By Craig Robertson, Robert B. Fisher, Kenneth Dawson-Howe, Andrew Fitzgibbon, Emanuele Trucco
The definitive advisor for execs operating with machine imaginative and prescient, photo processing and multimedia applications
Developments in computing device imaginative and prescient, picture research and photograph processing are progressing at a notable expense. The breadth of purposes is significant, overlaying more than a few topic parts from physics and arithmetic to multimedia communications and biometrics. The Dictionary of laptop imaginative and prescient and photo Processing is a essentially written software for navigating the most recent terminology, techniques and applied sciences in those demonstrated parts of growth.
Capturing a image of the topic via its vocabulary, this dictionary:• provides a accomplished and authoritative reference for all computer-vision practitioners;• comprises greater than 2,500 key phrases and four hundred illustrations on desktop imaginative and prescient, snapshot research and photo processing;• presents broad cross-referencing to steer the reader via new or much less more often than not encountered terms.
The Dictionary of computing device imaginative and prescient and photo Processing is an necessary source for skilled pros and complicated point scholars operating in laptop imaginative and prescient, snapshot processing and multimedia purposes. furthermore, amateur and intermediate point clients of computing device imaginative and prescient know-how will locate it a very invaluable reference software.
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Additional info for Dictionary of Computer Vision and Image Processing
The name arises from using the propagation of the discrepancies between the computed and desired responses at the network output back to the network inputs. The discrepancies are one of the inputs into the network weight recomputation process. back-tracking: A basic technique for graph searching: if a terminal but non-solution node is reached, search does not terminate with failure, but continues with still unexplored children of a previously visited non-terminal node. Classic back-tracking algorithms are breadth-first, depth-first, and A*.
BDRF: See bidirectional reflectance distribution function. beam splitter: An optical system that divides unpolarized light into two orthogonally polarized beams, each at 90 to the other, as in this example: of thin metal plates. If a set of landmarks is distributed on two infinite flat metal plates and the differences in the coordinates between the two sets are vertical displacements of the plate, one Cartesian coordinate at a time, then the bending energy is the energy required to bend the metal plate so that the landmarks are coincident.
Appearance model: A representation used for interpreting images that is based on the appearance of the object. These models are usually learned by using multiple views of the objects. See also active appearance model and appearance based recognition. appearance prediction: Part of the science of appearance engineering, where an object texture is changed so that the viewer experience is predictable. appearance singularity: An image position where a small change in viewer position can cause a dramatic change in the appearance of the observed scene, such as the appearance or disappearance of image features.