A polynomial-time algorithm to find the shortest cycle basis of a graph
SIAM Journal on Computing
Invariant Image Recognition by Zernike Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Transactions on Graphics (TOG)
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reasoning about Gradual Changes of Topological Relationships
Proceedings of the International Conference GIS - From Space to Territory: Theories and Methods of Spatio-Temporal Reasoning on Theories and Methods of Spatio-Temporal Reasoning in Geographic Space
3D zernike descriptors for content based shape retrieval
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
Suggestive contours for conveying shape
ACM SIGGRAPH 2003 Papers
Rotation invariant spherical harmonic representation of 3D shape descriptors
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
SMI '04 Proceedings of the Shape Modeling International 2004
Ridge-valley lines on meshes via implicit surface fitting
ACM SIGGRAPH 2004 Papers
Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Foundations of Multidimensional and Metric Data Structures (The Morgan Kaufmann Series in Computer Graphics and Geometric Modeling)
Similarity Search: The Metric Space Approach (Advances in Database Systems)
Similarity Search: The Metric Space Approach (Advances in Database Systems)
Machine Learning
Apparent ridges for line drawing
ACM SIGGRAPH 2007 papers
Algorithms for Reporting and Counting Geometric Intersections
IEEE Transactions on Computers
An Effective Illustrative Visualization Framework Based on Photic Extremum Lines (PELs)
IEEE Transactions on Visualization and Computer Graphics
ACM SIGGRAPH 2008 papers
Demarcating curves for shape illustration
ACM SIGGRAPH Asia 2008 papers
Improving Zernike Moments Comparison for Optimal Similarity and Rotation Angle Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-Fourier spectra descriptor and augmentation with spectral clustering for 3D shape retrieval
The Visual Computer: International Journal of Computer Graphics - Special Issue SMI'2008
A descriptor for large scale image retrieval based on sketched feature lines
Proceedings of the 6th Eurographics Symposium on Sketch-Based Interfaces and Modeling
3D Object Detection and Viewpoint Selection in Sketch Images Using Local Patch-Based Zernike Moments
CBMI '09 Proceedings of the 2009 Seventh International Workshop on Content-Based Multimedia Indexing
Dense sampling and fast encoding for 3D model retrieval using bag-of-visual features
Proceedings of the ACM International Conference on Image and Video Retrieval
Sketch-based retrieval of drawings using spatial proximity
Journal of Visual Languages and Computing
Real-time computation of photic extremum lines (PELs)
The Visual Computer: International Journal of Computer Graphics
Perceptual-saliency extremum lines for 3D shape illustration
The Visual Computer: International Journal of Computer Graphics
Sketch-based 3D shape retrieval
ACM SIGGRAPH 2010 Talks
Sketch-based 3D model retrieval using diffusion tensor fields of suggestive contours
Proceedings of the international conference on Multimedia
IEEE Transactions on Pattern Analysis and Machine Intelligence
An improved histogram of edge local orientations for sketch-based image retrieval
Proceedings of the 32nd DAGM conference on Pattern recognition
ShadowDraw: real-time user guidance for freehand drawing
ACM SIGGRAPH 2011 papers
Real-Time Shape Illustration Using Laplacian Lines
IEEE Transactions on Visualization and Computer Graphics
STELA: sketch-based 3D model retrieval using a structure-based local approach
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Sketch-Based Image Retrieval: Benchmark and Bag-of-Features Descriptors
IEEE Transactions on Visualization and Computer Graphics
View context: a 3D model feature for retrieval
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Efficient and robust 3D line drawings using difference-of-Gaussian
Graphical Models
Example-based 3D object reconstruction from line drawings
CVPR '12 Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Sketch-based 3D model retrieval using keyshapes for global and local representation
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
SHREC'12 track: sketch-based 3D shape retrieval
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
Sketch2Scene: sketch-based co-retrieval and co-placement of 3D models
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Sketch-based 3D model retrieval by incorporating 2D-3D alignment
Multimedia Tools and Applications
Multi-scale Curve Detection on Surfaces
CVPR '13 Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition
Ranking on Cross-Domain Manifold for Sketch-Based 3D Model Retrieval
CW '13 Proceedings of the 2013 International Conference on Cyberworlds
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Sketch-based 3D shape retrieval has become an important research topic in content-based 3D object retrieval. To foster this research area, two Shape Retrieval Contest (SHREC) tracks on this topic have been organized by us in 2012 and 2013 based on a small-scale and large-scale benchmarks, respectively. Six and five (nine in total) distinct sketch-based 3D shape retrieval methods have competed each other in these two contests, respectively. To measure and compare the performance of the top participating and other existing promising sketch-based 3D shape retrieval methods and solicit the state-of-the-art approaches, we perform a more comprehensive comparison of fifteen best (four top participating algorithms and eleven additional state-of-the-art methods) retrieval methods by completing the evaluation of each method on both benchmarks. The benchmarks, results, and evaluation tools for the two tracks are publicly available on our websites [1,2].