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Fine-Grained Image Analysis

Name: Fine-Grained Image Analysis
Brand: Springer Nature B.V.
SKU: 50452728
Price: 57.01 EUR
Availability: InStock
Author: Xiu-Shen Wei
ISBN: 9783031313752

Modern Approaches

Xiu-Shen Wei

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 50452728

Nakladateľstvo Springer Nature B.V., júl 2023

This book provides a comprehensive overview of the fine-grained image analysis research and modern a... Celý popis

Libristo kód: 50452728

138 b

57.01 €

Skladom u dodávateľa Odosielame za 10-18 dní

30 dní na vrátenie tovaru

This book provides a comprehensive overview of the fine-grained image analysis research and modern approaches based on deep learning, spanning the full range of topics needed for designing operational fine-grained image systems. The author begins by providing detailed background information on FGIA, focusing on recognition and retrieval. The author also provides the fundamentals of convolutional neural networks to further make it easier for readers to understand the technical content in the book. The book introduces the main technical paradigms, technological developments, and representative approaches of fine-grained image recognition and fine-grained image retrieval. The author covers multiple popular research topics and includes cross-domain knowledge. The book also highlights advanced applications and topics for future research.