Image Statistics in Visual Computing

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en Limba Engleză Carte Hardback – 13 Dec 2013
The statistics of natural images have attracted the attention of researchers in a variety of fields as a means to better understand the human visual system and its processes. A number of algorithms in computer graphics and vision and image processing take advantage of such statistical findings to create visually more plausible results. This book explores the state of the art in image statistics and discusses existing and potential applications within computer graphics and related areas.
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ISBN-13: 9781568817255
ISBN-10: 1568817258
Pagini: 372
Ilustrații: 166 color images and 8 tables
Dimensiuni: 152 x 229 x 20 mm
Greutate: 0.68 kg
Editura: A K Peters

Public țintă

Computer graphics researchers, vision science researchers, and statisticians.


Background. Introduction. The Human Visual System. Image Collection and Calibration. Image Statistics. First Order Statistics. Gradients, Edges, and Contrast. Fourier Analysis. Dimensionality Reduction. Wavelet Analysis. Markov Random Fields. Beyond Two Dimensions. Color. Depth Statistics. Time and Motion. A Appendix A: Basic Definitions. Bibliography.