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Cognitive and Neural Modelling for Visual Information Representation and Memorization by Limiao Deng

Cognitive and Neural Modelling for Visual Information Representation and Memorization

by Limiao Deng
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Book cover type: Hardcover
  • ISBN13: 9781032249117
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Taylor & Francis
  • Publisher Imprint: CRC Press
  • Publication Date:
  • Pages: 249
  • Original Price: GBP 103.99
  • Language: English
  • Edition: N/A
  • Item Weight: 518 grams
  • BISAC Subject(s): Data Science / Machine Learning, Artificial Intelligence / Computer Vision & Pattern Recognition, and Image Processing

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.

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.

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