Learning of Low-level Spatiotemporal Structural Patterns

3D Object Recognition

Recognition is achieved either by explicitly coding the recognition criteria in terms of low level structure, or through learning from examples. Learning algorithms incorporate subspace projections of higher dimensional data symbolically or using neural approaches.

Learning of Low-level Spatiotemporal Structural Patterns

Given an image or a video sequence, a prespecified set of low level, spatial and/or temporal descriptors of the image/video structure, and a higher level interpretation of the structure, use computational learning methods to derive a succinct relationship between the interpretation and the low level structural description.