Distance Based Hashingã«ã‚ˆã‚‹å¤šæ¬¡å…ƒãƒ‡ãƒ¼ã‚¿ã®Kè¿‘å‚探索 - NO!ã¨è¨€ãˆã‚‹ã‚ˆã†ã«ãªã‚ŠãŸã„å…ƒãƒã‚¿ã¯ Vassilis Athitsos, Michalis Potamias, Panagiotis Papapetrou, and George Kollios. Nearest Neighbor Retrieval Using Distance-Based Hashing. In ICDE, pp. 327–336. IEEE, 2008. Locally Sensitive Hashing(LSH) 多次元データã®Kè¿‘å‚探索を行ã†å ´åˆã«ä½¿ã‚れるã®ãŒLocally Sensitive Hashingã§ã‚る．åŒã˜ã多次元データã®æŽ¢ç´¢æŠ€è¡“ã¨ã—ã¦æœ¨æ§‹é€ ã®ä¸€ã¤ã§ã‚ã‚‹KD木を使ã£ãŸã‚‚ã®ãªã©ã‚‚ã‚る． をオブジェクトã®ç©ºé–“ã¨ã—，上ã§å®šç¾©ã•ã‚Œã‚‹è·é›¢æ¸¬åº¦ã‚’ã¨ã™ã‚‹ï¼Žã¾ãŸï¼Œã¨ãªã‚‹ãƒãƒƒã‚·ãƒ¥é–¢æ•°æ—ã‚’ã§è¡¨ã™ï¼ŽãŸã ã—，ã¯æ•´æ•°å…¨ä½“ã®é›†åˆã‚’æ„味ã™ã‚‹ï¼Žã„ã¾ï¼Œã§ã‚ã‚‹ã¨ã，全ã¦ã®ã«å¯¾ã—ã¦ï¼Œ ã¨ãªã‚‹å®Ÿæ•°ãŒå˜åœ¨ã™ã‚‹å ´åˆï¼Œ
K-means hashing (CVPR'13) ã¨ãƒãƒƒã‚·ãƒ³ã‚°å‘¨ã‚Š
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