Dynamic Maps for Exploring and Browsing Shapes
Large datasets of 3D objects require an intuitive way to browse and quickly explore shapes from the collection. We present a dynamic map of shapes where similar shapes are placed next to each other. Similarity between 3D models exists in a high dimensional space which cannot be accurately expressed...
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| Published in | Computer graphics forum Vol. 32; no. 5; pp. 187 - 196 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Oxford, UK
Blackwell Publishing Ltd
01.08.2013
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0167-7055 1467-8659 |
| DOI | 10.1111/cgf.12185 |
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| Abstract | Large datasets of 3D objects require an intuitive way to browse and quickly explore shapes from the collection. We present a dynamic map of shapes where similar shapes are placed next to each other. Similarity between 3D models exists in a high dimensional space which cannot be accurately expressed in a two dimensional map. We solve this discrepancy by providing a local map with pan capabilities and a user interface that resembles an online experience of navigating through geographical maps. As the user navigates through the map, new shapes appear which correspond to the specific navigation tendencies and interests of the user, while maintaining a continuous browsing experience. In contrast with state of the art methods which typically reduce the search space by selecting constraints or employing relevance feedback, our method enables exploration of large sets without constraining the search space, allowing the user greater creativity and serendipity. A user study evaluation showed a strong preference of users for our method over a standard relevance feedback method. |
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| AbstractList | Large datasets of 3D objects require an intuitive way to browse and quickly explore shapes from the collection. We present a dynamic map of shapes where similar shapes are placed next to each other. Similarity between 3D models exists in a high dimensional space which cannot be accurately expressed in a two dimensional map. We solve this discrepancy by providing a local map with pan capabilities and a user interface that resembles an online experience of navigating through geographical maps. As the user navigates through the map, new shapes appear which correspond to the specific navigation tendencies and interests of the user, while maintaining a continuous browsing experience. In contrast with state of the art methods which typically reduce the search space by selecting constraints or employing relevance feedback, our method enables exploration of large sets without constraining the search space, allowing the user greater creativity and serendipity. A user study evaluation showed a strong preference of users for our method over a standard relevance feedback method. [PUBLICATION ABSTRACT] Large datasets of 3D objects require an intuitive way to browse and quickly explore shapes from the collection. We present a dynamic map of shapes where similar shapes are placed next to each other. Similarity between 3D models exists in a high dimensional space which cannot be accurately expressed in a two dimensional map. We solve this discrepancy by providing a local map with pan capabilities and a user interface that resembles an online experience of navigating through geographical maps. As the user navigates through the map, new shapes appear which correspond to the specific navigation tendencies and interests of the user, while maintaining a continuous browsing experience. In contrast with state of the art methods which typically reduce the search space by selecting constraints or employing relevance feedback, our method enables exploration of large sets without constraining the search space, allowing the user greater creativity and serendipity. A user study evaluation showed a strong preference of users for our method over a standard relevance feedback method. |
| Author | Cohen-Or, Daniel Kleiman, Yanir Fish, Noa Lanir, Joel |
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| Cites_doi | 10.1145/1899404.1899405 10.1126/science.290.5500.2323 10.1007/s00371-007-0197-5 10.1109/SMI.2004.1314502 10.1145/1057432.1057448 10.1109/5.58325 10.1145/2366145.2366184 10.1145/571647.571648 10.1145/2070781.2024158 10.1145/2185520.2185582 10.1111/1467-8659.00669 10.1145/2010324.1964928 10.1007/s11263-009-0294-1 10.1145/781606.781639 10.1145/1180639.1180671 10.1145/1028523.1028557 10.1109/MMSE.2004.32 10.1109/SMI.2004.1314504 10.1007/s00371-005-0341-z 10.1017/S0269888903000638 10.1111/j.1467-8659.2009.01515.x 10.1145/2185520.2185550 10.1007/978-3-7091-6103-6_12 |
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| Copyright | 2013 The Author(s) Computer Graphics Forum © 2013 The Eurographics Association and John Wiley & Sons Ltd. |
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| Title | Dynamic Maps for Exploring and Browsing Shapes |
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