Point Signatures: A New Representation for 3D Object Recognition
International Journal of Computer Vision
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
Salient geometric features for partial shape matching and similarity
ACM Transactions on Graphics (TOG)
A survey of content based 3D shape retrieval methods
Multimedia Tools and Applications
Surface matching with salient keypoints in geodesic scale space
Computer Animation and Virtual Worlds - CASA'2008 Special Issue
Salient spectral geometric features for shape matching and retrieval
The Visual Computer: International Journal of Computer Graphics
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
A concise and provably informative multi-scale signature based on heat diffusion
SGP '09 Proceedings of the Symposium on Geometry Processing
Harris 3D: a robust extension of the Harris operator for interest point detection on 3D meshes
The Visual Computer: International Journal of Computer Graphics - Special Issue on 3DOR 2010
Visual vocabulary signature for 3D object retrieval and partial matching
EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
SHREC'09 track: querying with partial models
EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
A robust 3D interest points detector based on Harris operator
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
SHREC'10 track: feature detection and description
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Evaluation of 3D interest point detection techniques
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
SHREC 2011: robust feature detection and description benchmark
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
SHREC'11 track: shape retrieval on non-rigid 3D watertight meshes
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
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This PhD thesis proposal is focused on proposing solutions to the problem of Partial Shape Retrieval which is part of the Three-Dimensional Object Retrieval problem and represents a very challenging problem. Given a shape (or a part of a shape) as query, one wants to retrieve from a collection of 3D models those objects which contain parts visually similar to the query. Difficulties can arise due to the need of representing a model in a compact way with local information, where the extent of the locality is unknown a priori. In addition, the matching becomes an expensive task because of the large amount of possible memberships of the partial query in the shapes. Typically, assumptions are made to constrain the problem in order to solve it effectively. Therefore, partial shape retrieval is a challenging and open problem. In this document, we provide proposals to address this problem and furthermore, we discuss the open problems and the important issues that should be tackled in order to solve the problem of Partial Shape Matching and Retrieval.