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Wbudowany system poprawy widzenia w czasie rzeczywistym wykorzystujący fuzję obrazów
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ISBN10: 6209486983
ISBN13: 9786209486982
Publisher: Wydawnictwo Nasza Wiedza
Published: Jan 3 2026
Pages: 92
Weight: 0.30
Height: 0.22 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786209486982
Publisher: Wydawnictwo Nasza Wiedza
Published: Jan 3 2026
Pages: 92
Weight: 0.30
Height: 0.22 Width: 6.00 Depth: 9.00
Language: Polish
Książka ta dotyczy projektowania i rozwoju systemu poprawiającego jakośc obrazu do zastosowań w monitoringu, wykorzystującego fuzję obrazów w czasie rzeczywistym. Opracowany algorytm rejestruje obraz z ruchomej kamery, gdzie klatki są dopasowywane do tego samego ukladu wspólrzędnych za pomocą techniki rejestracji obrazu opartej na cechach, a następnie lączy zarejestrowane klatki za pomocą fuzji obrazów opartej na selekcji maksymalnej DWT. Opracowany algorytm rejestracji obrazu oparty na cechach uzyskuje narożniki w klatkach referencyjnych i niezarejestrowanych, oblicza pary punktów dopasowania narożników i szacuje macierz transformacji geometrycznej ze wszystkimi parametrami znieksztalcenia, takimi jak obrót, translacja i wspólczynnik skalowania. Przy użyciu uzyskanej szacowanej macierzy transformacji przeprowadzana jest transformacja geometryczna niezarejestrowanej klatki w celu uzyskania klatki zarejestrowanej. Klatki referencyjne i zarejestrowane są lączone przy użyciu fuzji obrazu opartej na maksymalnej selekcji DWT. Po walidacji opracowano system ulepszeń, tworząc model Simulink rejestracji i lączenia obrazów dostosowany do docelowego procesora oraz przenosząc go na procesor DSP DM642EVM za pomocą CCStudio.
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