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wei x fine grained image analysis modern approaches 2023

Type:: E-books
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Size:: 6.8 MB
Uploaded On:: July 10, 2023, 10:51 a.m.
Added By:: andryold1
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Info Hash:: 0F6E779213B1987229DFB6C47F582A8EFFD6B557

Textbook in PDF format 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. Introduction Background Benchmark Datasets Fine-Grained Image Recognition Fine-Grained Image Retrieval Resouces and Future Work

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Wei X. Fine-Grained Image Analysis. Modern Approaches 2023.pdf 6.8 MB

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wei x fine grained image analysis modern approaches 2023