# IEEE Transactions on Pattern Analysis and Machine Intelligence

##### Citations

3,908 citations

### Cites methods from "IEEE Transactions on Pattern Analys..."

...The normalized cut approach of Shi and Malik (2000) has as its objective function the minimization of the Raleigh quotient R(f) = f> f f>Df = Pij wij(f(i) f(j))2 Pi dif(i)2 (8)...

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3,880 citations

### Cites methods from "IEEE Transactions on Pattern Analys..."

...Techniques for labeling geometric features of the cerebral cortex are useful for analyzing a variety of functional and structural neuroimaging data (Rademacher et al., 1992; Caviness et al., 1996; Paus et al., 1996; Seidman et al., 1997; Goldstein et al., 1999, 2001, 2002; Lohmann et al., 1999)....

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...Here, we use the results of the manual labeling using the validated techniques of the Center for Morphometric Analysis (CMA) (Rademacher et al., 1992; Caviness et al., 1996) to automatically extract the information required for automating the parcellation procedure....

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...The first is the volumetric one in use at the MGH CMA as described in (Rademacher et al., 1992; Caviness et al., 1996), which defines ∼58 separate labels (see Appendix for a complete list), while the second is an intrinsically surfacebased (SB) parcellation (Destrieux et al., 1998) based on the p P…...

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2,186 citations

### Cites background or methods from "IEEE Transactions on Pattern Analys..."

...Below we generalize the approach in [14] from 2D shapes in images to to deal with volumetric space-time shapes....

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...This measure can be computed [14] by solving a Poisson equation of the form: ∆U(x, y, t) = −1, with (x, y, t) ∈ S, where the Laplacian of U is defined as∆U = Uxx + Uyy + Utt, subject to the Dirichlet boundary conditions U(x, y, t) = 0 at the bounding surface∂S....

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...We adopt a recent approach [14] for analyzing 2D shapes and generalize it to deal with volumetric space-time action shapes....

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...Recently, [14] presented an alternative approach based on a solution to a Poisson equation....

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...The eigenvectors and eigenvalues of H then reveal the local orientation and aspect ratio of the shape [14]....

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1,897 citations

### Cites background from "IEEE Transactions on Pattern Analys..."

...In response, there has been growing research interest in designing compact and lightweight networks [25, 4, 95, 88, 132, 231], network compression and acceleration [34, 97, 195, 121, 124], and network interpretation and understanding [19, 142, 146]....

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1,560 citations

### Cites background from "IEEE Transactions on Pattern Analys..."

...While the MRF formulation of these problems yields an energy minimization problem that is NP hard, good approximation algorithms based on graph cuts [3] and on belief propagation [10, 8] have been developed and demonstrated for the problems of stereo and image restoration....

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...The Potts model [3] captures the assumption that labelings should be piecewise constant....

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...The general framework for the problems we consider can be defined as follows (we use the notation from [3])....

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##### References

3,908 citations

3,880 citations

2,186 citations

1,897 citations

1,560 citations