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Viac informácií o knihe Efficient trademark retrieval using weighted image features

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Anotácia knihy

Large image databases find diverse applications in real-life situations. It is essential to develop an efficient technique to grasp required information from these databases. Fast retrieval and robustness are two main criteria for efficient recognition of an object using image databases. Keeping this in mind, the present research work describes a hybrid method using a weighted combination of multiple image features mainly color histogram, distance, and moment parameters for trademark recognition. The computational power is accelerated by employing a low cost NVIDIA''s Compute Unified Device Architecture (CUDA) enabled GPU. Our experimental results show that this new technique provides more robust performance than either of the individual methods and our GPU implementation requires less than 50% of the CPU computation time. This experimentation demonstrates that the method based on multiple weighted images features with cooperative implementation between the CPU and GPU is an effective way of image retrieval from large databases.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Information technology: general issues

• Celý názov: Efficient trademark retrieval using weighted image features
• Autor: Madeena Sultana, Mohammad Shorif Uddin
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 76
• EAN: 9783639375695
• ISBN: 3639375696
• ID: 06844185
• Nakladateľ: VDM Verlag
• Hmotnosť: 122 g
• Rozmery: 229 × 152 × 5 mm
• Dátum vydania: 04. August 2011

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