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ASPLOS
2010
ACM
15 years 4 months ago
Accelerating MATLAB Image Processing Toolbox functions on GPUs
In this paper, we present our effort in developing an opensource GPU (graphics processing units) code library for the MATLAB Image Processing Toolbox (IPT). We ported a dozen of r...
Jingfei Kong, Martin Dimitrov, Yi Yang, Janaka Liy...
MICCAI
2010
Springer
14 years 10 months ago
3D Knowledge-Based Segmentation Using Pose-Invariant Higher-Order Graphs
Segmentation is a fundamental problem in medical image analysis. The use of prior knowledge is often considered to address the ill-posedness of the process. Such a process consists...
Chaohui Wang, Olivier Teboul, Fabrice Michel, Salm...
ISBI
2009
IEEE
15 years 6 months ago
Image-Driven Population Analysis Through Mixture Modeling
—We present iCluster, a fast and efficient algorithm that clusters a set of images while co-registering them using a parameterized, nonlinear transformation model. The output of...
Mert R. Sabuncu
ICIP
2009
IEEE
16 years 29 days ago
Multi-sensor Image Registration Based-on Local Phase Coherence
The major challenges in automatic multi-sensor image registration are the inconsistency in intensity or contrast patterns, and the existence of partial or missing information betw...
MICCAI
2005
Springer
16 years 23 days ago
Elastic Registration of 3D Ultrasound Images
3D registration of ultrasound images is an important and fast-growing research area with various medical applications, such as image-guided radiotherapy and surgery. However, this ...
Pezhman Foroughi, Purang Abolmaesumi