Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
Turning to the masters: motion capturing cartoons
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Motion texture: a two-level statistical model for character motion synthesis
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
SCA '04 Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation
Multicategory Proximal Support Vector Machine Classifiers
Machine Learning
Action synopsis: pose selection and illustration
ACM SIGGRAPH 2005 Papers
As-rigid-as-possible shape manipulation
ACM SIGGRAPH 2005 Papers
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
High-Speed Human Motion Recognition Based on a Motion History Image and an Eigenspace
IEICE - Transactions on Information and Systems
A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data
The Journal of Machine Learning Research
Silhouette lookup for monocular 3D pose tracking
Image and Vision Computing
Vision-based human motion analysis: An overview
Computer Vision and Image Understanding
Perspective-aware cartoon clips synthesis
Computer Animation and Virtual Worlds - CASA'2008 Special Issue
An Efficient Dense and Scale-Invariant Spatio-Temporal Interest Point Detector
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part II
Distribution-Based Dimensionality Reduction Applied to Articulated Motion Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A convex formulation for learning shared structures from multiple tasks
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Semi-supervised multi-label learning by constrained non-negative matrix factorization
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
An efficient algorithm for local distance metric learning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Silhouette representation and matching for 3D pose discrimination - A comparative study
Image and Vision Computing
Introduction to Semi-Supervised Learning
Introduction to Semi-Supervised Learning
Biased discriminant euclidean embedding for content-based image retrieval
IEEE Transactions on Image Processing
Transductive graph based cartoon synthesis
Computer Animation and Virtual Worlds - CASA' 2010 Special Issue
Highly stylised drawn animation
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis
IEEE Transactions on Circuits and Systems for Video Technology
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2D cartoon plays an important role in many areas, but it requires effective methods to relieve manual labors. In this paper, we propose a heterogeneous cartoon gesture recognition method with applications. Firstly, heterogeneous features with different dimensions are assigned to express cartoon and human-subject images according to their characteristics. Then for recognition, we simultaneously integrate shared structure learning (SSL) and graph-based transductive learning into a joint framework to learn reliable classifiers on heterogeneous features. Provided with the framework, the similarities between cartoon and human-subject gestures can be quantitatively evaluated in a cross-feature manner. Extensive experiments on self-defined datasets have demonstrated the effectiveness of our method. Finally, applications illustrate the usages in various aspects of 2D cartoon industry.