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OverviewFull Product DetailsAuthor: Limiao DengPublisher: Taylor & Francis Ltd Imprint: CRC Press Weight: 0.480kg ISBN: 9781032251196ISBN 10: 1032251190 Pages: 249 Publication Date: 27 May 2024 Audience: College/higher education , Professional and scholarly , Tertiary & Higher Education , Professional & Vocational Format: Paperback Publisher's Status: Forthcoming Availability: In Print  Limited stock is available. It will be ordered for you and shipped pending supplier's limited stock. Table of Contents1. Introduction 2. Methods of visual perception and memory modeling 3. Bio-inspired model for object recognition based on histogram of oriented gradients 4. Modeling object recognition in visual cortex using multiple firing K-means and non-negative sparse coding 5. Biological modeling of human visual system using GLoP filters and sparse coding on multi-manifolds 6. Increment learning and rapid retrieval of visual information based on pattern association memory 7. Memory modeling based on free energy theory and restricted Boltzmann machine 8. Research on insect pest image detection and recognition based on bio-inspired methods 9. Carrot defect detection and grading based on computer vision and deep learningReviewsAuthor InformationLimiao 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. Tab Content 6Author Website:Countries AvailableAll regions |
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