Automatic analysis of images

Victor Sergeyevich Abrukov

doi:10.1117/12.525441

7 June 2004 Automatic analysis of images

Victor Sergeyevich Abrukov

Proceedings Volume 5301, Sensors and Camera Systems for Scientific, Industrial, and Digital Photography Applications V; (2004) https://doi.org/10.1117/12.525441
Event: Electronic Imaging 2004, 2004, San Jose, California, United States

Abstract

A new approaches and computer codes (A&CC) for automatic analysis of images are offered. The A&CC are based on presentation of object image as a collection of pixels of various colours and consecutive painting of distinguished itself parts of the image in unusual manner. The A&CC have technical objectives centred on such direction as: 1) image processing (filtration, elimination of noise, segmentation), 2) image feature extraction, 3) image analysis, 4) recognition of image and object and some others. Additional possibilities of the A&CC dealing with usage of artificial neural networks technologies. The A&CC allows to obtain various geometrical and statistical parameters of object image and object. Among them: coordinates and maximum values of cross sizes of every individual part of object image, its square and perimeter, histogram of individual parts with respect to size as well as with respect to type, to form, etc. The opportunities of the A&CC are tested at image analysis of model fires and plumes of the sprayed fluid, ensembles of particles, at a decoding of interferometric images, for elimination of a noise of the images, for filtration of the image, at detection of objects.

Citation Download Citation

Victor Sergeyevich Abrukov "Automatic analysis of images", Proc. SPIE 5301, Sensors and Camera Systems for Scientific, Industrial, and Digital Photography Applications V, (7 June 2004); https://doi.org/10.1117/12.525441

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