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| Genre/Form: | Electronic books Congresses |
|---|---|
| Additional Physical Format: | Print version: Nearest-neighbor methods in learning and vision. Cambridge, Mass. : MIT Press, c2005 (DLC) 2005053124 (OCoLC)61247438 |
| Material Type: | Conference publication, Document, Internet resource |
| Document Type: | Internet Resource, Computer File |
| All Authors / Contributors: |
Gregory Shakhnarovich; Trevor Darrell; Piotr Indyk |
| ISBN: | 9780262256957 0262256959 026219547X 9780262195478 |
| OCLC Number: | 68907209 |
| Notes: | " ... held in Whistler, British Columbia ... annual conference on Neural Information Processing Systems (NIPS) in December 2003"--Pref. |
| Description: | 1 online resource (vi, 252 p.) : ill. |
| Contents: | Nearest-neighbor searching and metric space dimensions / Kenneth L. Clarkson -- Locality-sensitive hashing using stable distributions / Alexandr Andoni ... [et al.] -- New algorithms for efficient high-dimensional nonparametric classification / Ting Liu, Andrew W. Moore, and Alexander Gray -- Approximate nearest neighbor regression in very high dimensions / Sethu Vijayakumar, Aaron D'Souza, and Stefan Schaal -- Learning embeddings for fast approximate nearest neighbor retrieval / Vassilis Athitsos ... [et al.] -- Parameter-sensitive hashing for fast pose estimation / Gregory Shakhnarovich, Paul Viola, and Trevor Darrell -- Contour matching using approximate Earth mover's distance / Kristen Grauman and Trevor Darrell -- Adaptive mean shift based clustering in high dimensions / Ilan Shimshoni, Bogdan Georgescu, and Peter Meer -- Object recognition using locality sensitive hashing of shape contexts / Andrea Frome and Jitendra Malik. |
| Series Title: | Neural information processing series. |
| Responsibility: | edited by Gregory Shakhnarovich, Trevor Darrell, Piotr Indyk. |
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