Data Analytics for Protein Crystallization

Data Analytics for Protein Crystallization PDF

Author: Marc L. Pusey

Publisher: Springer

Published: 2017-11-27

Total Pages: 245

ISBN-13: 3319589377

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This unique text/reference presents an overview of the computational aspects of protein crystallization, describing how to build robotic high-throughput and crystallization analysis systems. The coverage encompasses the complete data analysis cycle, including the set-up of screens by analyzing prior crystallization trials, the classification of crystallization trial images by effective feature extraction, the analysis of crystal growth in time series images, the segmentation of crystal regions in images, the application of focal stacking methods for crystallization images, and the visualization of trials. Topics and features: describes the fundamentals of protein crystallization, and the scoring and categorization of crystallization image trials; introduces a selection of computational methods for protein crystallization screening, and the hardware and software architecture for a basic high-throughput system; presents an overview of the image features used in protein crystallization classification, and a spatio-temporal analysis of protein crystal growth; examines focal stacking techniques to avoid blurred crystallization images, and different thresholding methods for binarization or segmentation; discusses visualization methods and software for protein crystallization analysis, and reviews alternative methods to X-ray diffraction for obtaining structural information; provides an overview of the current challenges and potential future trends in protein crystallization. This interdisciplinary work serves as an essential reference on the computational and data analytics components of protein crystallization for the structural biology community, in addition to computer scientists wishing to enter the field of protein crystallization.

Scale-Space Theories in Computer Vision

Scale-Space Theories in Computer Vision PDF

Author: Mads Nielsen

Publisher: Springer Science & Business Media

Published: 1999-09-15

Total Pages: 544

ISBN-13: 354066498X

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This volume constitutes the refereed proceedings of the Second International Conference on Scale-Space Theories in Computer Vision, Scale-Space'99, held in Corfu, Greece, in September 1999. The 36 revised full papers and the 18 revised posters presented in the book were carefully reviewed and selected from 66 high-quality submissions. The book addresses all current aspects of this young and active field, in particular geometric Image flows, nonlinear diffusion, functional minimization, linear scale-space, etc.

Computer Analysis of Images and Patterns

Computer Analysis of Images and Patterns PDF

Author: Richard Wilson

Publisher: Springer

Published: 2013-08-17

Total Pages: 604

ISBN-13: 3642402461

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The two volume set LNCS 8047 and 8048 constitutes the refereed proceedings of the 15th International Conference on Computer Analysis of Images and Patterns, CAIP 2013, held in York, UK, in August 2013. The 142 papers presented were carefully reviewed and selected from 243 submissions. The scope of the conference spans the following areas: 3D TV, biometrics, color and texture, document analysis, graph-based methods, image and video indexing and database retrieval, image and video processing, image-based modeling, kernel methods, medical imaging, mobile multimedia, model-based vision approaches, motion analysis, natural computation for digital imagery, segmentation and grouping, and shape representation and analysis.

Blob Life Begins At 40

Blob Life Begins At 40 PDF

Author: Ian Long Pip Wilson

Publisher: Lulu.com

Published: 2013-07-31

Total Pages: 95

ISBN-13: 1291508406

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Blob Life Begins At 40 is the latest in the Blob series that focuses upon a key change in life. Some have called it the naughty forties, because many experiment with new ideas, and even relationships. This book is a reflective tool for all those who have reached the point that they need to change their current circumstances. It is best used with at least one other person, but can be applied for the individual. Each image can be photocopied and used within a group situation. This book is a companion to the highly successful 'Blob Life'.

Scale-Space Theory in Computer Vision

Scale-Space Theory in Computer Vision PDF

Author: Bart ter Haar Romeny

Publisher: Springer Science & Business Media

Published: 1997-06-18

Total Pages: 388

ISBN-13: 9783540631675

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This book constitutes the refereed proceedings of the First International Conference on Scale-Space Theory for Computer Vision, Scale-Space '97, held in Utrecht, The Netherlands, in July 1997. The volume presents 21 revised full papers selected from a total of 41 submissions. Also included are 2 invited papers and 13 poster presentations. This book is the first comprehensive documentation of the application of Scale-Space techniques in computer vision and, in the broader context, in image processing and pattern recognition.

Scale-Space Theory in Computer Vision

Scale-Space Theory in Computer Vision PDF

Author: Tony Lindeberg

Publisher: Springer Science & Business Media

Published: 2013-03-09

Total Pages: 436

ISBN-13: 1475764650

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The problem of scale pervades both the natural sciences and the vi sual arts. The earliest scientific discussions concentrate on visual per ception (much like today!) and occur in Euclid's (c. 300 B. C. ) Optics and Lucretius' (c. 100-55 B. C. ) On the Nature of the Universe. A very clear account in the spirit of modern "scale-space theory" is presented by Boscovitz (in 1758), with wide ranging applications to mathemat ics, physics and geography. Early applications occur in the cartographic problem of "generalization", the central idea being that a map in order to be useful has to be a "generalized" (coarse grained) representation of the actual terrain (Miller and Voskuil 1964). Broadening the scope asks for progressive summarizing. Very much the same problem occurs in the (realistic) artistic rendering of scenes. Artistic generalization has been analyzed in surprising detail by John Ruskin (in his Modern Painters), who even describes some of the more intricate generic "scale-space sin gularities" in detail: Where the ancients considered only the merging of blobs under blurring, Ruskin discusses the case where a blob splits off another one when the resolution is decreased, a case that has given rise to confusion even in the modern literature.

Multi-Modal User Interactions in Controlled Environments

Multi-Modal User Interactions in Controlled Environments PDF

Author: Chaabane Djeraba

Publisher: Springer Science & Business Media

Published: 2010-06-30

Total Pages: 226

ISBN-13: 144190316X

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Multi-Modal User Interactions in Controlled Environments investigates the capture and analysis of user’s multimodal behavior (mainly eye gaze, eye fixation, eye blink and body movements) within a real controlled environment (controlled-supermarket, personal environment) in order to adapt the response of the computer/environment to the user. Such data is captured using non-intrusive sensors (for example, cameras in the stands of a supermarket) installed in the environment. This multi-modal video based behavioral data will be analyzed to infer user intentions while assisting users in their day-to-day tasks by adapting the system’s response to their requirements seamlessly. This book also focuses on the presentation of information to the user. Multi-Modal User Interactions in Controlled Environments is designed for professionals in industry, including professionals in the domains of security and interactive web television. This book is also suitable for graduate-level students in computer science and electrical engineering.