Recent Trends in Signal and Image Processing: ISSIP 2017 (Advances in Intelligent Systems and Computing)
暫譯: 信號與影像處理的最新趨勢:ISSIP 2017(智能系統與計算的進展)

  • 出版商: Springer
  • 出版日期: 2018-05-10
  • 售價: $4,470
  • 貴賓價: 9.5$4,247
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Paperback
  • ISBN: 9811088624
  • ISBN-13: 9789811088629
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book contains interesting findings of some state-of-the-art research in the field of signal and image processing. It contains twenty one chapters covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. Various types of signals including image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals, MRI, PET and CT scan images, THz signals, solar wind speed signals (SWS) and photoplethysmogram (PPG) signals have been dealt with. It demonstrates how new paradigms of intelligent computing like quantum computing can be applied to process and analyze signals in a most precise and effective manner. Processing of high precision signals for real time target recognition by radar and processing of brain images, ECG and EMG signals that feature in this book have significant implications in defense mechanism and medical diagnosis. There are also applications of hybrid methods, algorithms and image filters which are proving to be better than the individual techniques or algorithms. Thus the present volume, enriched in depth and variety of techniques and algorithms concerning processing of various types of signals, is likely to be used as a compact yet handy reference for the young researchers, academicians and scientists working in the domain of signal and image processing and also to the post graduate students of computer science and information technology.

     

商品描述(中文翻譯)

本書包含了一些在信號與影像處理領域的尖端研究中所發現的有趣成果。全書共二十一章,涵蓋了廣泛的信號處理應用,包括濾波、編碼、分類、分割、聚類、特徵提取、去噪、水印、物體識別、重建和分形分析。書中處理了各種類型的信號,包括影像、視頻、語音、非語音音頻、手寫文本、幾何圖形、心電圖(ECG)和肌電圖(EMG)信號、MRI、PET和CT掃描影像、太赫茲(THz)信號、太陽風速信號(SWS)以及光電容積描記信號(PPG)。本書展示了如何將量子計算等智能計算的新範式應用於信號的處理與分析,以最精確和有效的方式進行。書中提到的高精度信號處理,尤其是雷達的實時目標識別以及腦部影像、心電圖和肌電圖的處理,對於防禦機制和醫療診斷具有重要意義。此外,還探討了混合方法、算法和影像濾波器的應用,這些方法證明比單一技術或算法更具優越性。因此,本書在信號與影像處理的各類信號處理技術和算法方面,深度與多樣性兼具,將成為年輕研究人員、學者和科學家以及計算機科學和資訊技術的研究生們的便捷參考資料。