A re-examination of relevance: toward a dynamic, situational definition
Information Processing and Management: an International Journal
Optimization of relevance feedback weights
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Topology matching for fully automatic similarity estimation of 3D shapes
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
ACM Transactions on Graphics (TOG)
ACM Transactions on Graphics (TOG)
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Laplacian Eigenmaps for dimensionality reduction and data representation
Neural Computation
The concept of relevance in IR
Journal of the American Society for Information Science and Technology
SMI '04 Proceedings of the Shape Modeling International 2004
Feature Combination and Relevance Feedback for 3D Model Retrieval
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Shape-based retrieval and analysis of 3d models
Communications of the ACM - 3d hard copy
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
Multimedia indexing and retrieval: ever great challenges
Multimedia Tools and Applications
A survey of content based 3D shape retrieval methods
Multimedia Tools and Applications
A powerful relevance feedback mechanism for content-based 3D model retrieval
Multimedia Tools and Applications
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
On visual similarity based 2D drawing retrieval
Computer-Aided Design
Fast content-based search of VRML models based on shape descriptors
IEEE Transactions on Multimedia
Efficient 3-D model search and retrieval using generalized 3-D radon transforms
IEEE Transactions on Multimedia
A Bayesian 3-D Search Engine Using Adaptive Views Clustering
IEEE Transactions on Multimedia
Automatic 3-D grayscale volume matching and shape analysis
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Image Processing
Learning a semantic space from user's relevance feedback for image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
A 3D shape retrieval framework for 3D smart cities
Frontiers of Computer Science in China
Proceedings of the international conference on Multimedia
3D object retrieval with bag-of-region-words
Proceedings of the international conference on Multimedia
Intelligent query: open another door to 3d object retrieval
Proceedings of the international conference on Multimedia
k-Partite graph reinforcement and its application in multimedia information retrieval
Information Sciences: an International Journal
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
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Since object similarity is a subjective matter, the gap between low-level feature representations and high-level semantic concepts is a major problem in the field of content-based 3D model retrieval. This paper presents a novel composite model descriptor, which takes into account both visual and geometric characteristics of 3D models. It also proposes an original mapping mechanism from low-level model features to high-level semantic concepts based on the user's retrieval history, and so this method belongs to long-term relevance feedback algorithms for 3D model retrieval. Finally, an effective 3D model retrieval system "ModelSeek" has been built, and implemented with the introduced model descriptor and mapping mechanism. The experimental results show that the approaches above not only have significantly improved the retrieval performance, but have also achieved better retrieval effectiveness than the state-of-the-art techniques on the publicly available 3D model criterion that Princeton Shape Benchmark (PSB) and several standard evaluation measures.