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Specifically, it has been suggested that the visual system uses either single or multiple representations to solve the problem of viewpoint invariance for object recognition [ 33 35].
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The fourth paper of the special issue (Masato Ishii et al., "Joint rendering and segmentation of free-viewpoint video") studies the problem of free viewpoint rendering in arrays of cameras.
However, the problem of arbitrary viewpoints is not addressed in this paper.
Specifically, in order to solve the problem of illumination and viewpoint, we extract a key point using a virtual view from a query image and the descriptor based on the local average patch difference, similar to HC-LBP.
Although we have proposed the technique of autonomous landmark generation [7], in which some peripheral objects near the target are selected as landmarks in real time to relate the target to the surroundings, problems resulting from differences of viewpoint are not considered and a relation-based representation among the target and multiple landmarks had not been used.
Such information (i.e., "redundant" links and the weight (importance) of facts/model fragments) is important for comparing/designing a set of problems from the viewpoint of education, while it is not addressed in compositional modeling.
In this viewpoint, the problem of overestimating the attractive solute-water interactions seems to be inevitable unless the IHB effects are taken into account in the hydration free energy function.
In the third and final part of the paper, Weyl treats the dynamical problem from the viewpoint of a one parameter group of unitary transformations in system space generated by the Hamiltonian operator of the system.
The problem is how to create a remedy for this sort of viewpoint discrimination.
In this paper is presented the derivation of the unconstrained variational statement for initial value problems from the viewpoint of the Principle of Total Virtual Action.
Although the exact nature of the face prototype remains unclear [ 36], this sparse coding mechanism is thought to offer several advantages including a minimization of energy consumption in response to natural stimulation and an elegant solution to overcome the problem of certain transformations associated with, e.g., viewpoint change or aging.
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