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ISBN10: 6208763762
ISBN13: 9786208763763
Publisher: Wydawnictwo Nasza Wiedza
Published: Mar 20 2025
Pages: 68
Weight: 0.23
Height: 0.16 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786208763763
Publisher: Wydawnictwo Nasza Wiedza
Published: Mar 20 2025
Pages: 68
Weight: 0.23
Height: 0.16 Width: 6.00 Depth: 9.00
Language: Polish
Ta książka oferuje kompleksowe badanie Content-Based Image Retrieval (CBIR), techniki, która przezwycięża ograniczenia tradycyjnego wyszukiwania tekstowego, wykorzystując wewnętrzne cechy wizualne, takie jak kolor, tekstura i ksztalt. Podkreśla ewolucję CBIR, jego podstawowe metodologie i praktyczne zastosowania w różnych dziedzinach, takich jak opieka zdrowotna, edukacja, handel i zapobieganie przestępczości. Książka zaglębia się w zaawansowane technologie, takie jak ekstrakcja cech, informacje zwrotne dotyczące trafności i modele uczenia maszynowego, koncentrując się na tym, w jaki sposób poprawiają one dokladnośc i wydajnośc wyszukiwania. Ponadto poruszono w niej istotne wyzwania, w tym zlożonośc obliczeniową, skalowalnośc i kwestie etyczne związane z wdrażaniem systemów CBIR. Patrząc w przyszlośc, książka bada przyszle innowacje w CBIR, takie jak spersonalizowane wyszukiwanie, wyszukiwanie multimodalne i jego integracja z nowymi technologiami, takimi jak rzeczywistośc rozszerzona. Stanowi ona niezbędne źródlo informacji dla badaczy, praktyków i innowatorów, podkreślając potencjal transformacyjny CBIR w świecie coraz bardziej napędzanym przez dane obrazowe i multimedialne.
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