
images.
MultyModality Tomographic Image Reconstruction
In this project we investigate a meshmodeling approach for multimodality
image reconstruction.
ContentAdaptive
Mesh Modeling for Image and Tomographic Image Representation and Reconstruction
Here we propose for
the first time the use of a contentadaptive mesh model (CAMM) for tomographic
image reconstruction.

Numerical
observer methodologies:



Other
image processing and signal processing methods:


Penalized Weighted Least
Square Reconstruction for Partially Know System Response
In classical approach to tomographic
image reconstruction, it is usually assumed that the system matrix is known
exactly. This is an unrealistic assumption in practice. In this project
we consider one approach to over come this problem by modeling the system
matrix as the sum of a known part and an unknown random error that accounts
for any error in the system modeling.




Hardware
design projects: 

Bopak
This is a simple electronic that counts bottles. If four bottle is
counted a trigger signal is sent to filler. Filler sense the fluid level and
when reached a fluid flow is stopped and a new cycle begins.

Bopak1LS
This electronic is designed for to control the bottle filling machine.

PLC (Programmable Logic Controller) for industrial application.
This is general purpose PLC processor card.





Interesting Class projects: 




