Image Processing And Analysis: A Primer

This textbook guides readers through their first steps into the challenging world of mimicking human vision with computational tools and techniques pertaining to the field of image processing and analysis. While today's theoretical and applied processing and analysis of images meet with challenging and complex problems, this primer is confined to a much simpler, albeit critical, collection of image-to-image transformations, including image normalization, enhancement, and filtering. It serves as an introduction to beginners, a refresher for undergraduate and graduate students, as well as engineers and computer scientists confronted with a problem in computer vision. The book covers basic image processing/computer vision pipeline techniques, which are widely used in today's computer vision, computer graphics, and image processing, giving the reader enough knowledge to successfully tackle a wide range of applied problems.

Acest manual ii indruma pe cititori prin primii pasi in lumea provocatoare a mimarii viziunii umane cu instrumente si tehnici de calcul care tin de domeniul procesarii si analizei imaginilor. In timp ce procesarea si analiza teoretica si aplicata a imaginilor de astazi se confrunta cu probleme complexe si provocatoare, acest manual se limiteaza la o colectie mult mai simpla, desi critica, de transformari imagine la imagine, inclusiv normalizarea imaginii, imbunatatirea si filtrarea.