Infrared Small Target Detection: Theory, Methods, and Algorithms. (紅外小目標檢測：理論、方法與演算法)

Zhu, Hu, Pan, Yushan, Deng, Lizhen

Infrared Small Target Detection: Theory, Methods, and Algorithms.
  • 出版商: Springer
  • 出版日期: 2024-03-30
  • 售價: $6,660
  • 貴賓價: 9.5 折 $6,327
  • 語言: 英文
  • 頁數: 168
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819997984
  • ISBN-13: 9789819997985
  • 相關分類: Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

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商品描述

Uncover the secrets of cutting-edge research in "Infrared Small Target Detection," a crucial resource that delves into the dynamic world of infrared imaging and detection algorithms. This comprehensive book is an indispensable gem for the research community, offering a profound introduction to the theory, methods, and algorithms underlying infrared small object detection. As an invaluable guide, this book explores diverse models and categories of infrared small object detection algorithms, providing meticulous descriptions and comparisons of their strengths and limitations. Perfectly tailored for researchers, practitioners, and students with a passion for infrared imaging and detection, this book equips readers with the necessary knowledge to embark on groundbreaking investigations in this field.

Readers can particularly be drawn to the book's methods, results, and topics, encompassing diverse categories of infrared small object detection algorithms and their corresponding advantages and disadvantages. The book also imparts foundational knowledge in mathematical morphology, tensor decomposition, and deep learning, enabling readers to grasp the underlying principles of these advanced algorithms. Experience the key benefits of "Infrared Small Target Detection" as readers gain a profound understanding of theory, methods, and algorithms tailored to infrared small object detection. The comprehensive descriptions and comparisons of various algorithm categories empower readers to select the perfect algorithms for their specific applications.

Unlock the potential of this groundbreaking resource with a basic understanding of mathematics, statistics, and image processing. Some familiarity with infrared imaging and detection proves advantageous in fully immersing oneself in the wealth of knowledge presented within these pages.


商品描述(中文翻譯)

揭開「紅外線小目標檢測」這本前沿研究的秘密，這是一本深入探討紅外成像和檢測演算法的重要資源。這本全面的書籍對於研究社群來說是一顆不可或缺的寶石，提供了對紅外小目標檢測理論、方法和演算法的深入介紹。作為一本寶貴的指南，這本書探索了各種模型和類別的紅外小目標檢測演算法，詳細描述並比較了它們的優點和限制。這本書特別適合對紅外成像和檢測充滿熱情的研究人員、從業人員和學生，為讀者提供了必要的知識，讓他們在這個領域展開開創性的研究。

讀者尤其會被本書的方法、結果和主題所吸引，這些主題涵蓋了各種紅外小目標檢測演算法及其相應的優點和缺點。本書還傳授了數學形態學、張量分解和深度學習的基礎知識，使讀者能夠掌握這些先進演算法的基本原理。通過「紅外線小目標檢測」這本書，讀者將深入了解紅外小目標檢測的理論、方法和演算法。對各種演算法類別的全面描述和比較，使讀者能夠為自己的特定應用選擇最佳的演算法。

只需具備基本的數學、統計和影像處理知識，就能充分發揮這本開創性資源的潛力。對紅外成像和檢測有一定的了解，有助於讀者充分沉浸在這些頁面中呈現的豐富知識之中。

作者簡介

Prof Hu Zhu is currently a professor and doctoral supervisor at the School of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, affiliated with the Key Laboratory of Image Processing and Transmission in Jiangsu Province. His research primarily focuses on artificial intelligence, image processing, and target perception. He has published and accepted over 70 research papers. He has made significant contributions in the field of target perception, achieving notable results.

Dr. Yushan Pan is currently an assistant professor at the School of Advanced Technology, Xi'an Jiaotong-Liverpool University, and a honorable affiliated PhD supervisor at the University of Liverpool. His research focuses on artificial intelligence, computer graphic and image process, and their applications in human-computer supported work, computer supported cooperative Work, and designing interactive technologies. Dr. Pan has published and acceptedover 50 papers in recent years.

Dr. Lizhen Deng is currently an associate professor and Master's supervisor at the School of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, affiliated with the Key Laboratory of Image Processing and Transmission in Jiangsu Province. Her research focuses on artificial intelligence, image processing, and target perception, with significant contributions in the field of target detection and recognition. In recent years, she has published or had accepted over 50 research papers.

Dr. Guoxia Xu is currently a research fellow with School of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, affiliated with the Key Laboratory of Image Processing and Transmission in Jiangsu Province. His research focuses on computer vision, image processing, and object. In recent years, he has published over 50 research papers. His research achievements have garnered widespread attention and recognition from the academic community.


作者簡介(中文翻譯)

胡竹教授目前是南京郵電大學通信與信息工程學院的教授和博士生導師，隸屬於江蘇省圖像處理與傳輸重點實驗室。他的研究主要集中在人工智能、圖像處理和目標感知方面。他已經發表和接受了70多篇研究論文，在目標感知領域取得了顯著成果。

潘玉山博士目前是西交利物浦大學高級技術學院的助理教授，也是利物浦大學的榮譽博士生導師。他的研究主要集中在人工智能、計算機圖形和圖像處理以及它們在人機支持工作、計算機支持合作工作和設計交互技術方面的應用。潘博士近年來發表和接受了50多篇論文。

鄧麗珍博士目前是南京郵電大學通信與信息工程學院的副教授和碩士生導師，隸屬於江蘇省圖像處理與傳輸重點實驗室。她的研究主要集中在人工智能、圖像處理和目標感知方面，在目標檢測和識別領域做出了重要貢獻。近年來，她已經發表或接受了50多篇研究論文。

徐國霞博士目前是南京郵電大學通信與信息工程學院的研究員，隸屬於江蘇省圖像處理與傳輸重點實驗室。他的研究主要集中在計算機視覺、圖像處理和物體方面。近年來，他已經發表了50多篇研究論文。他的研究成果在學術界引起了廣泛的關注和認可。

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