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商品描述
This dedicated overview of optical compressive imaging addresses implementation aspects of the revolutionary theory of compressive sensing (CS) in the field of optical imaging and sensing. It overviews the technological opportunities and challenges involved in optical design and implementation, from basic theory to optical architectures and systems for compressive imaging in various spectral regimes, spectral and hyperspectral imaging, polarimetric sensing, three-dimensional imaging, super-resolution imaging, lens-free, on-chip microscopy, and phase sensing and retrieval. The reader will gain a complete introduction to theory, experiment, and practical use for reducing hardware, shortening image scanning time, and improving image resolution as well as other performance parameters. Optics practitioners and optical system designers, electrical and optical engineers, mathematicians, and signal processing professionals will all find the book a unique trove of information and practical guidance.
- Delivers the first book on compressed sensing dealing with system development for a wide variety of optical imaging and sensing applications.
- Covers the fundamentals of CS theory, including noise and algorithms, as well as basic design approaches for data acquisition in optics.
- Addresses the challenges of implementing compressed sensing theory in the context of different optical imaging designs, from 3D imaging to tomography and microscopy.
- Provides an essential resource for the design of new and improved devices with improved image quality and shorter acquisition times.
Adrian Stern, PhD, is associate professor and head of the Electro-Optical Engineering Unit at Ben-Gurion University of the Negev, Israel. He is an elected Fellow of SPIE.
商品描述(中文翻譯)
這本專門的光學壓縮成像概述探討了壓縮感知(Compressive Sensing, CS)這一革命性理論在光學成像和感測領域的實施方面。它概述了光學設計和實施中涉及的技術機會和挑戰,從基本理論到各種光學架構和系統的壓縮成像,涵蓋了不同光譜範圍的光譜成像和高光譜成像、偏振感測、三維成像、超解析成像、無透鏡的片上顯微鏡以及相位感測和檢索。讀者將獲得有關理論、實驗和實際應用的完整介紹,以減少硬體需求、縮短影像掃描時間並改善影像解析度及其他性能參數。光學從業者和光學系統設計師、電氣和光學工程師、數學家以及信號處理專業人士都會發現這本書是獨特的信息和實用指導寶庫。
- 提供了第一本關於壓縮感知的書籍,涉及各種光學成像和感測應用的系統開發。
- 涵蓋了CS理論的基本原理,包括噪聲和算法,以及光學數據獲取的基本設計方法。
- 解決了在不同光學成像設計背景下實施壓縮感知理論的挑戰,從三維成像到斷層成像和顯微鏡。
- 提供了設計新型和改進設備的必要資源,以提高影像質量和縮短獲取時間。
**Adrian Stern, PhD** 是以色列內蓋夫本-古里昂大學電光工程單位的副教授及負責人。他是SPIE的當選會士。