Intelligent Multi-Modal Data Processing
暫譯: 智能多模態數據處理

Sarkar, Soham, Basu, Abhishek, Bhattacharyya, Siddhartha

Intelligent Multi-Modal Data Processing
  • 出版商: Wiley
  • 出版日期: 2021-04-05
  • 售價: $4,890
  • 貴賓價: 9.5 折 $4,646
  • 語言: 英文
  • 頁數: 288
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119571383
  • ISBN-13: 9781119571384

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

A comprehensive review of the most recent applications of intelligent multi-modal data processing

Intelligent Multi-Modal Data Processing contains a review of the most recent applications of data processing. The Editors and contributors - noted experts on the topic - offer a review of the new and challenging areas of multimedia data processing as well as state-of-the-art algorithms to solve the problems in an intelligent manner. The text provides a clear understanding of the real-life implementation of different statistical theories and explains how to implement various statistical theories. Intelligent Multi-Modal Data Processing is an authoritative guide for developing innovative research ideas for interdisciplinary research practices.

Designed as a practical resource, the book contains tables to compare statistical analysis results of a novel technique to that of the state-of-the-art techniques and illustrations in the form of algorithms to establish a pre-processing and/or post-processing technique for model building. The book also contains images that show the efficiency of the algorithm on standard data set. This important book:

  • Includes an in-depth analysis of the state-of-the-art applications of signal and data processing
  • Contains contributions from noted experts in the field
  • Offers information on hybrid differential evolution for optimal multilevel image thresholding
  • Presents a fuzzy decision based multi-objective evolutionary method for video summarisation

    Written for students of technology and management, computer scientists and professionals in information technology, Intelligent Multi-Modal Data Processing brings together in one volume the range of multi-modal data processing.

    • 商品描述(中文翻譯)

    智能多模態數據處理最新應用的綜合回顧
    智能多模態數據處理 包含了對數據處理最新應用的回顧。編輯和貢獻者 - 該領域的知名專家 - 提供了對多媒體數據處理新興和挑戰性領域的回顧，以及解決問題的最先進算法。該文本清楚地理解了不同統計理論在現實生活中的實施，並解釋了如何實施各種統計理論。智能多模態數據處理 是發展跨學科研究實踐創新研究想法的權威指南。

    本書設計為實用資源，包含表格以比較新技術的統計分析結果與最先進技術的結果，並以算法的形式提供插圖，以建立模型構建的預處理和/或後處理技術。本書還包含顯示算法在標準數據集上效率的圖像。這本重要的書籍：

  • 包括對信號和數據處理最先進應用的深入分析
  • 包含該領域知名專家的貢獻
  • 提供有關混合微分演化以實現最佳多層次圖像閾值的資訊
  • 提出基於模糊決策的多目標演化方法以進行視頻摘要

    本書為技術和管理學生、計算機科學家及資訊技術專業人士而寫，智能多模態數據處理 將多模態數據處理的範疇匯集於一卷。

    • 作者簡介

    Soham Sarkar, PhD, is an Assistant Professor in the Department of Electronics and Communication Engineering of RCC Institute of Information Technology, Kolkata, India.

    Abhishek Basu, PhD, is an Assistant Professor and Head of the Department of Electronics and Communication Engineering department of RCC Institute of Information Technology, Kolkata, India.

    Siddhartha Bhattacharyya, PhD, is a Professor of Computer Science and Engineering at CHRIST (Deemed to be University), Bangalore, India.

    作者簡介(中文翻譯)

    Soham Sarkar, PhD, 是印度加爾各答RCC資訊科技學院電子與通信工程系的助理教授。

    Abhishek Basu, PhD, 是印度加爾各答RCC資訊科技學院電子與通信工程系的助理教授及系主任。

    Siddhartha Bhattacharyya, PhD, 是印度班加羅爾基督（被認可為大學）計算機科學與工程系的教授。

    類似商品