Computational Optical Imaging
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Home > Science, Technology & Agriculture > Other technologies and applied sciences > Applied optics > Computational Optical Imaging
Computational Optical Imaging

Computational Optical Imaging


     0     
5
4
3
2
1



Out of Stock


Notify me when this book is in stock
X
About the Book

Computational optical imaging uses electromagnetic signals in the infrared, visible, ultraviolet, and x-ray wavelength ranges to characterize remote objects. This text explains how to create mathematical forward models describing tomographic, holographic, ptychographic, and photographic imaging systems. It describes image estimation algorithms, including those that use artificial neural networks and nonlinear estimators, to estimate still, video, and spectral images from measured data. The text considers geometric, diffractive, and statistical optical radiation models. It shows that advanced sensing and estimation strategies allow optical imagers to resolve targets with resolution exceeding conventional limits. It also considers how to maximize measurement efficiency and imager capacity using coded and feature-specific sampling and physical system design. Details not found in previous textbooks include coding strategies for compressive tomography, phase curvature in coherent imaging systems, the coherence transfer function, and interferometric focal planes. The last part of the book discusses digital camera design, including sampling optimization for photographic and video imaging and array camera design. This book focuses particularly on deep physical modeling of optical systems and algorithms. It aims to fill the gap between detector design and high-level image processing and to give readers the tools to design end-to-end imaging systems.

Table of Contents:
1. Introduction
Magic
The Treachery of Images
Computational Imaging
context

2. Forward Models
Objects, Fields, and Measurements
Modes
Transformations
Sampling and Discrete Analysis
Bases and Dictionaries
Discrete Forward Models
Spectral Analysis
Neural Representation
Noise
Resolution
Channel Capacity
Exercises

3. Image Estimation
Methods and Metrics
Shift-Invariant Systems
Linear Regression
LASSO Regression
Expectation Maximization
Neural Estimation
Exercises

4. Ray Imaging
Rays
Pinhole and Coded Aperture Imaging
Projection Tomography
Coded Aperture Tomography
Resolution in Geometric Imaging Systems
Focal Imaging
Snapshot Compressive Imaging
Exercises

5. Wave Imaging
Rays, Waves, and Coherence
Wave Fields
Diffraction
Holography
Phase Retrieval
Diffraction Tomography
Compressive Diffraction Tomography
Temporal Holography
Scatter Imaging
Imaging through Inhomogeneous Media
Exercises

6. Coherent Focal Systems
Optics in Coherent Imaging
Planar Optical Elements
The Coherent Impulse Response
Phase Curvature and Spatial Bandpass
Defocus
Ptychography
Wavefront Cameras
Exercises

7. Coherence Imaging
A Third Field Model
Coherence Fields
Coherence Propagation
Two-Beam Interferometry
Coherence Tomography
The Rayleigh Criterion
Coherent Modes
Imaging through Turbulence
Exercises

8. Focal Imaging
The Magic of Lenses
Focal Transformations
Fourier Analysis of Focal Imaging
Focus and Depth of Field
The Coherence Transfer Function
Coherent Modes Revisited
PSF Diversity
Radiance Tomography
Exercises

9. Digital Imaging
Computational Photography
Discrete Sampling and Aliasing
Display of Discrete Images
Compression
The Camera Equation
Intrinsic Calibration
Extrinsic Calibration
Multiframe Fusion
Exericses

10. Sampling Strategy
Data Cubes
Feature-Specific Measurement
Spectral Imaging
Optical Coding for Temporal Imaging
Dynamic Range
Focus
Lens Design
Interferometric Focal Planes
The Sampling Pipeline
Exercises

11. Design Examples
Computational ImagingRange Imaging
Heterogeneous Array Cameras
Event Capture
Object Detection
Object Identification
Analytics and Machine Vision
Exercises

12. Epilogue
Chapter 12 reflects on the transformative potential of computational imaging, emphasizing its role in improving safety, efficiency, and quality of life. It highlights the global impact of traffic accidents and envisions a future where intelligent sensing systems prevent such tragedies. The chapter revisits the three core challenges of computational imaging – physical measurement, data representation, and image transformation – underscoring the need for continued innovation in each area. While the book focused on optimizing physical measurements, the author anticipates that advances in computing and neural processing will address the remaining challenges. The chapter notes rapid progress in imaging technologies like phase imaging, ptychography, and wavefront cameras, while pointing out that coherence and advanced spectral sampling remain underutilized. Ultimately, it concludes that computational imaging is still in its early stages, with vast potential ahead.

Back Matter


Best Sellers


Product Details
  • ISBN-13: 9781510688919
  • Publisher: Spie Press
  • Publisher Imprint: Spie Press
  • ISBN-10: 1510688919
  • Publisher Date: 31 Dec 2025


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Computational Optical Imaging
Spie Press -
Computational Optical Imaging
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Computational Optical Imaging

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept


    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!