Infrared Small Target Detection: Theory, Methods, and Algorithms.
暫譯: 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: 2025-03-31
  • 售價: $5,930
  • 貴賓價: 9.5 折 $5,634
  • 語言: 英文
  • 頁數: 168
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819998018
  • ISBN-13: 9789819998012
  • 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《紅外小目標檢測》的尖端研究秘密，這是一本深入探討紅外成像和檢測演算法的關鍵資源。這本全面的書籍對於研究社群來說是不可或缺的瑰寶，提供了對紅外小物體檢測背後理論、方法和演算法的深刻介紹。作為一本寶貴的指南，本書探討了各種紅外小物體檢測演算法的模型和類別，並對它們的優缺點進行了細緻的描述和比較。這本書完美地為對紅外成像和檢測充滿熱情的研究者、實務工作者和學生量身打造，讓讀者具備必要的知識，以展開在這一領域的開創性研究。

讀者特別會被本書的方法、結果和主題所吸引，涵蓋了各種紅外小物體檢測演算法及其相應的優缺點。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。體驗《紅外小目標檢測》的關鍵好處，讀者將深入理解針對紅外小物體檢測的理論、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其特定應用選擇最合適的演算法。

以基本的數學、統計和影像處理知識來解鎖這一開創性資源的潛力。對紅外成像和檢測有一定的熟悉度將有助於讀者充分沉浸於這些頁面所呈現的豐富知識中。

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)

胡祝教授目前是南京郵電大學傳播與信息工程學院的教授及博士生導師，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慧、圖像處理和目標感知領域。他已發表和接受超過70篇研究論文，在目標感知領域做出了重要貢獻，取得了顯著的成果。

潘宇山博士目前是西安交通大學-利物浦大學高級技術學院的助理教授，並且是利物浦大學的榮譽附屬博士生導師。他的研究專注於人工智慧、計算機圖形學和圖像處理，以及它們在人機協作工作、計算機支持的協作工作和互動技術設計中的應用。潘博士近年來已發表和接受超過50篇論文。

鄧麗珍博士目前是南京郵電大學傳播與信息工程學院的副教授及碩士生導師，隸屬於江蘇省圖像處理與傳輸重點實驗室。她的研究專注於人工智慧、圖像處理和目標感知，在目標檢測和識別領域做出了重要貢獻。近年來，她已發表或接受超過50篇研究論文。

徐國霞博士目前是南京郵電大學傳播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。他的研究專注於計算機視覺、圖像處理和物體識別。近年來，他已發表超過50篇研究論文。他的研究成果受到學術界的廣泛關注和認可。

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