View-invariant representations of hand postures in this region may then be accessed and further interpreted by multiple downstream systems to inform high-level judgments related to action understanding, emotion recognition, and non-verbal communication....
In a follow-up study, where infants were exposed to a short movie showing people rotating their heads, the profile-induced P400 effect was speeded up, indicating that exposure to successive views of the same object is probably a way to build up adult-like face representations.doi:10.1016/j....
The visual features identified from the view-tuned face neurons showed that (1) IT columnar responses can be emulated by a shallow network detecting low-level representations derived from natural image fragments (A); (2) the resulting features can reproduce the preference of the neurons to ...
Before beginning, we need to use Instant-NGP to construct NeRF representations for the 1000 objects in IM3D, which will take approximately 24 hours. However, if you only want to conduct attacks or run simple demos, you can opt to train NeRF for a subset of the objects. Due to limited ...
Keogh E, Wei L, Xi X, Lee S, Vlachos M (2006) LB_Keogh supports exact indexing of shapes under rotation invariance with arbitrary representations and distance measures. International Conference on Very Large Data Bases 882–893. Kim S, Park S, Chu W (2001) An index-based approach for si...
A second memory system sustains view-invariant representations of 3D objects. The view-dependent memory system has a storage capacity of 3-4 representations and the view-invariant memory system has a storage capacity of 1-2 representations. These systems can operate independently from one another ...
A method for learning image representations comprises receiving a pair of images, generating a set of candidate patches in each image, identifying features in each patch, arranging the patches in pairs and comparing a distance between a feature in the first image to a feature in the second ...
Our approach utilizes the similarities of a face image against a set of faces from a training set at the same view to establish view-invariant representations of a person in different poses. Experimental results indicate that the proposed approach achieves high recognition rate even for large pose...
We found that chicks can build view-invariant object representations from a single view of an object: a case of one-shot learning in newborn brains. Chicks can also build the same view-invariant object representation from different views of an object, showing that newborn brains converge on ...
Our results showcase that skeleton representations learned from ViA are generic enough to improve upon state-of-the-art action classification accuracy, not only on 3D laboratory datasets such as NTU-RGB+D 60 and NTU-RGB+D 120, but also on real-world datasets where only 2D data are ...