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Evaluating Sketch Query Interfaces for a 3D Model Search Engine Patrick Min Joyce Chen, Tom Funkhouser Princeton Workshop on Shape-Based Retrieval and.

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Presentation on theme: "Evaluating Sketch Query Interfaces for a 3D Model Search Engine Patrick Min Joyce Chen, Tom Funkhouser Princeton Workshop on Shape-Based Retrieval and."— Presentation transcript:

1 Evaluating Sketch Query Interfaces for a 3D Model Search Engine Patrick Min Joyce Chen, Tom Funkhouser Princeton Workshop on Shape-Based Retrieval and Analysis of 3D Models Tuesday October 30, 2001 Patrick Min Joyce Chen, Tom Funkhouser Princeton Workshop on Shape-Based Retrieval and Analysis of 3D Models Tuesday October 30, 2001

2 GoalGoal Shape-based search engine for 3D models on Web

3 3D Model Search Engine Shape Signatures Analysis 3D Model Database Shape Signature Query Result Compare Analysis User Query

4 File Query Demo

5 ChallengesChallenges Web crawling directed search Shape indexing shape distributions symmetry descriptors etc. Query interface text sketch etc.

6 ChallengesChallenges Web crawling directed search Shape indexing shape distributions symmetry descriptors etc. Query interface text sketch etc.

7 ChallengesChallenges Web crawling directed search Shape indexing shape distributions symmetry descriptors etc. Query interface text sketch etc.

8 ChallengesChallenges Web crawling directed search Shape indexing shape distributions symmetry descriptors Query interface text sketch etc.

9 Sketch Query Interface Spectrum More descriptive Easier input 2D Sketch 3D Sketch

10 Sketch Query Demo

11 3D Sketch Example Results

12 2D Sketch Example Results

13 Which Sketch Interface is “Better” User study (future) Log behavior of users with 2D and 3D interfaces Required to assess “ease of input” In preparation Initial study without users Use 3D models themselves as 3D queries Use projections of 3D models as 2D queries Compare discriminating power Can 2D queries be as discriminating as 3D queries?

14 133 models classified into 25 categories Same dataset as Osada et al. 4 Mugs 6 Cars 3 Boats Matching 3D Models with Shape Distributions Osada et al., I3D 2001 Evaluation Method

15 3D Comparison Method Database with D2 distributions Query D2 distribution Query Result Compare Query object

16 2D Comparison Method Database projections per model Query projection

17 2D Comparison Method Database D2 distributions per model Query 2D distribution Compare

18 ResultsResults

19 diagonal nearest neighbor first tier first two tiers query models matches 66 % first two tiers 51 %first tier 66 % nearest neighbor 3D Similarity Matrix

20 diagonal nearest neighbor first tier first two tiers query models matches 44 % first two tiers 32 %first tier 48 % nearest neighbor 2D Similarity Matrix

21 diagonal nearest neighbor first tier first two tiers query models matches 66 % first two tiers 51 %first tier 66 % nearest neighbor 3D Similarity Matrix

22 diagonal nearest neighbor first tier first two tiers query models matches 44 % first two tiers 32 %first tier 48 % nearest neighbor 2D Similarity Matrix

23 Multiple 2D Projections Query Database D2 distributions Query 2D distribution Compare 2 1 3

24 Example: 3 Projection Query stored views: query views:

25 Example: 3 Projection Query minimize sum of similarity scores stored views: query views:

26 3D 1 vs. 2 Query Projections

27 1 vs. 2 vs. 3 Query Projections 3D

28 3D vs. Three Projections 3DThree 2D Projections query models

29 3D vs. Three Projections 3DThree 2D Projections query models

30 Multiple 2D Sketch Demo

31 Conclusion, Future work 2D outline query interface looks promising Different and/or additional input, 2D: skeletons silhouette edges Evaluation comparison with text query user study better model database

32 AcknowledgementsAcknowledgements Princeton Shape Analysis Group CS department technical staff NSF

33 Search Engine Website initial 48 hr. crawl resulted in 23,000+ VRML models 2,000 have been processed, about % are single objects (some duplicates) rest is terrains, visualizations, VEs, too simple, molecules, etc. they are cached and available for download

34


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