Image Processing Techniques Pdf
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Image Processing Techniques Pdf
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Basics of Image Processing I Points operators linear filtering fourier transform Website http 6 869 csail mit edu fa15 Instructor Aude Oliva Lecture TR 9 30AM 11 00AM Room 34 101 Chapter 3 Online draft in course materials section Vision a multi stage network Optics Sampling filtering Filtering multi scale 1. Introduction Modern digital technology has made it possible to manipulate multi-dimensional signals with systems that range from simple digital circuits to advanced parallel computers. The goal of this manipulation can be divided into three categories: • Image Processing image in→image out • Image Analysis image in→measurements out
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Image Processing Techniques PdfLinear filtering: a key idea. Transformations on signals; e.g.: bass/treble controls on stereo. blurring/sharpening operations in image editing. smoothing/noise reduction in tracking. Key properties. linearity: filter(f + g) = filter(f) + filter(g) shift invariance: behavior invariant to shifting the input. delaying an audio signal. This paper provides an overview of image processing methods The main concern of this paper is to define various techniques used in different phases of image processing
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