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Image Recognition and Classification: Algorithms, Systems, and Applications

Bahram Javidi
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TLDR
Introduction linear filters for pattern recognition nonlinear filtering for image recognition distortion invariant pattern recognition systems image recognition based on statistical detection theory neural networks based automatic target recognition hyperspectral automatic object recognition laser radarautomatic target recognition radar signature recognition wavelets.
Abstract
Introduction linear filters for pattern recognition nonlinear filtering for image recognition distortion invariant pattern recognition systems image recognition based on statistical detection theory neural networks based automatic target recognition hyperspectral automatic object recognition laser radar automatic target recognition radar signature recognition wavelets for image recognition pattern recognition for anticounterfeiting and security systems applications of pattern recognition techniques to road sign recognition and tracking optical and optoelectronic implementation of linear and nonlinear filters.

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Citations
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Proceedings Article

Image Processing

TL;DR: The main focus in MUCKE is on cleaning large scale Web image corpora and on proposing image representations which are closer to the human interpretation of images.
Journal Article

Digital wavefront measuring interferometer for testing optical surfaces and lenses

TL;DR: In this article, a self-scanned 1024 element photodiode array and a minicomputer are used to measure the phase (wavefront) in the interference pattern of an interferometer to lambda/100.
Journal Article

Digital decoding of in-line holograms

TL;DR: The proposed filter is a truncated series expansion of the inverse of that operator that maps object opacity function to hologram intensity, which is shown to be equivalent to conventional (optical) reconstruction, with successive terms increasingly sup-pressing the twin image.

Automated Three-Dimensional Identification and Tracking of Micro/Nanobiological Organisms by Computational

TL;DR: A comprehensive mixture of optical and computational tools developed in this group aiming at real-time sensing and recognition of biological microorganisms are reviewed and deemed promising with the potential of widespread application.
Journal ArticleDOI

Three-dimensional identification of stem cells by computational holographic imaging.

TL;DR: An optical imaging system and mathematical algorithms for three-dimensional sensing and identification of stem cells and a statistical approach using an empirical cumulative density function is introduced, indicating that the system can be potentially useful for recognizing and classifying stem cells.
References
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Journal ArticleDOI

Snakes : Active Contour Models

TL;DR: This work uses snakes for interactive interpretation, in which user-imposed constraint forces guide the snake near features of interest, and uses scale-space continuation to enlarge the capture region surrounding a feature.
Journal ArticleDOI

Introduction to Fourier Optics

Joseph W. Goodman, +1 more
- 01 Apr 1969 - 
TL;DR: The second edition of this respected text considerably expands the original and reflects the tremendous advances made in the discipline since 1968 as discussed by the authors, with a special emphasis on applications to diffraction, imaging, optical data processing, and holography.
Proceedings Article

Image Processing

TL;DR: The main focus in MUCKE is on cleaning large scale Web image corpora and on proposing image representations which are closer to the human interpretation of images.
Journal ArticleDOI

Direct recording of holograms by a CCD target and numerical reconstruction.

TL;DR: The principle of recording holograms directly on a CCD target is described and a real image of the object is reconstructed from the digitally sampled hologram by means of numerical methods.
Book ChapterDOI

V Phase-Measurement Interferometry Techniques

TL;DR: The phase modulation in an interferometer can be induced by moving a mirror, tilting a glass plate, moving a grating, rotating a half-wave plate or analyzer, using an acoustooptic or electro-optic modulator, or using a Zeeman laser as mentioned in this paper.
Related Papers (5)