A stochastic grammar of images
Foundations and Trends® in Computer Graphics and Vision
Semantic event representation and recognition using syntactic attribute graph grammar
Pattern Recognition Letters
An efficient garment visual search based on shape context
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
A new compositional technique for hand posture recognition
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
An efficient garment visual search based on shape context
WSEAS Transactions on Computers
Gathering and ranking photos of named entities with high precision, high recall, and diversity
Proceedings of the third ACM international conference on Web search and data mining
A Hierarchical and Contextual Model for Aerial Image Parsing
International Journal of Computer Vision
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
An automatic portrait system based on and-or graph representation
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Object category recognition using generative template boosting
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
International Journal of Computer Vision
Recursive Compositional Models for Vision: Description and Review of Recent Work
Journal of Mathematical Imaging and Vision
Finding suits in images of people
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Object categorization with sketch representation and generalized samples
Pattern Recognition
Algorithms for generating ordered solutions for explicit and/or structures
Journal of Artificial Intelligence Research
Technical note: Sketch-based garment design with quad meshes
Computer-Aided Design
Efficient clothing retrieval with semantic-preserving visual phrases
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Apparel classification with style
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Learning and parsing video events with goal and intent prediction
Computer Vision and Image Understanding
Using grammars for pattern recognition in images: A systematic review
ACM Computing Surveys (CSUR)
Hi-index | 0.00 |
Cloth modeling and recognition is an important and challenging problem in both vision and graphics tasks, such as dressed human recognition and tracking, human sketch and portrait. In this paper, we present a context sensitive grammar in an And-Or graph representation which will produce a large set of composite graphical templates to account for the wide variabilities of cloth configurations, such as T-shirts, jackets, etc. In a supervised learning phase, we ask an artist to draw sketches on a set of dressed people, and we decompose the sketches into categories of cloth and body components: collars, shoulders, cuff, hands, pants, shoes etc. Each component has a number of distinct subtemplates (sub-graphs). These sub-templates serve as leafnodes in a big And-Or graph where an And-node represents a decomposition of the graph into sub-configurations with Markov relations for context and constraints (soft or hard), and an Or-node is a switch for choosing one out of a set of alternative And-nodes (sub-configurations) - similar to a node in stochastic context free grammar (SCFG). This representation integrates the SCFG for structural variability and the Markov (graphical) model for context. An algorithm which integrates the bottom-up proposals and the topdown information is proposed to infer the composite cloth template from the image.