Notes on multimedia technology courses, including:
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Text Retrieval
• Pre-processing on Text Information
• Three Retrieval Models(KMP, Boolean, vector models )
• Evaluation Measure
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Image
• Image Features: SIFT and et al.
• BoVW Framework
• Geometric and Temporal Verifications
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K-means and its variants
• Nearest Neighbour Search
• KD-Tree
• Locality Sensitive Hashing
• Product Quantizer
• NN-Descent
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Instance Search& Video Retrieval