Title:
Vision_with_Direction_A_Systematic_Introduction_to
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Description: This introductory textbook presents the modern signal processing concepts used in computer vision and image analysis in a systematic and mathematically coherent way. For the first time in a textbook on image processing, single direction, group direction, corners and edges, Hough transform, and motion estimation are developed in a principled way using direction tensors as the unifying concept. The topics presented include Hilbert spaces, the Fourier transform, scale analysis, direction fields, structure tensors, motion tensors, the Hough transform, grouping, and segmentation. Directional signal processing, an increasingly crucial element of computer vision for which neural circuits exist in human vision, is dealt with in depth by use of tensors. All chapters are richly illustrated, with color graphics from cover to cover applications are studied in various fields, including biometric person authentication, texture analysis, optical character recognition, and motion estimation and track
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Vision_with_Direction_A_Systematic_Introduction_to_Image_Processing_and_Computer_Vision.pdf
