Cognitive and Neural Modelling for Visual Information Representation and Memorization
暫譯: 視覺資訊表徵與記憶的認知與神經模型

Deng, Limiao

  • 出版商: CRC
  • 出版日期: 2022-04-25
  • 售價: $3,540
  • 貴賓價: 9.5$3,363
  • 語言: 英文
  • 頁數: 249
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032249110
  • ISBN-13: 9781032249117
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Focusing on how visual information is represented, stored and extracted in the human brain, this book uses cognitive neural modeling in order to show how visual information is represented and memorized in the brain.

Breaking through traditional visual information processing methods, the author combines our understanding of perception and memory from the human brain with computer vision technology, and provides a new approach for image recognition and classification. While biological visual cognition models and human brain memory models are established, applications such as pest recognition and carrot detection are also involved in this book.

Given the range of topics covered, this book is a valuable resource for students, researchers and practitioners interested in the rapidly evolving field of neurocomputing, computer vision and machine learning.

商品描述(中文翻譯)

專注於視覺資訊在人體大腦中的表示、儲存和提取,本書利用認知神經模型來展示視覺資訊是如何在大腦中被表示和記憶的。

突破傳統的視覺資訊處理方法,作者將我們對人腦的感知和記憶的理解與計算機視覺技術相結合,提供了一種新的圖像識別和分類方法。在建立生物視覺認知模型和人腦記憶模型的同時,本書還涉及了害蟲識別和胡蘿蔔檢測等應用。

考慮到涵蓋的主題範圍,本書對於對快速發展的神經計算、計算機視覺和機器學習領域感興趣的學生、研究人員和從業者來說,是一個寶貴的資源。

作者簡介

Limiao Deng is currently working as an associate professor in Qingdao Agriculture University, China. She received the Ph.D. degree in Control Theory and Control Engineering from China University of Petroleum in 2018. Her areas of research include computer vision, machine learning and pattern recognition. She is also a regular reviewer of journals of repute namely IEEE, Springer, Elsevier, etc.

作者簡介(中文翻譯)

邓丽苗目前在中國青島農業大學擔任副教授。她於2018年獲得中國石油大學的控制理論與控制工程博士學位。她的研究領域包括計算機視覺、機器學習和模式識別。她也是多本知名期刊的定期審稿人,如IEEESpringerElsevier等。