Advances in Image and Video Technology: 5th Pacific Rim by Deepak Ghimire, Joonwhoan Lee (auth.), Yo-Sung Ho (eds.)

By Deepak Ghimire, Joonwhoan Lee (auth.), Yo-Sung Ho (eds.)

The two-volume complaints LNCS 7087 + LNCS 7088 represent the court cases of the fifth Pacific Rim Symposium on photo and Video expertise, PSIVT 2011, held in Gwangju, Korea, in November 2011. the entire of seventy one revised papers was once conscientiously reviewed and chosen from 168 submissions. the themes lined are: image/video coding and transmission; image/video processing and research; imaging and images and visualization; image/video retrieval and scene realizing; biomedical snapshot processing and research; biometrics and snapshot forensics; and machine imaginative and prescient applications.

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Extra resources for Advances in Image and Video Technology: 5th Pacific Rim Symposium, PSIVT 2011, Gwangju, South Korea, November 20-23, 2011, Proceedings, Part I

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Since the deformation field is noisy, it is necessary to smooth out the field along the surface to increase the signal-to-noise ratio (SNR). Further, smoothing is desirable in satisfying the assumptions of the random field theory (RFT), which is used in correcting for multiple comparisons [14,15]. For RFT to work, the Gaussianness and smoothness of data are needed [14,16]. As the amount of smoothing increases, Gaussianness and smoothness of data increases. With these motivations, we present a new framework of smoothing scalar and vector measurements using heat kernel smoothing, which is equivalent to performing isotropic diffusion but without discretizing the diffusion equation.

The subcortical masks and the corresponding surfaces are shown in Fig. 1. Using ANTS, we have the deformation vector field of warping an individual brain to the template. The vector field is defined on voxels. On the other hand, the vertices of the subcortical surface meshes are located within voxels. So we simply assigned the vector field onto the mesh vertices by linear interpolation (Fig. 2). The length of the displacement vector at each vertex is computed and used as a feature to measure the local shape variation.

34 years). edu/). There are 23 males and 46 females. The amygdalae and hippocampi were manually segmented by a trained individual rater. Brain tissues in the MRI scans were first segmented using Brain Extraction Tool (BET) [17]. Then we performed a nonlinear image registration using the diffeomorphic shape and intensity averaging technique with cross-correlation as similarity metric through Advanced Normalization Tools (ANTS) [18]. A study-specific unbiased template was constructed from a random subsample of 10 subjects.

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